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Constant-pressure calorimetry
https://www.youtube.com/watch?v=SkMeY6RBJZY
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WEBVTT Kind: captions Language: en 00:00:00.080 --> 00:00:02.400 - [Instructor] Calorimetry refers to the measurement 00:00:02.400 --> 00:00:03.460 of heat flow. 00:00:03.460 --> 00:00:05.790 And a device that's used to measure heat flow 00:00:05.790 --> 00:00:07.863 is called a calorimeter. 00:00:08.870 --> 00:00:13.690 An easy way to make a calorimeter is to use two coffee cups. 00:00:13.690 --> 00:00:16.010 So at the base here, we have one coffee cup, 00:00:16.010 --> 00:00:18.580 and then we can also use another coffee cup 00:00:18.580 --> 00:00:20.800 as a loose fitting lid. 00:00:20.800 --> 00:00:23.800 And since this top coffee cup is loose fitting, 00:00:23.800 --> 00:00:26.760 our calorimeter is exposed to the constant pressure 00:00:26.760 --> 00:00:28.280 of the atmosphere. 00:00:28.280 --> 00:00:31.090 Therefore, we could use this coffee cup calorimeter 00:00:31.090 --> 00:00:33.783 for constant-pressure calorimetry. 00:00:34.710 --> 00:00:38.720 Other components of our calorimeter include some water 00:00:39.720 --> 00:00:43.060 and then we also have a stir bar to stir up the water, 00:00:43.060 --> 00:00:46.530 and a thermometer to measure the temperature change 00:00:46.530 --> 00:00:47.453 of the water. 00:00:48.670 --> 00:00:51.810 Let's say we have 150.0 grams of water 00:00:51.810 --> 00:00:56.650 at an initial temperature of 25.0 degrees Celsius. 00:00:56.650 --> 00:01:01.650 Next, let's take a block of copper, 120.0 grams of it, 00:01:01.710 --> 00:01:03.530 and let's heat up that block of copper 00:01:03.530 --> 00:01:07.500 to 100.0 degrees Celsius. 00:01:07.500 --> 00:01:09.860 Once the copper has reached that temperature, 00:01:09.860 --> 00:01:14.063 we add the copper block to our calorimeter. 00:01:15.320 --> 00:01:17.530 Here, we can see the copper block has been added 00:01:17.530 --> 00:01:20.220 to the calorimeter, and since the copper 00:01:20.220 --> 00:01:22.660 is at a higher temperature than the water, 00:01:22.660 --> 00:01:26.680 heat flows from the copper block to the water, 00:01:26.680 --> 00:01:30.010 and therefore the temperature of the water will increase, 00:01:30.010 --> 00:01:32.860 which we will see on the thermometer. 00:01:32.860 --> 00:01:35.873 So we'll see the temperature increase on the thermometer. 00:01:37.070 --> 00:01:40.210 Heat is transferred from the copper block to the water 00:01:40.210 --> 00:01:43.150 until thermal equilibrium has been reached. 00:01:43.150 --> 00:01:45.540 And we know when thermal equilibrium has been reached 00:01:45.540 --> 00:01:46.800 by looking at the thermometer 00:01:46.800 --> 00:01:49.730 and measuring the highest temperature that's reached. 00:01:49.730 --> 00:01:52.720 Let's say the final temperature is equal 00:01:52.720 --> 00:01:57.560 to 30.0 degrees Celsius. 00:01:57.560 --> 00:02:01.170 So at thermal equilibrium, both the pieces of copper, 00:02:01.170 --> 00:02:03.050 both the copper block and the water 00:02:03.050 --> 00:02:05.463 are at the same final temperature. 00:02:06.500 --> 00:02:08.840 Next, let's calculate the heat gained by the water 00:02:08.840 --> 00:02:12.660 by using the equation q is equal to mc delta T. 00:02:12.660 --> 00:02:15.290 So q is what we're trying to calculate, 00:02:15.290 --> 00:02:17.010 the heat gained by the water. 00:02:17.010 --> 00:02:21.310 M is the mass of the water, which is 150.0 grams. 00:02:21.310 --> 00:02:25.310 So we can write in 150.0 grams. 00:02:25.310 --> 00:02:30.310 C is the specific heat of water, which is 4.18 joules 00:02:31.450 --> 00:02:35.230 per gram degrees Celsius. 00:02:35.230 --> 00:02:38.150 And delta T is the change in the temperature, 00:02:38.150 --> 00:02:40.080 which would be the final temperature, 00:02:40.080 --> 00:02:43.183 so Tf minus the initial temperature Ti. 00:02:44.140 --> 00:02:48.760 The final temperature of the water is 30.0 degrees Celsius, 00:02:48.760 --> 00:02:50.630 and the initial temperature of the water 00:02:50.630 --> 00:02:53.540 was 25.0 degrees Celsius. 00:02:53.540 --> 00:02:58.540 So 30.0 minus 25.0 is equal to 5.0 degrees Celsius. 00:03:01.230 --> 00:03:03.050 So we can write that in. 00:03:03.050 --> 00:03:07.170 And next, we look at units and see what cancels out here. 00:03:07.170 --> 00:03:12.170 So the grams cancel out, degrees Celsius cancels out, 00:03:12.370 --> 00:03:14.740 and we're left with joules as our unit. 00:03:14.740 --> 00:03:19.740 So q is equal to, when we go to two significant figures, 00:03:20.680 --> 00:03:25.680 this is positive 3.1 times 10 to the third joules. 00:03:28.200 --> 00:03:33.200 The positive sign means that this was the energy gained 00:03:33.410 --> 00:03:34.583 by the water. 00:03:35.460 --> 00:03:38.270 Next, let's do the same calculation for copper. 00:03:38.270 --> 00:03:40.970 So we're trying to find q. 00:03:40.970 --> 00:03:45.150 The mass of the copper was 120.0 grams. 00:03:45.150 --> 00:03:47.760 So we can plug that in. 00:03:47.760 --> 00:03:52.760 The specific heat of copper is .39 joules 00:03:53.580 --> 00:03:57.320 per gram degrees Celsius. 00:03:57.320 --> 00:03:58.690 And let's think about the change 00:03:58.690 --> 00:04:00.980 in the temperature of the copper. 00:04:00.980 --> 00:04:02.710 The final temperature of the copper 00:04:02.710 --> 00:04:05.590 was 30.0 degrees Celsius, 00:04:05.590 --> 00:04:07.870 and the initial temperature of the copper 00:04:07.870 --> 00:04:11.480 was 100.0 degrees Celsius. 00:04:11.480 --> 00:04:15.813 So the change in the temperature would be 30.0 minus 100.0, 00:04:17.980 --> 00:04:21.830 which of course is negative 70.0. 00:04:21.830 --> 00:04:26.830 So let's plug in negative 70.0 degrees Celsius. 00:04:28.700 --> 00:04:32.030 Once again, we see what cancels for our units. 00:04:32.030 --> 00:04:35.370 Grams will cancel, degrees Celsius will cancel, 00:04:35.370 --> 00:04:38.060 and our answer will be in joules. 00:04:38.060 --> 00:04:43.060 So q is equal to, using two significant figures, 00:04:45.977 --> 00:04:49.290 negative 3.3 times 10 to the third joules. 00:04:53.100 --> 00:04:54.800 And the negative sign, 00:04:54.800 --> 00:04:57.860 so this negative sign means this is the energy 00:04:57.860 --> 00:05:00.353 that was lost by the copper. 00:05:02.090 --> 00:05:04.040 Next, let's look at these two numbers that we got 00:05:04.040 --> 00:05:05.350 from our calculations. 00:05:05.350 --> 00:05:09.020 Let's think about the magnitude of these two numbers. 00:05:09.020 --> 00:05:12.480 If our coffee cup calorimeter were a perfect insulator, 00:05:12.480 --> 00:05:15.580 the magnitude of these two numbers would be the same. 00:05:15.580 --> 00:05:17.670 So it could be something like 3.3 times 10 00:05:17.670 --> 00:05:20.760 to the third joules for both of them. 00:05:20.760 --> 00:05:23.720 But since these two numbers are not the same, right? 00:05:23.720 --> 00:05:27.330 We can see that we've lost more heat from the copper 00:05:27.330 --> 00:05:30.010 than we've gained in terms of energy for the water, 00:05:30.010 --> 00:05:32.980 which means we could have lost some of the energy 00:05:32.980 --> 00:05:34.930 to the environment. 00:05:34.930 --> 00:05:38.810 So not all of the heat was transferred directly 00:05:38.810 --> 00:05:39.870 to the water. 00:05:39.870 --> 00:05:43.313 Some of it could have escaped our coffee cup calorimeter. 00:05:44.530 --> 00:05:48.920 Next, let's think about calorimetry for a chemical reaction. 00:05:48.920 --> 00:05:50.010 So before we do that, 00:05:50.010 --> 00:05:53.110 let's review some terms for thermodynamics. 00:05:53.110 --> 00:05:56.170 So the system is the part of the universe 00:05:56.170 --> 00:05:58.070 that we are studying. 00:05:58.070 --> 00:06:00.090 So in the case of a chemical reaction, 00:06:00.090 --> 00:06:03.960 the reactants and the products make up the system. 00:06:03.960 --> 00:06:06.483 The surroundings are everything else, 00:06:07.680 --> 00:06:11.410 which would include the water in the calorimeter, 00:06:11.410 --> 00:06:14.050 the coffee cup itself, the thermometer, 00:06:14.050 --> 00:06:15.720 the environment outside, 00:06:15.720 --> 00:06:17.460 so the surroundings are everything else. 00:06:17.460 --> 00:06:20.120 And finally, the universe would be the system 00:06:20.120 --> 00:06:22.400 plus the surroundings. 00:06:22.400 --> 00:06:24.870 So the reactants and the products make up the system. 00:06:24.870 --> 00:06:28.420 So that's what the S stands for here in our calorimeter. 00:06:28.420 --> 00:06:29.690 That's our system. 00:06:29.690 --> 00:06:31.710 And let's say we run a reaction, 00:06:31.710 --> 00:06:35.880 and in the reaction, heat is given off. 00:06:35.880 --> 00:06:37.070 So in that case, 00:06:37.070 --> 00:06:40.740 heat would flow from the system to the surroundings, 00:06:40.740 --> 00:06:43.940 and so the temperature of the water would increase. 00:06:43.940 --> 00:06:47.500 So we would see that as the temperature increases 00:06:47.500 --> 00:06:49.210 on the thermometer. 00:06:49.210 --> 00:06:51.640 Next, we could calculate the heat gained by the water 00:06:51.640 --> 00:06:56.640 by using our q is equal to mc delta T equation. 00:06:57.240 --> 00:07:02.240 And let's say q is equal to positive 1.0 times 10 00:07:03.400 --> 00:07:06.180 to the second joules. 00:07:06.180 --> 00:07:11.180 The positive sign means that the water gained energy. 00:07:12.770 --> 00:07:15.910 If we assume a perfect transfer of heat 00:07:15.910 --> 00:07:17.880 from the system to the surroundings, 00:07:17.880 --> 00:07:21.340 if the surroundings gained positive 1.0 times 10 00:07:21.340 --> 00:07:22.630 to the second joules, 00:07:22.630 --> 00:07:27.533 that means the system must have lost negative 1.0 times 10 00:07:29.210 --> 00:07:31.130 to the second joules. 00:07:31.130 --> 00:07:34.390 So the same magnitude, but we changed the sign here, 00:07:34.390 --> 00:07:36.360 because if we're talking about 00:07:36.360 --> 00:07:38.550 the energy lost by the system, 00:07:38.550 --> 00:07:41.833 it's the same in magnitude, but opposite in sign. 00:07:42.690 --> 00:07:46.370 Next, remember that our lid over here is loose fitting, 00:07:46.370 --> 00:07:50.030 which makes this constant pressure calorimetry, 00:07:50.030 --> 00:07:53.240 and therefore this heat that was transferred is the heat 00:07:53.240 --> 00:07:55.150 that's transferred at constant pressure. 00:07:55.150 --> 00:07:59.580 So we can write a subscript p in here, so qp. 00:07:59.580 --> 00:08:02.700 The heat transfer at a constant pressure is the definition 00:08:02.700 --> 00:08:05.840 for the change in the enthalpy delta H, 00:08:05.840 --> 00:08:10.800 so we can write that qp is equal to delta H. 00:08:11.820 --> 00:08:15.140 And when delta H is negative, 00:08:15.140 --> 00:08:18.383 we're talking about an exothermic reaction. 00:08:22.940 --> 00:08:24.810 So when a reaction is exothermic, 00:08:24.810 --> 00:08:27.800 heat is transferred from the system to the surroundings, 00:08:27.800 --> 00:08:29.680 and therefore we see an increase 00:08:29.680 --> 00:08:32.190 in the temperature of the water. 00:08:32.190 --> 00:08:35.280 Finally, let's think about an endothermic reaction. 00:08:35.280 --> 00:08:36.710 In an endothermic reaction, 00:08:36.710 --> 00:08:39.940 heat is transferred from the surroundings to the system. 00:08:39.940 --> 00:08:41.630 So here we can show heat flowing 00:08:41.630 --> 00:08:44.200 from the surroundings to the system. 00:08:44.200 --> 00:08:48.090 Since energy is leaving the surroundings, 00:08:48.090 --> 00:08:51.640 the temperature of the water will decrease 00:08:51.640 --> 00:08:54.430 for an endothermic reaction. 00:08:54.430 --> 00:08:57.640 And since heat is being transferred to the system, 00:08:57.640 --> 00:09:00.860 we can go ahead and write heat over here, 00:09:00.860 --> 00:09:03.990 we can go ahead and write heat on the reactants side, 00:09:03.990 --> 00:09:08.990 and delta H would be positive for an endothermic reaction. 00:09:09.960 --> 00:09:11.910 So for an endothermic reaction, 00:09:11.910 --> 00:09:15.560 energy is transferred from the surroundings to the system, 00:09:15.560 --> 00:09:19.123 and therefore the temperature of the water will decrease.
Heat capacity
https://www.youtube.com/watch?v=QlusUNM1ehA
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en
WEBVTT Kind: captions Language: en 00:00:01.200 --> 00:00:03.430 - [Instructor] The heat capacity of an object is the amount 00:00:03.430 --> 00:00:05.640 of heat necessary to raise the temperature 00:00:05.640 --> 00:00:10.230 of the object by one degree Celsius or one Kelvin. 00:00:10.230 --> 00:00:12.820 The specific heat capacity, which is often 00:00:12.820 --> 00:00:16.310 just called specific heat is the heat capacity 00:00:16.310 --> 00:00:18.640 of one gram of a substance 00:00:18.640 --> 00:00:21.890 while the molar heat capacity is the heat capacity 00:00:21.890 --> 00:00:24.313 for one mole of a substance. 00:00:25.170 --> 00:00:28.630 We symbolize specific heat with a capital C 00:00:28.630 --> 00:00:31.000 and a subscript s for specific, 00:00:31.000 --> 00:00:34.250 and molar heat capacity is symbolized by capital C 00:00:34.250 --> 00:00:36.430 with a subscript m. 00:00:36.430 --> 00:00:38.510 First let's look at specific heat. 00:00:38.510 --> 00:00:40.390 The specific heat of water is equal 00:00:40.390 --> 00:00:43.897 to 4.18 joules per gram degrees Celsius. 00:00:43.897 --> 00:00:48.750 And what this means is if we have one gram of liquid water, 00:00:48.750 --> 00:00:50.030 and let's say the initial temperature 00:00:50.030 --> 00:00:53.540 is 14.5 degrees Celsius, 00:00:53.540 --> 00:00:58.380 it takes positive 4.18 joules 00:00:58.380 --> 00:01:00.880 of energy to increase the temperature 00:01:00.880 --> 00:01:05.640 of that one gram of water by one degree Celsius. 00:01:05.640 --> 00:01:07.760 Therefore the final temperature of the water 00:01:07.760 --> 00:01:12.760 would be 15.5 degrees Celsius after we add 4.18 joules. 00:01:14.950 --> 00:01:17.360 Next let's calculate the molar heat capacity 00:01:17.360 --> 00:01:20.160 of water from the specific heat. 00:01:20.160 --> 00:01:22.030 If we multiply the specific heat 00:01:22.030 --> 00:01:24.710 of water by the molar mass of water 00:01:24.710 --> 00:01:29.710 which is 18.0 grams per mole, 00:01:31.000 --> 00:01:36.000 the grams will cancel out and that gives us 75.2 joules 00:01:39.149 --> 00:01:43.560 per mole degree Celsius. 00:01:43.560 --> 00:01:48.560 And so this is the molar heat capacity of water. 00:01:49.250 --> 00:01:52.190 Let's say we had 18.0 grams of water. 00:01:52.190 --> 00:01:54.340 If we divide by the molar mass of water 00:01:54.340 --> 00:01:59.210 which is 18.0 grams per mole, the grams cancel 00:01:59.210 --> 00:02:03.770 and that gives us one mole of liquid water. 00:02:03.770 --> 00:02:06.300 So one mole of H2O. 00:02:06.300 --> 00:02:09.364 Using the molar heat capacity of water, 00:02:09.364 --> 00:02:14.364 it would take positive 75.2 joules 00:02:14.650 --> 00:02:17.470 of energy to increase the temperature 00:02:17.470 --> 00:02:22.470 of that 18.0 grams of water by one degree Celsius. 00:02:22.890 --> 00:02:25.640 Next let's calculate how much heat is necessary 00:02:25.640 --> 00:02:30.000 to warm 250 grams of water from an initial temperature 00:02:30.000 --> 00:02:32.840 of 22 degrees Celsius to a final temperature 00:02:32.840 --> 00:02:35.590 of 98 degrees Celsius. 00:02:35.590 --> 00:02:38.830 Using the units for specific heat, 00:02:38.830 --> 00:02:42.420 which are joules per gram degree Celsius. 00:02:42.420 --> 00:02:45.580 We can rewrite the specific heat is equal 00:02:45.580 --> 00:02:50.120 to joules is the quantity of heat that's transferred. 00:02:50.120 --> 00:02:52.580 So we could just write q for that. 00:02:52.580 --> 00:02:55.690 Grams is the mass of the substance 00:02:55.690 --> 00:02:57.920 and degree Celsius is talking 00:02:57.920 --> 00:03:00.520 about the change in temperature delta T. 00:03:00.520 --> 00:03:04.360 So if we multiply both sides by m delta T, 00:03:04.360 --> 00:03:07.010 we arrive at the following equation 00:03:07.010 --> 00:03:12.010 which is q is equal to mC delta T. 00:03:12.500 --> 00:03:15.160 And we can use this equation to calculate the heat 00:03:15.160 --> 00:03:17.370 transferred for different substances 00:03:17.370 --> 00:03:20.030 with different specific heats. 00:03:20.030 --> 00:03:23.220 However, right now we're only interested in our liquid water 00:03:23.220 --> 00:03:26.160 and how much heat it takes to increase the temperature 00:03:26.160 --> 00:03:29.880 of our water from 22 degrees Celsius to a final temperature 00:03:29.880 --> 00:03:32.440 of 98 degrees Celsius. 00:03:32.440 --> 00:03:34.370 To find the change in temperature, 00:03:34.370 --> 00:03:36.860 that's equal to the final temperature 00:03:36.860 --> 00:03:39.610 minus the initial temperature 00:03:39.610 --> 00:03:42.480 which would be 98 degrees Celsius 00:03:42.480 --> 00:03:47.480 minus 22 which is equal to 76 degrees Celsius. 00:03:49.470 --> 00:03:52.210 Next, we can plug everything into our equation. 00:03:52.210 --> 00:03:54.410 Q is what we're trying to find. 00:03:54.410 --> 00:03:57.887 M is the mass of the substance, which is 250 grams. 00:03:59.810 --> 00:04:02.410 C is the specific heat of water 00:04:02.410 --> 00:04:06.070 which is 4.18 joules per gram degrees Celsius, 00:04:06.070 --> 00:04:10.490 and delta T we've just found is 76 degrees Celsius. 00:04:10.490 --> 00:04:13.830 So let's plug everything into our equation. 00:04:13.830 --> 00:04:18.830 Q would be equal to, the mass is 250 grams. 00:04:19.410 --> 00:04:24.410 The specific heat of water is 4.18 joules 00:04:24.880 --> 00:04:28.900 per gram degree Celsius. 00:04:28.900 --> 00:04:33.570 And the change of temperature is 76 degrees Celsius. 00:04:33.570 --> 00:04:37.720 So looking at that, we can see that grams will cancel out 00:04:37.720 --> 00:04:42.030 and degrees Celsius will cancel out and give us, 00:04:42.030 --> 00:04:47.030 q is equal to 79,420 joules or to two significant figures, 00:04:51.910 --> 00:04:56.910 q is equal to 7.9 times 10 to the fourth joules. 00:04:59.266 --> 00:05:02.810 So 7.9 times 10 to the fourth joules of energy 00:05:02.810 --> 00:05:05.260 has to be transferred to the water 00:05:05.260 --> 00:05:08.170 to increase the temperature of the water 00:05:08.170 --> 00:05:13.110 from 22 degrees Celsius to 98 degrees Celsius. 00:05:13.110 --> 00:05:15.670 The specific heat can vary slightly with temperature. 00:05:15.670 --> 00:05:18.590 So the temperature is often specified when you're looking 00:05:18.590 --> 00:05:21.180 at a table for specific heats. 00:05:21.180 --> 00:05:22.930 For example, in the left column 00:05:22.930 --> 00:05:24.250 we have different substances, 00:05:24.250 --> 00:05:26.220 on the right column we have their specific heats 00:05:26.220 --> 00:05:29.090 at 298 Kelvin. 00:05:29.090 --> 00:05:31.030 So we could use for our units 00:05:31.030 --> 00:05:35.220 for specific heat joules per gram degrees Celsius, 00:05:35.220 --> 00:05:38.920 or we could use joules per gram Kelvin. 00:05:38.920 --> 00:05:43.920 For liquid water, the specific heat is 4.18 at 298 Kelvin. 00:05:45.180 --> 00:05:50.180 For aluminum, solid aluminum, the specific heat is 0.90. 00:05:50.430 --> 00:05:54.227 And for solid iron the specific heat is 0.45 00:05:55.520 --> 00:05:58.310 joules per gram Kelvin. 00:05:58.310 --> 00:06:01.490 Let's compare the two metals on our table here. 00:06:01.490 --> 00:06:04.780 Let's compare a solid aluminum and solid iron. 00:06:04.780 --> 00:06:08.053 So we're gonna add 1.0 times 10 00:06:08.053 --> 00:06:13.053 to the second joules of energy to both metals 00:06:13.560 --> 00:06:17.760 and see what happens in terms of change in temperature. 00:06:17.760 --> 00:06:20.240 First, let's do the calculation for aluminum. 00:06:20.240 --> 00:06:22.360 We're doing Q is equal to mC delta T 00:06:22.360 --> 00:06:27.360 and we're adding 1.0 times 10 to the second joules. 00:06:28.140 --> 00:06:32.970 And let's say we had 10 grams of both of our metals. 00:06:32.970 --> 00:06:36.870 So this would be 10.0 grams of aluminum. 00:06:36.870 --> 00:06:39.910 And then we multiply that by this specific heat of aluminum, 00:06:39.910 --> 00:06:41.565 which is 0.90. 00:06:41.565 --> 00:06:46.565 So 0.90 joules per gram Kelvin times delta T. 00:06:49.620 --> 00:06:51.500 When we do the math for this, 00:06:51.500 --> 00:06:55.010 the joules will cancel out, the grams will cancel out 00:06:55.010 --> 00:06:58.100 and we would find that delta T would be equal 00:06:58.100 --> 00:07:01.800 to 11 Kelvin or 11 degrees Celsius. 00:07:01.800 --> 00:07:05.040 It doesn't really matter which units you're using here 00:07:05.040 --> 00:07:07.230 for the specific heat. 00:07:07.230 --> 00:07:10.630 Next let's do the same calculation for iron. 00:07:10.630 --> 00:07:13.380 So we're adding the same amount of heat. 00:07:13.380 --> 00:07:16.410 So 1.0 times 10 to the second joules of energy. 00:07:16.410 --> 00:07:20.450 So we can plug that in, 1.0 times 10 00:07:20.450 --> 00:07:22.370 to the second joules. 00:07:22.370 --> 00:07:24.090 We're dealing with the same mass 00:07:24.090 --> 00:07:27.710 so we have 10.0 grams of iron 00:07:27.710 --> 00:07:30.280 but this time we're using these specific heat of iron 00:07:30.280 --> 00:07:35.280 which is 0.45 joules per gram Kelvin times delta T. 00:07:39.450 --> 00:07:43.380 So once again, joules cancels out, grams cancels out 00:07:43.380 --> 00:07:48.380 and we get that delta T is equal to 22 Kelvin, 00:07:49.080 --> 00:07:52.890 or 22 degrees Celsius. 00:07:52.890 --> 00:07:55.380 What we can learn from doing these two calculations 00:07:55.380 --> 00:07:58.270 is we had the same amount of heat added 00:07:58.270 --> 00:08:00.300 to our two substances 00:08:00.300 --> 00:08:01.980 with the mass of the two substances 00:08:01.980 --> 00:08:05.850 was the same, the difference was their specific heats. 00:08:05.850 --> 00:08:10.850 So iron has a lower specific heat than aluminum. 00:08:10.850 --> 00:08:13.840 And since iron has a lower specific heat, 00:08:13.840 --> 00:08:16.540 it's easier to change the temperature of the iron. 00:08:16.540 --> 00:08:18.870 So the lower the value for the specific heat, 00:08:18.870 --> 00:08:21.850 the higher the change in the temperature, 00:08:21.850 --> 00:08:24.440 or you could also say the higher the value 00:08:24.440 --> 00:08:25.860 for the specific heat, 00:08:25.860 --> 00:08:28.230 the smaller the change in the temperature, 00:08:28.230 --> 00:08:30.423 and going back to our chart, 00:08:31.651 --> 00:08:35.150 water, liquid water has a relatively high specific heat 00:08:35.150 --> 00:08:36.960 which means the temperature of water 00:08:36.960 --> 00:08:39.953 is relatively resistant to change.
Heat transfer and thermal equilibrium
https://www.youtube.com/watch?v=7jAPitc0bkY
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https://www.youtube.com/api/timedtext?v=7jAPitc0bkY&ei=6VWUZdP4IOzWxN8PyZupyAw&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=12F81AD19D63AFD9AC84687C1474CCAFDFC328E2.AB71906AB898455C8DA172E9CDB4F13B55CE43A2&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.450 --> 00:00:03.360 - [Instructor] Let's say we have two samples of helium gas. 00:00:03.360 --> 00:00:05.730 One sample of helium gas is at temperature T1 00:00:06.910 --> 00:00:09.973 and the other sample of helium gas is at temperature T2. 00:00:10.840 --> 00:00:13.600 If T2 is greater than T1, 00:00:13.600 --> 00:00:15.080 that means on average, 00:00:15.080 --> 00:00:18.780 the particles of helium gas in the second box 00:00:18.780 --> 00:00:22.550 are moving faster than the particles of helium gas 00:00:22.550 --> 00:00:24.170 in the first box. 00:00:24.170 --> 00:00:26.020 We can tell the particles in the second box 00:00:26.020 --> 00:00:28.320 are moving faster because on average, 00:00:28.320 --> 00:00:32.460 the length of these arrows indicating the velocity vector 00:00:32.460 --> 00:00:34.620 in the box and the right are longer 00:00:34.620 --> 00:00:38.130 than the length of the arrows in the first box. 00:00:38.130 --> 00:00:40.660 The equation for kinetic energy 00:00:40.660 --> 00:00:44.420 is equal to 1/2 mv squared, 00:00:44.420 --> 00:00:46.450 where m is the mass of a particle 00:00:46.450 --> 00:00:49.330 and v is the velocity of a particle. 00:00:49.330 --> 00:00:51.990 Since the gas particles in the box on the right 00:00:51.990 --> 00:00:55.660 are on average traveling faster and have higher velocities, 00:00:55.660 --> 00:00:58.170 the average kinetic energy 00:00:58.170 --> 00:01:01.130 of the particles in the box on the right 00:01:01.130 --> 00:01:03.800 is higher than the average kinetic energy 00:01:03.800 --> 00:01:06.980 for the particles in the box on the left. 00:01:06.980 --> 00:01:08.880 And so the average kinetic energy 00:01:08.880 --> 00:01:11.160 is proportional to the temperature. 00:01:11.160 --> 00:01:12.760 The higher the temperature, 00:01:12.760 --> 00:01:16.993 the higher the average kinetic energy of the particles. 00:01:18.090 --> 00:01:21.180 Instead of gases, let's look at two metal blocks 00:01:21.180 --> 00:01:23.050 made of the same material. 00:01:23.050 --> 00:01:25.670 So one of the metal blocks is at temperature T1 00:01:25.670 --> 00:01:28.890 and the other metal block is at temperature T2. 00:01:28.890 --> 00:01:32.800 Let's say the temperature T2 is greater than T1. 00:01:32.800 --> 00:01:36.230 What that means is the particles in the metal box 00:01:36.230 --> 00:01:39.170 on the right are on average moving faster 00:01:39.170 --> 00:01:42.530 than the particles in the metal box on the left. 00:01:42.530 --> 00:01:44.970 And that means that the average kinetic energy 00:01:44.970 --> 00:01:47.620 of the particles in the box on the right is greater 00:01:47.620 --> 00:01:48.980 than the average kinetic energy 00:01:48.980 --> 00:01:52.393 in the particles in the box on the left. 00:01:53.340 --> 00:01:55.680 Also notice, right now are two pieces of metal 00:01:55.680 --> 00:01:57.150 are not touching each other. 00:01:57.150 --> 00:01:59.450 So there's a little bit of space between them. 00:02:00.450 --> 00:02:01.980 Next, we bring the two objects 00:02:01.980 --> 00:02:04.040 and we put them in contact with each other. 00:02:04.040 --> 00:02:07.410 So now there are collisions between the particles that touch 00:02:07.410 --> 00:02:10.170 and this results in the transfer of energy 00:02:10.170 --> 00:02:13.550 from the hotter object to the cooler object. 00:02:13.550 --> 00:02:17.310 So heat flows from the object at the higher temperature 00:02:17.310 --> 00:02:20.480 to the object at the lower temperature. 00:02:20.480 --> 00:02:24.410 And so the hot atoms in the metal object on the right 00:02:24.410 --> 00:02:25.860 start to move a little slower, 00:02:25.860 --> 00:02:28.580 whereas the colder atoms in the metal on the left 00:02:28.580 --> 00:02:30.710 start to move a little bit faster. 00:02:30.710 --> 00:02:33.810 And the transfer of energy continues 00:02:33.810 --> 00:02:38.350 until both objects have the same final temperature. 00:02:38.350 --> 00:02:42.653 And we say that thermal equilibrium has been reached. 00:02:43.620 --> 00:02:45.640 So here we have our two objects, 00:02:45.640 --> 00:02:50.070 and the two objects are at the same final temperature, 00:02:50.070 --> 00:02:53.870 which means we have reached thermal equilibrium. 00:02:53.870 --> 00:02:55.750 And since we've reached thermal equilibrium, 00:02:55.750 --> 00:02:58.530 there's no more flow of heat between the two objects, 00:02:58.530 --> 00:03:02.000 and since both objects are at the same final temperature, 00:03:02.000 --> 00:03:04.190 that means the average kinetic energy 00:03:04.190 --> 00:03:07.663 of the particles in both objects is now the same.
Representing endothermic and exothermic processes using energy diagrams
https://www.youtube.com/watch?v=LYrpdeXbvdk
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en
WEBVTT Kind: captions Language: en 00:00:00.021 --> 00:00:01.730 - [Instructor] Let's say we run an experiment 00:00:01.730 --> 00:00:05.510 to determine if a reaction is endo or exothermic. 00:00:05.510 --> 00:00:10.510 For our hypothetical reaction, A reaction would B to form C. 00:00:10.580 --> 00:00:13.290 And let's say this reaction takes place in aqueous solution 00:00:13.290 --> 00:00:15.180 in a beaker. 00:00:15.180 --> 00:00:18.259 We can define our system as the reactants and products 00:00:18.259 --> 00:00:20.850 that make up our chemical reaction, 00:00:20.850 --> 00:00:23.130 and everything else is part of the surroundings, 00:00:23.130 --> 00:00:25.475 for example, the water and also the beaker 00:00:25.475 --> 00:00:28.630 the reaction is taking place in. 00:00:28.630 --> 00:00:30.100 Let's say we run the reaction 00:00:30.100 --> 00:00:31.667 and we put our hand on the beaker 00:00:31.667 --> 00:00:34.710 and we feel that the beaker is warm. 00:00:34.710 --> 00:00:35.860 If the beaker is warm 00:00:35.860 --> 00:00:38.700 since the beaker is part of the surroundings, 00:00:38.700 --> 00:00:41.130 energy must've been transferred from the system 00:00:41.130 --> 00:00:42.920 to the surrounding. 00:00:42.920 --> 00:00:45.790 So heat flowed from the system to the surroundings. 00:00:45.790 --> 00:00:49.160 And that's an example of an exothermic reaction. 00:00:49.160 --> 00:00:53.280 So Delta H is negative. 00:00:53.280 --> 00:00:54.938 We can determine the amount of energy that flowed 00:00:54.938 --> 00:00:56.700 from the system to the surroundings 00:00:56.700 --> 00:00:58.177 by looking at the energy profile 00:00:58.177 --> 00:01:01.670 for our hypothetical reaction. 00:01:01.670 --> 00:01:04.680 In an energy profile, potential energy is in the y-axis 00:01:04.680 --> 00:01:06.733 in kilojoules per mole and reaction to progress 00:01:06.733 --> 00:01:08.980 is on the x-axis. 00:01:08.980 --> 00:01:12.230 So as we move to the right on the x-axis, 00:01:12.230 --> 00:01:14.820 the reaction is occurring. 00:01:14.820 --> 00:01:16.810 Our reactants, which are A and B 00:01:16.810 --> 00:01:18.750 have a certain amount of potential energy. 00:01:18.750 --> 00:01:21.780 So that's right here on our energy profile. 00:01:21.780 --> 00:01:25.350 So that part represents the energy of our reactants. 00:01:25.350 --> 00:01:28.000 Our reactants react together to form our product 00:01:28.000 --> 00:01:30.840 which is C and that's at the very end. 00:01:30.840 --> 00:01:34.480 So over here, this line represents the energy 00:01:34.480 --> 00:01:37.533 the potential energy of our products. 00:01:38.530 --> 00:01:41.320 Notice how the potential energy of our reactants 00:01:41.320 --> 00:01:43.800 is higher than the potential energy of the product. 00:01:43.800 --> 00:01:46.900 So if we were to find the change in energy, 00:01:46.900 --> 00:01:49.070 that would be the final minus the initial. 00:01:49.070 --> 00:01:52.760 So the energy of the products minus the energy 00:01:52.760 --> 00:01:56.120 of the reactance for this energy profile, 00:01:56.120 --> 00:02:00.100 the energy of the products is about 50 kilojoules per mole, 00:02:00.100 --> 00:02:03.310 and the potential energy of our reactance is at 100. 00:02:03.310 --> 00:02:06.946 So this would be 50 minus 100 00:02:06.946 --> 00:02:11.946 which is equal to negative 50 kilojoules per mole. 00:02:15.470 --> 00:02:18.470 So on our energy profile, we could show Delta E 00:02:18.470 --> 00:02:20.940 which would be this difference right here. 00:02:20.940 --> 00:02:23.300 So that represents Delta E 00:02:23.300 --> 00:02:27.374 and the change in energy Delta E is also equal to the change 00:02:27.374 --> 00:02:32.374 in the enthalpy Delta H for this reaction. 00:02:32.730 --> 00:02:34.530 So we know that the change in enthalpy 00:02:34.530 --> 00:02:37.900 is equal to negative 50 kilojoules per moles. 00:02:37.900 --> 00:02:41.660 Let's go ahead and plug that in over here on the left. 00:02:41.660 --> 00:02:44.180 So by feeling the outside of the beaker, 00:02:44.180 --> 00:02:47.150 we knew that the reaction was exothermic, 00:02:47.150 --> 00:02:49.100 but the energy profile allowed us to figure out 00:02:49.100 --> 00:02:53.220 how much energy was transferred from the system 00:02:53.220 --> 00:02:55.510 to the surroundings. 00:02:55.510 --> 00:02:58.560 So for an energy profile, when the energy of the reactants 00:02:58.560 --> 00:03:01.180 is higher than the energy of the products, 00:03:01.180 --> 00:03:05.300 this is the energy profile for an exothermic reaction. 00:03:05.300 --> 00:03:07.460 Let's say we ran a similar reaction 00:03:07.460 --> 00:03:10.090 where A plus B turned into C, 00:03:10.090 --> 00:03:11.780 but this time when we felt the beaker, 00:03:11.780 --> 00:03:14.620 the beaker felt cool to the touch. 00:03:14.620 --> 00:03:16.400 If that's the case, it's because energy 00:03:16.400 --> 00:03:21.150 was being transferred from the surroundings to the system. 00:03:21.150 --> 00:03:23.920 And since these surroundings was losing energy, 00:03:23.920 --> 00:03:27.000 that's why the beaker felt cool. 00:03:27.000 --> 00:03:29.840 So heat flows from the surroundings to the system, 00:03:29.840 --> 00:03:33.400 and this occurs in an endothermic reaction 00:03:33.400 --> 00:03:36.940 and the change in entropy, Delta H is positive 00:03:36.940 --> 00:03:39.810 for an endothermic process. 00:03:39.810 --> 00:03:41.123 When we look at the energy profile 00:03:41.123 --> 00:03:43.740 for an endothermic reaction. 00:03:43.740 --> 00:03:46.280 The energy of the reactants. 00:03:46.280 --> 00:03:48.300 So go ahead and write reactants in here. 00:03:48.300 --> 00:03:50.990 The energy of the reactants is lower 00:03:50.990 --> 00:03:54.083 than the energy of the products. 00:03:56.343 --> 00:03:59.313 So this time, if we find Delta E 00:03:59.313 --> 00:04:03.000 that would be the energy of our products 00:04:03.000 --> 00:04:06.210 minus the energy of our reactants. 00:04:06.210 --> 00:04:07.710 And the energy of our products 00:04:07.710 --> 00:04:11.050 is about 100 kilojoules per mole 00:04:11.050 --> 00:04:13.528 and the energy of our reactants is about 50. 00:04:13.528 --> 00:04:16.600 So let's say it's 100 minus 50, 00:04:16.600 --> 00:04:21.513 which would be positive 50 kilojoules per mole. 00:04:24.890 --> 00:04:28.840 So on our diagram if we represent Delta E, 00:04:28.840 --> 00:04:32.520 that would be this difference here on the energy profile. 00:04:32.520 --> 00:04:36.998 And once again, Delta E is equal to the change 00:04:36.998 --> 00:04:41.600 in the enthalpy Delta H for the reaction. 00:04:41.600 --> 00:04:44.230 So Delta H for this hypothetical reaction 00:04:44.230 --> 00:04:48.583 is positive 50 kilojoules per mole. 00:04:51.310 --> 00:04:52.369 Since Delta H is positive, 00:04:52.369 --> 00:04:54.794 we know that energy was transferred from the surroundings 00:04:54.794 --> 00:04:56.690 to the system. 00:04:56.690 --> 00:04:58.550 And that's the reason why the products 00:04:58.550 --> 00:05:01.890 have a higher potential energy than the reactants 00:05:01.890 --> 00:05:03.663 in our energy diagram.
Endothermic and exothermic processes
https://www.youtube.com/watch?v=JPxTgtUx9sE
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en
WEBVTT Kind: captions Language: en 00:00:01.400 --> 00:00:02.660 - [Educator] Before we get into the terms, 00:00:02.660 --> 00:00:04.090 endo and exothermic, 00:00:04.090 --> 00:00:06.480 We need to look at some other thermodynamics terms 00:00:06.480 --> 00:00:07.590 that are used. 00:00:07.590 --> 00:00:09.060 For example, system. 00:00:09.060 --> 00:00:12.520 The system refers to the part of the universe 00:00:12.520 --> 00:00:14.270 that we are studying. 00:00:14.270 --> 00:00:17.770 For our example, we're going to consider a monatomic gas. 00:00:17.770 --> 00:00:21.460 Let's say we have some helium particles in a container. 00:00:21.460 --> 00:00:24.970 And the helium gas represents our system. 00:00:24.970 --> 00:00:28.440 The surroundings are everything else in the universe. 00:00:28.440 --> 00:00:31.548 So that would include this piston here 00:00:31.548 --> 00:00:33.080 and the cylinder 00:00:33.080 --> 00:00:34.580 in which the gas is in. 00:00:34.580 --> 00:00:37.720 And the universe consists of both the system 00:00:37.720 --> 00:00:39.723 and the surroundings. 00:00:40.670 --> 00:00:43.890 Next, let's look at the first law of thermodynamics 00:00:43.890 --> 00:00:45.080 which can be summarized 00:00:45.080 --> 00:00:47.060 by writing delta E is equal 00:00:47.060 --> 00:00:49.100 to Q plus W. 00:00:49.100 --> 00:00:52.470 Delta E is the change in the internal energy 00:00:52.470 --> 00:00:53.620 of the system. 00:00:53.620 --> 00:00:56.460 And the internal energy refers to the sum 00:00:56.460 --> 00:00:59.510 of all the kinetic and potential energies 00:00:59.510 --> 00:01:01.750 of the components of the system. 00:01:01.750 --> 00:01:05.580 Since we have a monatomic gas for our system, 00:01:05.580 --> 00:01:07.900 we only have kinetic energy. 00:01:07.900 --> 00:01:10.670 So if you could imagine adding up the kinetic energy 00:01:10.670 --> 00:01:12.140 for each particle, 00:01:12.140 --> 00:01:14.910 the sum of those kinetic energies for this example 00:01:14.910 --> 00:01:17.450 would be equal to the internal energy 00:01:17.450 --> 00:01:18.910 of the system. 00:01:18.910 --> 00:01:21.490 Q refers to the heat 00:01:21.490 --> 00:01:24.640 that's transferred from the system. 00:01:24.640 --> 00:01:28.270 So it's either transferred to or from the system. 00:01:28.270 --> 00:01:31.730 And W refers to the work done on 00:01:31.730 --> 00:01:33.253 or by the system. 00:01:34.440 --> 00:01:36.080 Let's look at the sign conventions 00:01:36.080 --> 00:01:38.300 for the first law of thermodynamics. 00:01:38.300 --> 00:01:40.030 When we think about Q; 00:01:40.030 --> 00:01:43.930 when heat flows into the system from the surroundings, 00:01:43.930 --> 00:01:47.750 we say that Q is positive. 00:01:47.750 --> 00:01:49.740 When heat flows out of the system 00:01:49.740 --> 00:01:51.520 and into the surroundings, 00:01:51.520 --> 00:01:54.943 we say that Q is negative. 00:01:56.270 --> 00:01:59.530 For work, when work is done on the system 00:01:59.530 --> 00:02:01.080 by the surroundings, 00:02:01.080 --> 00:02:03.610 the work is positive. 00:02:03.610 --> 00:02:05.070 But if work is done 00:02:05.070 --> 00:02:07.420 by the system on the surroundings, 00:02:07.420 --> 00:02:10.400 work is negative. 00:02:10.400 --> 00:02:12.840 It's very useful to think about internal energy 00:02:12.840 --> 00:02:14.240 like a bank account. 00:02:14.240 --> 00:02:15.900 So if Q is positive 00:02:15.900 --> 00:02:17.520 and work is positive, 00:02:17.520 --> 00:02:20.950 that's like money coming into your bank account. 00:02:20.950 --> 00:02:22.440 But if Q is negative 00:02:22.440 --> 00:02:23.800 or the work is negative, 00:02:23.800 --> 00:02:26.983 that's like money leaving your bank account. 00:02:28.040 --> 00:02:30.610 Let's look at an example of the first law of thermodynamics 00:02:30.610 --> 00:02:32.460 using our sample of helium 00:02:32.460 --> 00:02:33.640 that's in a cylinder 00:02:33.640 --> 00:02:35.720 with a movable piston. 00:02:35.720 --> 00:02:40.150 So let's say that 6,000 joules of energy. 00:02:40.150 --> 00:02:45.150 So 6,000 joules flows from the surroundings into the system. 00:02:47.290 --> 00:02:49.950 And that heats up our helium particles, 00:02:49.950 --> 00:02:50.980 which then expand 00:02:50.980 --> 00:02:53.800 and push the piston up. 00:02:53.800 --> 00:02:56.580 So the piston gets pushed up, 00:02:56.580 --> 00:03:01.310 which is the system doing work on the surroundings. 00:03:01.310 --> 00:03:03.660 And let's say that, 00:03:03.660 --> 00:03:08.300 that's 2000 joules of work done 00:03:08.300 --> 00:03:11.550 by the system on the surroundings. 00:03:11.550 --> 00:03:13.230 Using our assigned conventions, 00:03:13.230 --> 00:03:17.210 since heat flowed into the system from the surroundings, 00:03:17.210 --> 00:03:19.520 that's a positive value for Q. 00:03:19.520 --> 00:03:22.020 And since the work was done 00:03:22.020 --> 00:03:24.380 by the system on the surroundings, 00:03:24.380 --> 00:03:26.650 that's a negative for the work done. 00:03:26.650 --> 00:03:28.200 So we can go ahead and plug in 00:03:28.200 --> 00:03:31.190 to the first law of thermodynamics. 00:03:31.190 --> 00:03:35.080 The heat transferred is positive 6,000 joules 00:03:35.080 --> 00:03:40.080 and the work done as negative 2000 joules, 00:03:40.480 --> 00:03:42.100 therefore delta E 00:03:42.100 --> 00:03:45.290 or the change in the internal energy is equal 00:03:45.290 --> 00:03:49.373 to positive 4,000 joules. 00:03:50.220 --> 00:03:53.430 Thinking about internal energy like our bank account, 00:03:53.430 --> 00:03:56.100 we've gained 4,000 joules. 00:03:56.100 --> 00:03:59.190 So that could be like gaining $4,000. 00:03:59.190 --> 00:04:02.360 Since the system has gained 4,000 joules, 00:04:02.360 --> 00:04:06.690 that must mean the surroundings has lost 4,000 joules. 00:04:06.690 --> 00:04:08.210 But since energy is conserved, 00:04:08.210 --> 00:04:12.180 the total energy of the universe remains constant. 00:04:12.180 --> 00:04:14.240 Let's apply the first law of thermodynamics 00:04:14.240 --> 00:04:16.420 to the combustion of propane 00:04:16.420 --> 00:04:19.360 and an open container at constant pressure. 00:04:19.360 --> 00:04:20.680 For the combustion of propane, 00:04:20.680 --> 00:04:22.950 the reactants and products 00:04:22.950 --> 00:04:25.150 for the combustion reaction are considered 00:04:25.150 --> 00:04:26.280 to be the system, 00:04:26.280 --> 00:04:29.720 and everything else is the surroundings. 00:04:29.720 --> 00:04:34.400 So this combustion reaction gives off 2,044 kilojoules 00:04:34.400 --> 00:04:35.380 of energy. 00:04:35.380 --> 00:04:38.160 So that's the heat that's transferred from the system 00:04:38.160 --> 00:04:39.840 to the surroundings. 00:04:39.840 --> 00:04:43.020 The system also does two kilojoules of work 00:04:43.020 --> 00:04:44.420 on the surroundings. 00:04:44.420 --> 00:04:47.140 So by convention, we make that negative. 00:04:47.140 --> 00:04:49.610 To find the change in the internal energy of the system, 00:04:49.610 --> 00:04:51.450 we add Q plus W 00:04:51.450 --> 00:04:56.250 and get negative 2,046 kilojoules. 00:04:57.690 --> 00:04:59.220 Since this reaction was carried out 00:04:59.220 --> 00:05:01.090 under constant external pressure, 00:05:01.090 --> 00:05:03.960 we can write Q sub P here. 00:05:03.960 --> 00:05:07.330 So Q sub P is the heat 00:05:07.330 --> 00:05:10.280 that's transferred at constant pressure, 00:05:10.280 --> 00:05:14.690 and that is equal to the change in the enthalpy, 00:05:14.690 --> 00:05:18.230 which is symbolized by delta H. 00:05:18.230 --> 00:05:20.550 So the change in enthalpy is the heat 00:05:20.550 --> 00:05:23.600 that's transferred at constant pressure. 00:05:23.600 --> 00:05:25.150 So the change in enthalpy 00:05:25.150 --> 00:05:26.920 for the combustion of propane is equal 00:05:26.920 --> 00:05:31.570 to negative 2,044 kilojoules. 00:05:31.570 --> 00:05:35.280 And notice how the change in enthalpy is almost 00:05:35.280 --> 00:05:38.800 the same value as the change in the internal energy. 00:05:38.800 --> 00:05:42.060 So the work done by the system is a very small amount 00:05:42.060 --> 00:05:42.893 in this case, 00:05:42.893 --> 00:05:44.090 and that's usually the case. 00:05:44.090 --> 00:05:46.710 And since most chemical reactions are done 00:05:46.710 --> 00:05:48.700 under constant pressure, 00:05:48.700 --> 00:05:52.270 chemists care more about the change in the enthalpy 00:05:52.270 --> 00:05:55.870 than they do about the change in the internal energy. 00:05:55.870 --> 00:05:57.980 When delta H is negative, 00:05:57.980 --> 00:06:00.530 we call that an exothermic process. 00:06:00.530 --> 00:06:04.733 So the combustion of propane is an exothermic reaction. 00:06:05.810 --> 00:06:09.390 An endothermic process is where heat is transferred 00:06:09.390 --> 00:06:11.890 from the surroundings to the systems. 00:06:11.890 --> 00:06:16.310 So the system has gained heat from the surroundings. 00:06:16.310 --> 00:06:17.520 The change in enthalpy, 00:06:17.520 --> 00:06:21.060 delta H is positive for an endothermic process. 00:06:21.060 --> 00:06:24.880 An example could be melting an ice cube. 00:06:24.880 --> 00:06:28.230 If heat flows from the system to the surroundings, 00:06:28.230 --> 00:06:30.890 the system has released heat to the surroundings, 00:06:30.890 --> 00:06:32.230 and the change in enthalpy, 00:06:32.230 --> 00:06:34.190 delta H is negative. 00:06:34.190 --> 00:06:36.930 And we call this an exothermic process. 00:06:36.930 --> 00:06:38.810 And we already saw an example of that. 00:06:38.810 --> 00:06:43.240 The combustion of propane is an exothermic reaction. 00:06:43.240 --> 00:06:44.980 So a phase change could be an endo 00:06:44.980 --> 00:06:46.800 or an exothermic process. 00:06:46.800 --> 00:06:49.010 A chemical reaction could also be an endo 00:06:49.010 --> 00:06:50.890 or an exothermic process. 00:06:50.890 --> 00:06:54.370 And even the formation of a solution could be classified 00:06:54.370 --> 00:06:57.690 as an endo or an exothermic process. 00:06:57.690 --> 00:06:59.740 Let's think about making a solution. 00:06:59.740 --> 00:07:01.440 So let's say that we have a beaker 00:07:01.440 --> 00:07:03.040 and we have it full of water, 00:07:03.040 --> 00:07:04.770 and we take a solid 00:07:04.770 --> 00:07:07.350 and we dissolve the solid in the water 00:07:07.350 --> 00:07:10.240 to form a solution. 00:07:10.240 --> 00:07:12.853 If the dissolution process is an exothermic process, 00:07:14.470 --> 00:07:17.510 that means the system releases heat 00:07:17.510 --> 00:07:18.640 to the surroundings. 00:07:18.640 --> 00:07:21.270 And since the beaker is part of the surroundings, 00:07:21.270 --> 00:07:23.630 if we were to put our hand on the beaker 00:07:23.630 --> 00:07:25.250 and the beaker feels hot, 00:07:25.250 --> 00:07:26.740 we know that the disillusion 00:07:26.740 --> 00:07:30.283 of this particular solid is an exothermic process. 00:07:31.140 --> 00:07:33.850 If we do the same thing with another solid; 00:07:33.850 --> 00:07:36.740 so we dissolve this solid in water 00:07:36.740 --> 00:07:37.960 to form a solution. 00:07:37.960 --> 00:07:40.320 And we put our hand on the beaker, 00:07:40.320 --> 00:07:42.510 and this time the beaker feels cold. 00:07:42.510 --> 00:07:44.360 The reason the beaker feels cold is 00:07:44.360 --> 00:07:46.830 because energy was transferred from their surroundings 00:07:46.830 --> 00:07:48.390 to the system. 00:07:48.390 --> 00:07:51.660 And so, the surroundings lost energy. 00:07:51.660 --> 00:07:53.780 And so, therefore we can say the dissolution 00:07:53.780 --> 00:07:58.683 of this particular solid was an endothermic process.
Representing systems of equations with matrices
https://www.youtube.com/watch?v=V8lIpRHjthk
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https://www.youtube.com/api/timedtext?v=V8lIpRHjthk&ei=6VWUZdLWGqKIp-oP-cSGmAE&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=E71A96F5903E4F4DCFEFBDDB542B1E8828062D17.6386D4E066DAC2A631BF228A4774D82D8008C7B4&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.370 --> 00:00:02.450 - [Instructor] I'm a big fan of looking at the same problem 00:00:02.450 --> 00:00:05.360 in different ways or different ways to conceptualize them. 00:00:05.360 --> 00:00:08.210 And so, for example, if I had a system of three equations 00:00:08.210 --> 00:00:10.290 with three unknowns, let me just make one up, 00:00:10.290 --> 00:00:15.290 3x - 2y - z = -1, 00:00:15.620 --> 00:00:16.790 that's one equation. 00:00:16.790 --> 00:00:19.090 And in three dimensions, this would represent a plane. 00:00:19.090 --> 00:00:20.240 And then I have another one, 00:00:20.240 --> 00:00:25.240 2x + 5y + z = 0. 00:00:25.480 --> 00:00:27.500 That would represent another plane. 00:00:27.500 --> 00:00:29.950 Now, if you had two non-parallel planes, 00:00:29.950 --> 00:00:32.850 they would intersect each other and form a line. 00:00:32.850 --> 00:00:36.100 But then if we have a fourth plane, so let me write that 00:00:36.100 --> 00:00:41.100 as -4x - y = 8, it's possible, 00:00:41.830 --> 00:00:43.260 not always going to be the case, 00:00:43.260 --> 00:00:45.840 but it's possible that they will all intersect 00:00:45.840 --> 00:00:49.780 in exactly one x,y,z-coordinate. 00:00:49.780 --> 00:00:52.110 And so, in other videos, we talk about 00:00:52.110 --> 00:00:54.400 solving systems of equations like this, 00:00:54.400 --> 00:00:57.500 with three equations and three unknowns. 00:00:57.500 --> 00:00:59.950 Now, what I want to do in this video is connect this idea 00:00:59.950 --> 00:01:03.580 to the notion of matrices and matrix multiplication, 00:01:03.580 --> 00:01:06.330 which we've already reviewed in other videos. 00:01:06.330 --> 00:01:09.180 So we can think of this exact same problem 00:01:09.180 --> 00:01:10.390 in the following way. 00:01:10.390 --> 00:01:12.290 If we take all of the coefficients 00:01:12.290 --> 00:01:15.400 and we create a three by three matrix with them, 00:01:15.400 --> 00:01:16.930 So let me do that. 00:01:16.930 --> 00:01:20.020 So for example, let me get all of the x-coefficients, 00:01:20.020 --> 00:01:22.820 a 3, a 2 and a -4, 00:01:22.820 --> 00:01:27.820 and I'll put it in this first column here, 3, 2 and -4. 00:01:28.350 --> 00:01:30.156 Let me get all the y-coefficients, 00:01:30.156 --> 00:01:34.832 - 2, 5 and essentially a -1. 00:01:34.832 --> 00:01:37.920 - 2, 5 and a -1. 00:01:37.920 --> 00:01:39.350 And then last but not least, 00:01:39.350 --> 00:01:40.770 all the coefficients on the z's, 00:01:40.770 --> 00:01:44.850 a -1, a +1 and then there's implicitly a 0z here. 00:01:44.850 --> 00:01:45.970 You can't see it. 00:01:45.970 --> 00:01:50.170 So it would be -1, +1 and then a 0. 00:01:50.170 --> 00:01:52.030 So these are the coefficients on x in purple, 00:01:52.030 --> 00:01:55.300 on y in yellow and in like a salmon color 00:01:55.300 --> 00:01:57.100 for the z's right over here. 00:01:57.100 --> 00:01:59.410 If we said that that is going to be multiplied 00:01:59.410 --> 00:02:02.833 by a three-dimensional vector, 00:02:04.320 --> 00:02:08.730 that is, I guess we could say, unknown, x, y and z, 00:02:08.730 --> 00:02:09.700 that is going to be equal 00:02:09.700 --> 00:02:12.980 to a second three-dimensional vector, which we do know, 00:02:12.980 --> 00:02:17.090 and that's -1, 0 and 8. 00:02:17.090 --> 00:02:18.740 And I know there's a lot of things going on 00:02:18.740 --> 00:02:19.730 in your brain right now. 00:02:19.730 --> 00:02:21.570 You're like, Sal, this looks somewhat magical. 00:02:21.570 --> 00:02:24.680 You just took the coefficients, put the x,y,z's here, 00:02:24.680 --> 00:02:27.540 put the right-hand sides of the equal sign, in this case, 00:02:27.540 --> 00:02:29.320 the sides that didn't have the variables on it, 00:02:29.320 --> 00:02:30.240 put it over here. 00:02:30.240 --> 00:02:32.950 Does this actually make sense? Does this actually work? 00:02:32.950 --> 00:02:36.010 And to validate that, let's actually multiply out 00:02:36.010 --> 00:02:39.270 the left-hand side of this equation right over here. 00:02:39.270 --> 00:02:41.130 So in other videos, we've talked about 00:02:41.130 --> 00:02:44.280 multiplying a three by three matrix 00:02:44.280 --> 00:02:48.110 times a, in this case, a three by one matrix, 00:02:48.110 --> 00:02:51.060 and this is going to actually give us a three by one matrix. 00:02:51.060 --> 00:02:52.980 So that's looking good already, 00:02:52.980 --> 00:02:57.200 and the reason why we know that is these two have to match 00:02:57.200 --> 00:02:59.500 in order for the multiplication to even be defined. 00:02:59.500 --> 00:03:01.560 And then, the dimensions of the product 00:03:01.560 --> 00:03:03.930 are going to be three by one. 00:03:03.930 --> 00:03:06.310 But let's actually multiply things out. 00:03:06.310 --> 00:03:08.550 Well, we know one way to construct this, 00:03:08.550 --> 00:03:11.300 I'm just gonna focus on the left-hand side here, 00:03:11.300 --> 00:03:12.620 is to say, all right, 00:03:12.620 --> 00:03:17.380 let's essentially take this row and this column 00:03:17.380 --> 00:03:19.210 and then take the sum of the product 00:03:19.210 --> 00:03:21.760 of the corresponding terms, I guess you could say. 00:03:21.760 --> 00:03:25.880 So this is gonna be 3 times x, which is 3x, 00:03:25.880 --> 00:03:27.900 minus 2 times y, -2y, 00:03:29.376 --> 00:03:30.970 minus 1 times z, -1z, like that. 00:03:35.270 --> 00:03:38.750 And then, the next one, I'm going to take 00:03:38.750 --> 00:03:42.580 all of this business and multiply it by this column. 00:03:42.580 --> 00:03:43.810 So it's gonna be 2 times x, 00:03:43.810 --> 00:03:46.710 and this is just a review of multiplying matrices, 00:03:46.710 --> 00:03:49.513 plus 5 times y, plus 5y, 00:03:50.410 --> 00:03:53.643 plus 1 times z, plus 1z. 00:03:55.100 --> 00:03:58.560 And then last but not least, if I take this 00:03:58.560 --> 00:04:00.840 and I do the same thing with that column, 00:04:00.840 --> 00:04:05.840 gonna be -4 times x, -4x, minus 1 times y 00:04:06.300 --> 00:04:09.650 minus, I can just write -y, and then 0 times z, 00:04:09.650 --> 00:04:11.970 which I could write if I want to or not write, 00:04:11.970 --> 00:04:12.803 but I could write it. 00:04:12.803 --> 00:04:14.280 So let me just write it to make things clear. 00:04:14.280 --> 00:04:16.830 And so, the product of what we have on the left-hand side 00:04:16.830 --> 00:04:18.460 is this right over here. 00:04:18.460 --> 00:04:20.620 And it might look like a three by three, 00:04:20.620 --> 00:04:22.760 but it's actually a three by one here, 00:04:22.760 --> 00:04:25.800 where this would eval..., if you knew what x, y and z is, 00:04:25.800 --> 00:04:28.400 this is going to evaluate to some number. 00:04:28.400 --> 00:04:32.560 Likewise, this is going to evaluate to some other number, 00:04:32.560 --> 00:04:34.730 and this is going to evaluate to another number. 00:04:34.730 --> 00:04:37.180 And we know, from this, I guess you could say, 00:04:37.180 --> 00:04:40.450 matrix vector or this matrix equation that we have set up, 00:04:40.450 --> 00:04:43.720 that this, the left-hand side, this product, 00:04:43.720 --> 00:04:47.630 needs to be equal to what we have on the right-hand side. 00:04:47.630 --> 00:04:52.470 It needs to be equal to -1, 0 and 8, 00:04:52.470 --> 00:04:54.960 which means, and I think things might be connecting 00:04:54.960 --> 00:04:58.950 for you now, that this needs to be equal to that, 00:04:58.950 --> 00:05:03.160 and that this needs to be equal to that, 00:05:03.160 --> 00:05:06.370 and last but not least, -4x - y + 0z 00:05:06.370 --> 00:05:07.600 needs to be equal to eight, 00:05:07.600 --> 00:05:09.750 which is exactly what that original system 00:05:09.750 --> 00:05:11.620 of equations was telling us. 00:05:11.620 --> 00:05:14.040 Now, I know, well, there's still probably some things 00:05:14.040 --> 00:05:16.020 that are circulating in your mind. 00:05:16.020 --> 00:05:18.860 One question is, well, that's all nice, 00:05:18.860 --> 00:05:21.460 you found a different way of representing that, 00:05:21.460 --> 00:05:24.800 but how do, does this introduce a new way of solving this? 00:05:24.800 --> 00:05:26.780 And the answer I'll give you for now is yes, 00:05:26.780 --> 00:05:29.690 it will lead to a new way of solving this. 00:05:29.690 --> 00:05:31.780 Because if you think about it, we're taking the product 00:05:31.780 --> 00:05:34.890 of a matrix and a vector here to get another vector. 00:05:34.890 --> 00:05:36.360 If there's some way to essentially 00:05:36.360 --> 00:05:40.790 unwind this matrix multiplication, then you might be able 00:05:40.790 --> 00:05:43.590 to do that, apply it to this vector on the right, 00:05:43.590 --> 00:05:46.850 and then solve for this unknown vector here. 00:05:46.850 --> 00:05:49.010 And that's the way that things like a computer, 00:05:49.010 --> 00:05:52.360 a lot of computer algorithms, actually try to solve problems 00:05:52.360 --> 00:05:56.450 like this, by representing them as matrices. 00:05:56.450 --> 00:05:57.720 Now, another interesting thing 00:05:57.720 --> 00:05:59.890 just with the representation itself 00:05:59.890 --> 00:06:01.650 is it makes you think about the problem 00:06:01.650 --> 00:06:03.300 a little bit differently. 00:06:03.300 --> 00:06:07.420 You could view this as three planes in three dimensions 00:06:07.420 --> 00:06:10.210 and what is the x,y,z-coordinates 00:06:10.210 --> 00:06:11.740 where they could intersect, 00:06:11.740 --> 00:06:14.720 or you could view this three by three matrix here 00:06:14.720 --> 00:06:16.790 as a transformation matrix 00:06:16.790 --> 00:06:19.160 that's applying to, is being applied to 00:06:19.160 --> 00:06:21.740 some unknown three-dimensional vector, 00:06:21.740 --> 00:06:23.480 and under transformation, 00:06:23.480 --> 00:06:25.140 that unknown three-dimensional vector 00:06:25.140 --> 00:06:28.159 is equal to this known three-dimensional vector, 00:06:28.159 --> 00:06:30.580 - 1, 0 and 8. 00:06:30.580 --> 00:06:32.810 And so the question of solving this would say, 00:06:32.810 --> 00:06:36.580 all right, can we somehow perform a reverse transformation, 00:06:36.580 --> 00:06:38.740 an inverse transformation, so to speak, 00:06:38.740 --> 00:06:40.860 on the right-hand side to figure out 00:06:40.860 --> 00:06:43.410 what that unknown vector really is? 00:06:43.410 --> 00:06:44.660 And I'll just leave you there, 00:06:44.660 --> 00:06:48.463 and we'll continue that line of thought in future videos.
Invertible matrices and transformations
https://www.youtube.com/watch?v=S278zOWSsZM
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https://www.youtube.com/api/timedtext?v=S278zOWSsZM&ei=6VWUZY6nG924mLAPnv6O8AM&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=BBDA54086CD074A4D822115DFF808989896D02AC.93AD462EBAA5FE467A24AB988B2F5551ECA06EDA&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.320 --> 00:00:02.680 - We have two by two matrices here 00:00:02.680 --> 00:00:05.630 and in other videos we talk about how a two by two matrix 00:00:05.630 --> 00:00:10.170 can represent a transformation of the coordinate plane 00:00:10.170 --> 00:00:11.400 of the two dimensional plane 00:00:11.400 --> 00:00:13.100 where this of course is the x-axis 00:00:13.100 --> 00:00:16.270 and this of course is the y-axis. 00:00:16.270 --> 00:00:18.150 What we're doing in this video is visualize 00:00:18.150 --> 00:00:20.560 these transformations and get a visual understanding 00:00:20.560 --> 00:00:24.010 for why it's reasonable for A to have an inverse 00:00:24.010 --> 00:00:26.000 or for why matrix A is invertible 00:00:26.000 --> 00:00:27.670 and why it's not reasonable 00:00:27.670 --> 00:00:30.280 for B to have an inverse matrix 00:00:30.280 --> 00:00:32.950 or why matrix B is not invertible. 00:00:32.950 --> 00:00:35.060 So just as a reminder transformation 00:00:35.060 --> 00:00:36.800 these transformation matrices 00:00:36.800 --> 00:00:40.020 essentially tell us what to do with our unit vectors. 00:00:40.020 --> 00:00:43.700 For example, we have the one zero unit vector 00:00:43.700 --> 00:00:45.840 and the first column of each of these matrices 00:00:45.840 --> 00:00:49.000 tell us what the one zero unit vector 00:00:49.000 --> 00:00:51.560 the vector that goes one unit in the extraction 00:00:51.560 --> 00:00:53.120 what it will get transformed 00:00:53.120 --> 00:00:55.470 to under each of these transformations 00:00:55.470 --> 00:00:59.160 and then of course you have the unit vector in the Y 00:00:59.160 --> 00:01:02.430 direction the zero one unit vector and the second columns 00:01:02.430 --> 00:01:05.270 here tell us how we would transform that. 00:01:05.270 --> 00:01:09.410 So let's first think about matrix A, matrix A transforms 00:01:09.410 --> 00:01:12.910 the one zero vector into the two, one vector 00:01:12.910 --> 00:01:16.600 so the two, one vector is going to look something like that 00:01:16.600 --> 00:01:18.860 and it transforms the zero one vector 00:01:18.860 --> 00:01:21.740 into the two, three vector so the two three vector 00:01:21.740 --> 00:01:23.820 is going to look something like this. 00:01:23.820 --> 00:01:27.000 So one way to think about it instead of our grid 00:01:27.000 --> 00:01:29.020 looking like this grid that I already had here 00:01:29.020 --> 00:01:31.220 which is just our standard coordinate axes. 00:01:31.220 --> 00:01:36.220 This is defining a new grid that would look like this 00:01:36.220 --> 00:01:39.120 and I define this new grid by looking at our multiples 00:01:39.120 --> 00:01:42.830 of what the one zero vector has been transformed into 00:01:42.830 --> 00:01:46.360 and we also look at multiples of what the zero one vector 00:01:46.360 --> 00:01:48.390 has been transformed into. 00:01:48.390 --> 00:01:53.040 So for example, if I were to take this point right here 00:01:53.040 --> 00:01:56.160 before it is transformed it has one of each of these 00:01:56.160 --> 00:02:00.570 vectors, well under this first transformation 00:02:00.570 --> 00:02:03.660 it would be one of each of these vectors. 00:02:03.660 --> 00:02:06.440 So it's going to be one two one vector 00:02:06.440 --> 00:02:11.440 plus one two three vector so this point will be mapped 00:02:11.780 --> 00:02:15.010 to this point and by that same logic this point 00:02:15.010 --> 00:02:19.010 right over here which is one unit more in the extraction 00:02:19.010 --> 00:02:21.490 well now it's going to have one unit more 00:02:21.490 --> 00:02:25.640 in the direction that the X unit vector 00:02:25.640 --> 00:02:28.730 has been transformed into this point right over here 00:02:28.730 --> 00:02:33.090 by the same logic will be one unit more in the direction 00:02:33.090 --> 00:02:35.540 that the Y unit vector has been transformed into 00:02:35.540 --> 00:02:36.640 so it will be there. 00:02:36.640 --> 00:02:39.490 And that this point by the same logic will be transformed 00:02:39.490 --> 00:02:42.900 into that point and so this region that I'm showing you 00:02:42.900 --> 00:02:46.453 in white will get transformed to this region. 00:02:47.610 --> 00:02:50.360 Now there's some obvious things going on here. 00:02:50.360 --> 00:02:53.100 We have a two dimensional area that has been transformed 00:02:53.100 --> 00:02:56.090 to another two dimensional area and in fact, it looks like 00:02:56.090 --> 00:02:59.110 it has been scaled up in other videos we have talked 00:02:59.110 --> 00:03:02.600 about that this scale factor is going to be the absolute 00:03:02.600 --> 00:03:05.980 value of the determinant of A and it's clear 00:03:05.980 --> 00:03:08.010 that frankly, not only is this non-zero 00:03:08.010 --> 00:03:09.470 but it's going to be greater than what it looks like 00:03:09.470 --> 00:03:13.320 we are scaling up our area but the very fact that this 00:03:13.320 --> 00:03:16.950 does not equal zero tells us that we were scaling 00:03:16.950 --> 00:03:20.900 from a two dimensional area to another two dimensional area. 00:03:20.900 --> 00:03:23.970 And so it's completely reasonable to be able to go back 00:03:23.970 --> 00:03:27.020 you will, for sure be able to find a transformation 00:03:27.020 --> 00:03:30.410 that takes you from this region to that region. 00:03:30.410 --> 00:03:35.410 So that makes us feel good that A inverse is reasonable. 00:03:37.130 --> 00:03:40.340 Now, as a point of contrast let's think about matrix B 00:03:40.340 --> 00:03:41.590 right over here. 00:03:41.590 --> 00:03:44.980 Matrix B transforms the one zero unit vector 00:03:44.980 --> 00:03:46.730 into the two, one unit vector 00:03:46.730 --> 00:03:49.860 so it transforms it into this unit vector 00:03:49.860 --> 00:03:53.060 actually very similarly to how A did it 00:03:53.060 --> 00:03:55.010 but then let's see what it does to the zero one vector 00:03:55.010 --> 00:03:58.580 transforms this vector into the four two vector 00:03:58.580 --> 00:04:03.410 four two is this notice the four two vector 00:04:03.410 --> 00:04:05.560 is just two of the two one vectors 00:04:05.560 --> 00:04:07.210 is going in the same direction 00:04:07.210 --> 00:04:09.800 it just has a different size or different length 00:04:09.800 --> 00:04:11.580 or a different magnitude. 00:04:11.580 --> 00:04:13.680 So in this situation is taking things 00:04:13.680 --> 00:04:15.460 in two dimensional space and it's turning them 00:04:15.460 --> 00:04:18.970 into combinations of things that sit on this same direction. 00:04:18.970 --> 00:04:21.180 So everything in two dimensions is going to be mapped 00:04:21.180 --> 00:04:24.230 to something along this line here. 00:04:24.230 --> 00:04:26.980 So this region, if I were to apply transformation B 00:04:26.980 --> 00:04:30.660 it's going to be a region of this line over here 00:04:30.660 --> 00:04:34.020 anything, if I were to map it using matrix B 00:04:34.020 --> 00:04:36.900 is going to get mapped onto this line 00:04:36.900 --> 00:04:38.850 so you're going to something with area 00:04:38.850 --> 00:04:42.240 and then you're mapping it to something that has no area 00:04:42.240 --> 00:04:45.870 so the scaling factor here must be zero. 00:04:45.870 --> 00:04:47.520 So we know since the absolute value 00:04:47.520 --> 00:04:51.810 of the determinant of B is zero, we could also fairly say 00:04:51.810 --> 00:04:54.330 that the determinant of B is equal to zero 00:04:54.330 --> 00:04:57.600 and the how are you going to have an inverse matrix? 00:04:57.600 --> 00:04:59.460 How are you going to have something that can scale 00:04:59.460 --> 00:05:03.150 from zero area to something that has area? 00:05:03.150 --> 00:05:08.150 So we know that B inverse does not exist 00:05:09.440 --> 00:05:12.450 there's nothing that can transform us back 00:05:12.450 --> 00:05:14.330 and so there's a couple of things here 00:05:14.330 --> 00:05:17.660 this reinforces this idea that if your determinant 00:05:17.660 --> 00:05:20.280 of a transformation matrix is zero 00:05:20.280 --> 00:05:23.950 you're not going to have an inverse, it's not invertible 00:05:23.950 --> 00:05:26.750 the other thing to recognize is seeing the patterns 00:05:26.750 --> 00:05:30.350 in the matrix itself here we saw that the second column 00:05:30.350 --> 00:05:33.320 is just a multiple of the first column it's twice 00:05:33.320 --> 00:05:37.230 the first column two times two is four one times two is two 00:05:37.230 --> 00:05:38.820 you can also view it the other way round 00:05:38.820 --> 00:05:43.180 the first row is a multiple of the second row 00:05:43.180 --> 00:05:45.070 and you can play around with the math if you wanted 00:05:45.070 --> 00:05:46.990 to generalize it and see if that's the case 00:05:46.990 --> 00:05:49.460 the determinant will always be zero 00:05:49.460 --> 00:05:52.800 and that's because if you view them as transformations 00:05:52.800 --> 00:05:56.040 it's going to map to line and you're gonna lose 00:05:56.040 --> 00:05:59.180 all your area, if you view it as a representation 00:05:59.180 --> 00:06:01.850 for at least the left-hand side of a system of equations 00:06:01.850 --> 00:06:04.930 you can think about it as lines that have the same slope 00:06:04.930 --> 00:06:06.880 but we talk about that in other videos.
Invertible matrices and determinants
https://www.youtube.com/watch?v=GuFvSwriy1Q
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en
WEBVTT Kind: captions Language: en 00:00:00.130 --> 00:00:01.330 - [Instructor] So let's dig a little bit more 00:00:01.330 --> 00:00:03.420 into matrices and their inverses. 00:00:03.420 --> 00:00:05.940 And in particular, I'm gonna explore the situations 00:00:05.940 --> 00:00:09.180 in which there might not be an inverse for a matrix. 00:00:09.180 --> 00:00:12.640 So just as a review, we think about if we have some matrix, 00:00:12.640 --> 00:00:16.390 A, is there some other matrix which we could call A inverse 00:00:16.390 --> 00:00:18.570 that when we take the composition of them, 00:00:18.570 --> 00:00:20.890 so if we viewed them each as transformations, 00:00:20.890 --> 00:00:24.740 we would end up with the identity transformation. 00:00:24.740 --> 00:00:26.590 Or if we take the product of the two, 00:00:26.590 --> 00:00:28.480 you get the identity matrix. 00:00:28.480 --> 00:00:30.910 And we would also think about it, well, 00:00:30.910 --> 00:00:35.650 if A inverse undoes A, then A should undo A inverse 00:00:35.650 --> 00:00:38.270 to also get the identity matrix. 00:00:38.270 --> 00:00:42.530 And so another way to think about it, if I take 00:00:42.530 --> 00:00:46.280 some type of region in the coordinate plane, 00:00:46.280 --> 00:00:49.130 so this is my x axis, this is my y axis. 00:00:49.130 --> 00:00:52.340 And so let's say my original region looks something 00:00:52.340 --> 00:00:54.350 like this right over here. 00:00:54.350 --> 00:00:58.950 And I apply the transformation A, and I get something 00:00:58.950 --> 00:01:01.783 that looks like this, just making up some things. 00:01:02.680 --> 00:01:05.840 So if I apply the transformation A, 00:01:05.840 --> 00:01:09.260 it takes me from that region to that region. 00:01:09.260 --> 00:01:12.450 Then we also have a sense that, okay, A inverse, 00:01:12.450 --> 00:01:15.100 if you transformed this purple thing, 00:01:15.100 --> 00:01:17.610 it should take you back to where you began. 00:01:17.610 --> 00:01:20.600 Because if you start with this little blue thing 00:01:20.600 --> 00:01:22.950 and if you have the composition, well, then that should 00:01:22.950 --> 00:01:25.520 just be transforming it with the identity transformation, 00:01:25.520 --> 00:01:28.870 so you should just get back to this little blue thing here. 00:01:28.870 --> 00:01:30.870 Now this might start triggering some thoughts 00:01:30.870 --> 00:01:34.240 about determinants, because you might remember 00:01:34.240 --> 00:01:36.710 that the determinant of a matrix tells us 00:01:36.710 --> 00:01:40.270 how much a region's area will be scaled by. 00:01:40.270 --> 00:01:44.610 In particular, let's say that matrix A 00:01:44.610 --> 00:01:48.490 takes a region that has an area of, I don't know, 00:01:48.490 --> 00:01:52.350 let's call this area b and let's take, 00:01:52.350 --> 00:01:56.240 let's say it takes that area to 5 times b. 00:01:56.240 --> 00:01:59.140 So the area here is 5b. 00:01:59.140 --> 00:02:02.340 Well, we know that that scaling of 5 00:02:02.340 --> 00:02:05.310 you can determine from the determinant of matrix A. 00:02:05.310 --> 00:02:07.430 That would tell us that the absolute value 00:02:07.430 --> 00:02:12.430 of the determinant of matrix A is going to be equal to 5. 00:02:13.460 --> 00:02:16.480 But what does that tell us about the absolute value 00:02:16.480 --> 00:02:19.233 of the determinant of A inverse then? 00:02:20.160 --> 00:02:25.060 Well, if A is scaling up by 5, it scales areas up by 5, 00:02:25.060 --> 00:02:27.620 then A inverse must be 00:02:27.620 --> 00:02:30.460 scaling areas down by 5. 00:02:30.460 --> 00:02:33.160 So the absolute value of the determinant 00:02:33.160 --> 00:02:36.760 of A inverse should be 1 over 5. 00:02:36.760 --> 00:02:38.490 And so now we have a general property. 00:02:38.490 --> 00:02:40.330 I just happened to use the number five here, 00:02:40.330 --> 00:02:43.650 but generally speaking, the absolute value 00:02:43.650 --> 00:02:48.160 of the determinant of matrix A, if it has an inverse, 00:02:48.160 --> 00:02:52.300 should be equal to 1 over the absolute value 00:02:52.300 --> 00:02:55.890 of the determinant of A inverse. 00:02:55.890 --> 00:02:57.930 And we can of course write that the other way around. 00:02:57.930 --> 00:03:01.620 The absolute value of the determinant of A inverse 00:03:01.620 --> 00:03:05.700 should be equal to 1 over, or the reciprocal of, 00:03:05.700 --> 00:03:09.630 the absolute value of the determinant of A. 00:03:09.630 --> 00:03:11.650 The sum comes straight out of this property 00:03:11.650 --> 00:03:13.870 that the absolute value of the determinant tells you 00:03:13.870 --> 00:03:16.290 how much you scale an area by. 00:03:16.290 --> 00:03:19.130 Well knowing that both of these statements need to be true 00:03:19.130 --> 00:03:21.960 for any matrix A that has an inverse, 00:03:21.960 --> 00:03:24.950 it gives us a clue as to at least one way 00:03:24.950 --> 00:03:28.640 to rule out matrices that might not have inverses. 00:03:28.640 --> 00:03:31.240 If I were to tell you that the determinant 00:03:31.240 --> 00:03:36.210 of matrix A is zero, will that have an inverse? 00:03:36.210 --> 00:03:39.250 Well, it can't because if this quantity right over here 00:03:39.250 --> 00:03:42.510 is zero, or this quantity right over here is zero, 00:03:42.510 --> 00:03:44.610 that would mean that the absolute value of the determinant 00:03:44.610 --> 00:03:47.260 of the inverse of the matrix needs to be one over zero, 00:03:47.260 --> 00:03:49.090 which is undefined. 00:03:49.090 --> 00:03:51.630 And so we have an interesting conclusion here. 00:03:51.630 --> 00:03:53.980 If the determinant of a matrix is equal to zero 00:03:53.980 --> 00:03:57.410 there is not going to be an inverse, 00:03:57.410 --> 00:03:59.720 because let's say that there was some transformation 00:03:59.720 --> 00:04:02.130 that determinant was zero, instead of something 00:04:02.130 --> 00:04:04.290 that's taking up two-dimensional area to something else 00:04:04.290 --> 00:04:06.480 that takes two-dimensional area, it would transform 00:04:06.480 --> 00:04:08.420 something that takes up two dimensional area 00:04:08.420 --> 00:04:09.950 to something that takes no area. 00:04:09.950 --> 00:04:11.970 So maybe a curve like that, 00:04:11.970 --> 00:04:16.970 that takes up no area or a line or a point. 00:04:17.120 --> 00:04:19.188 And if you transform to say, a line, 00:04:19.188 --> 00:04:20.730 how do you transform back? 00:04:20.730 --> 00:04:22.560 You'd have to scale up the area infinitely 00:04:22.560 --> 00:04:25.710 in order for it to take up some two dimensional space. 00:04:25.710 --> 00:04:26.700 So big takeaway. 00:04:26.700 --> 00:04:28.960 We've just said, if the determinant of a matrix 00:04:28.960 --> 00:04:31.050 is equal to zero, you're not going to find an inverse. 00:04:31.050 --> 00:04:33.620 And it actually turns out the case that any other matrix, 00:04:33.620 --> 00:04:36.490 you can find an inverse, but I'm not going to prove that 00:04:36.490 --> 00:04:38.240 just yet, but hopefully you feel good 00:04:38.240 --> 00:04:40.983 about this principle right over here.
Volume density
https://www.youtube.com/watch?v=QoKiCWCsSCo
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en
WEBVTT Kind: captions Language: en 00:00:00.620 --> 00:00:01.453 - [Instructor] In this video, 00:00:01.453 --> 00:00:04.000 we're gonna talk a little bit about density 00:00:04.000 --> 00:00:05.980 and we're especially gonna talk about density 00:00:05.980 --> 00:00:08.510 in the context of volume. 00:00:08.510 --> 00:00:11.910 And one simple way to think about density 00:00:11.910 --> 00:00:15.290 is it's a quantity of something 00:00:15.290 --> 00:00:17.250 and we're going to think about examples of it 00:00:17.250 --> 00:00:19.320 per unit volume. 00:00:19.320 --> 00:00:21.400 So per volume. 00:00:21.400 --> 00:00:26.320 So for example, let's say that I have a cubic meter 00:00:26.320 --> 00:00:27.153 right over here, 00:00:27.153 --> 00:00:30.670 actually let me have two different cubic meters 00:00:30.670 --> 00:00:31.940 just to give you an example. 00:00:31.940 --> 00:00:33.610 So these are both cubic meters 00:00:33.610 --> 00:00:38.610 and let's say in the one on the left, I have a quantity of 00:00:38.760 --> 00:00:42.850 let's say six of these dots per cubic meter 00:00:42.850 --> 00:00:44.820 and over here, I only have three 00:00:44.820 --> 00:00:47.160 of these dots per cubic meter. 00:00:47.160 --> 00:00:50.560 Well here, I have a higher density and in general, 00:00:50.560 --> 00:00:51.980 we're gonna take the quantity 00:00:51.980 --> 00:00:53.900 and divide it by the volume 00:00:53.900 --> 00:00:58.870 and the units are going to be some quantity per unit volume. 00:00:58.870 --> 00:01:01.410 Now you're typically going to see mass per unit volume 00:01:01.410 --> 00:01:03.760 but density, especially in the volume context, 00:01:03.760 --> 00:01:07.100 can refer to any quantity per unit volume. 00:01:07.100 --> 00:01:07.933 Now with that out of the way, 00:01:07.933 --> 00:01:11.110 let's give ourselves a little bit of an example. 00:01:11.110 --> 00:01:13.390 So here we're told that stone spheres 00:01:13.390 --> 00:01:15.830 thought to be carved by the Diquis people, 00:01:15.830 --> 00:01:17.670 I'm not sure if I'm pronouncing that correctly, 00:01:17.670 --> 00:01:19.570 more than a thousand years ago 00:01:19.570 --> 00:01:22.230 are a national symbol of Costa Rica. 00:01:22.230 --> 00:01:24.740 One such sphere has a diameter 00:01:24.740 --> 00:01:29.740 of about 1.8 meters and masses about 8,300 kilograms. 00:01:31.960 --> 00:01:34.690 Based on these measurements, what is the density 00:01:34.690 --> 00:01:39.690 of this sphere in kilograms per cubic meter, 00:01:39.700 --> 00:01:43.790 round to the nearest hundred kilograms per cubic meter. 00:01:43.790 --> 00:01:46.540 So pause this video and see if you can figure that out. 00:01:48.250 --> 00:01:51.800 So we're gonna want to get kilograms per cubic meter. 00:01:51.800 --> 00:01:54.820 So we know the total number of kilograms 00:01:54.820 --> 00:01:59.410 in one point in a sphere that has a diameter of 1.8 meters. 00:01:59.410 --> 00:02:01.470 So that's the total number of kilograms, 00:02:01.470 --> 00:02:03.640 but we don't know the volume just yet. 00:02:03.640 --> 00:02:05.790 So we have a sphere like this. 00:02:05.790 --> 00:02:07.480 This would be a cross section of it. 00:02:07.480 --> 00:02:11.760 Its diameter is 1.8 meters. 00:02:11.760 --> 00:02:14.690 Now you may or may not already know that the volume 00:02:14.690 --> 00:02:19.690 of a sphere is given by 4/3 PI R cubed. 00:02:22.550 --> 00:02:26.220 And so the radius here is 0.9 meters. 00:02:26.220 --> 00:02:28.780 And so that would be the R right over here. 00:02:28.780 --> 00:02:33.780 So the volume of one of these spheres is going to be... 00:02:33.970 --> 00:02:34.803 Let me write it over here. 00:02:34.803 --> 00:02:38.430 The volume is going to be 4/3 PI 00:02:38.430 --> 00:02:43.300 times 0.9 to the third power. 00:02:43.300 --> 00:02:45.130 And we know what the mass is, 00:02:45.130 --> 00:02:48.780 the mass in that volume is 8,300 kilograms. 00:02:48.780 --> 00:02:51.610 So we would know that the density, 00:02:51.610 --> 00:02:53.960 the density in this situation 00:02:53.960 --> 00:02:56.480 is going to be 8,300 kilograms, 00:02:56.480 --> 00:03:01.480 8,300 kilograms per this many cubic meters, 00:03:02.180 --> 00:03:07.180 4/3 PI times 0.9 to the third power cubic meters. 00:03:09.760 --> 00:03:11.640 And we're going to need a calculator for this 00:03:11.640 --> 00:03:15.640 and we're gonna round to the nearest hundred kilograms. 00:03:15.640 --> 00:03:20.640 So we have 8,300 divided by, 00:03:21.160 --> 00:03:23.800 let me just open parenthesis here. 00:03:23.800 --> 00:03:28.800 Four divided by three times PI 00:03:31.370 --> 00:03:36.370 times 0.9 to the third power, 00:03:36.700 --> 00:03:40.390 and then I'm going to close my parentheses, 00:03:40.390 --> 00:03:45.140 is equal to this right over here. 00:03:45.140 --> 00:03:48.760 We want to round to the nearest hundred kilogram. 00:03:48.760 --> 00:03:53.760 So approximately 2,700 kilograms per cubic meter, 00:03:54.340 --> 00:03:59.340 2,700 or 2,700 kilograms per cubic meter. 00:04:00.930 --> 00:04:02.770 And we are done.
Area density
https://www.youtube.com/watch?v=lqXzyybVh6o
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WEBVTT Kind: captions Language: en 00:00:00.320 --> 00:00:01.160 - [Narrator] In this video, 00:00:01.160 --> 00:00:05.800 we're going to talk about density in the context of area. 00:00:05.800 --> 00:00:08.370 And the simplest way of thinking about it is density 00:00:08.370 --> 00:00:13.370 is going to be some quantity per unit area. 00:00:13.700 --> 00:00:16.880 So for example, let's say 00:00:16.880 --> 00:00:20.670 that I have a football field right over here 00:00:20.670 --> 00:00:24.640 and I have another identical football field right over here. 00:00:24.640 --> 00:00:26.620 Now they have the same area, 00:00:26.620 --> 00:00:31.620 but if I have let's say five people on this football field 00:00:32.300 --> 00:00:34.150 actually six people on this football field. 00:00:34.150 --> 00:00:37.300 And I only have three people on this football field 00:00:37.300 --> 00:00:41.020 the density of people per average unit area 00:00:41.020 --> 00:00:43.870 or the density of people I should say per football field 00:00:43.870 --> 00:00:46.230 is going to be higher in this left example. 00:00:46.230 --> 00:00:49.460 So it's always going to be quantity per area. 00:00:49.460 --> 00:00:51.760 Now, with that out of the way, let's do a worked example 00:00:51.760 --> 00:00:55.060 that helps us understand this idea a little bit better. 00:00:55.060 --> 00:00:57.470 So here we're told the town of Tigersville 00:00:57.470 --> 00:01:02.470 has a population density of 13 cats per square kilometer. 00:01:02.570 --> 00:01:07.090 So they're giving us the density let me write that 13 cats. 00:01:07.090 --> 00:01:12.090 So the quantity is quantity and cats per square kilometer. 00:01:12.120 --> 00:01:13.900 That's the density right over there. 00:01:13.900 --> 00:01:18.750 The town is shaped like a perfect isosceles trapezoid. 00:01:18.750 --> 00:01:20.330 So it looks something 00:01:20.330 --> 00:01:25.150 like this say perfect isosceles trapezoid. 00:01:25.150 --> 00:01:26.820 It's gonna look something like that, 00:01:26.820 --> 00:01:30.700 with two parallel boundaries, 12 kilometers apart. 00:01:30.700 --> 00:01:34.580 So this distance right over here is 12 kilometers 00:01:34.580 --> 00:01:36.210 one measuring eight kilometers. 00:01:36.210 --> 00:01:38.680 So this side over here is eight kilometers 00:01:38.680 --> 00:01:41.143 the other is 16 that's a longer one over there. 00:01:42.330 --> 00:01:44.720 How many cats are in Tigersville? 00:01:44.720 --> 00:01:47.750 So they give us the density here and they give us, 00:01:47.750 --> 00:01:50.290 I think enough information to figure out the area. 00:01:50.290 --> 00:01:52.750 And they want us to figure out how many cats we have. 00:01:52.750 --> 00:01:54.310 So what is the quantity? 00:01:54.310 --> 00:01:57.173 So pause this video and see if you can figure that out. 00:01:58.530 --> 00:01:59.910 Well, just as we said the density 00:01:59.910 --> 00:02:02.830 is equal to quantity divided by area. 00:02:02.830 --> 00:02:06.370 If we multiply both sides of this equation by area 00:02:06.370 --> 00:02:11.370 you get area times density is going to be equal to quantity. 00:02:14.400 --> 00:02:16.320 And we know the density. 00:02:16.320 --> 00:02:19.460 It's 13 cats per square kilometer, and we can figure out 00:02:19.460 --> 00:02:22.090 the area and then just multiply the two. 00:02:22.090 --> 00:02:24.540 So what's the area of this right over here? 00:02:24.540 --> 00:02:27.710 Well, the area of a trapezoid is going to be, 00:02:27.710 --> 00:02:30.580 write here area is going to be 12 kilometers. 00:02:30.580 --> 00:02:32.490 The height of the trapezoid 00:02:32.490 --> 00:02:37.050 times the average of the two parallel sides 00:02:37.050 --> 00:02:37.883 I guess you could say. 00:02:37.883 --> 00:02:40.896 So the average of those it's going to be eight kilometers 00:02:40.896 --> 00:02:45.810 plus 16 kilometers over two. 00:02:45.810 --> 00:02:48.810 So this is going to be equal to 12 kilometers 00:02:48.810 --> 00:02:53.300 times eight plus 16 is 24 divided by two is 12. 00:02:53.300 --> 00:02:55.850 So times 12 kilometers. 00:02:55.850 --> 00:03:00.850 So this gives us 144 square kilometers. 00:03:00.960 --> 00:03:04.620 Now we know we have 13 cats per square kilometer. 00:03:04.620 --> 00:03:06.580 So let me do this year in another color. 00:03:06.580 --> 00:03:11.580 So if I multiply 13 cats per kilometer squared 00:03:12.930 --> 00:03:17.870 and I multiply that times this business right over here, 00:03:17.870 --> 00:03:22.150 times 144 square kilometers. 00:03:22.150 --> 00:03:24.690 And you might also notice that the units cancel out 00:03:24.690 --> 00:03:26.550 the same way that variables might. 00:03:26.550 --> 00:03:28.310 So that cancels out with that. 00:03:28.310 --> 00:03:31.340 You're going to get 13 times 144. 00:03:31.340 --> 00:03:34.570 And the units that you're left with is just cats. 00:03:34.570 --> 00:03:39.390 So 144 times 13, three times four is 12 00:03:41.200 --> 00:03:44.060 that gives us to 13, three times a hundred, 00:03:44.060 --> 00:03:46.670 300 plus another hundred is 400. 00:03:46.670 --> 00:03:49.580 Now I'm just gonna multiply 144 essentially by 10 00:03:49.580 --> 00:03:51.920 which is going to be 1440. 00:03:51.920 --> 00:03:54.150 And so if I add up all of that together 00:03:54.150 --> 00:03:55.710 I'm gonna jump down to here. 00:03:55.710 --> 00:03:57.513 I get 1872. 00:03:59.190 --> 00:04:04.190 So this is 1872 cats in total and we are done.
Dividing rational expressions
https://www.youtube.com/watch?v=0cmhBgQNGDI
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WEBVTT Kind: captions Language: en 00:00:00.230 --> 00:00:01.610 - [Instructor] The goal of this video 00:00:01.610 --> 00:00:03.820 is to take this big, hairy expression, 00:00:03.820 --> 00:00:07.310 where we are essentially dividing rational expressions 00:00:07.310 --> 00:00:10.470 and see if we can essentially do the division 00:00:10.470 --> 00:00:12.870 and then write it in reduced terms. 00:00:12.870 --> 00:00:14.550 So if you are so inspired, 00:00:14.550 --> 00:00:16.190 I encourage you to pause the video 00:00:16.190 --> 00:00:19.123 and work on this on your own before we do this together. 00:00:20.140 --> 00:00:22.050 All right, now let's do this together. 00:00:22.050 --> 00:00:26.630 So this is completely analogous to dividing fractions. 00:00:26.630 --> 00:00:31.220 So if we were to divide the fraction six over 25 00:00:32.260 --> 00:00:37.260 by the fraction 15 over nine, 00:00:38.090 --> 00:00:39.900 we know that we can rewrite this 00:00:39.900 --> 00:00:44.900 as six over 25 divided by 15 over nine, 00:00:46.000 --> 00:00:49.150 which we know is the same thing as six over 25 00:00:49.150 --> 00:00:52.480 times nine over 15. 00:00:52.480 --> 00:00:54.857 And then we can factor the various numerators 00:00:54.857 --> 00:00:55.930 and the denominators. 00:00:55.930 --> 00:00:57.770 This is two times three. 00:00:57.770 --> 00:00:59.810 This is three times three. 00:00:59.810 --> 00:01:01.910 This is five times five. 00:01:01.910 --> 00:01:04.550 This is five times three. 00:01:04.550 --> 00:01:06.010 Let's see, three in the numerator, 00:01:06.010 --> 00:01:07.830 three in the denominator. 00:01:07.830 --> 00:01:09.760 And actually, that's about as far as we can get. 00:01:09.760 --> 00:01:12.150 So then we'll have two times three times three, 00:01:12.150 --> 00:01:14.920 which is going to be 18 in the numerator. 00:01:14.920 --> 00:01:16.100 And then in the denominator, 00:01:16.100 --> 00:01:21.100 we have five times five times five, which is 125. 00:01:21.180 --> 00:01:23.790 So we're going to do the exact same thing up here, 00:01:23.790 --> 00:01:25.950 but there's one extra complication. 00:01:25.950 --> 00:01:28.730 We have to keep track of the x values 00:01:28.730 --> 00:01:32.250 that would make this expression undefined in any way, 00:01:32.250 --> 00:01:34.170 because as we reduce to lowest terms, 00:01:34.170 --> 00:01:35.720 we might lose that information, 00:01:35.720 --> 00:01:37.350 but if we lose that information, 00:01:37.350 --> 00:01:38.970 then we have changed the expression. 00:01:38.970 --> 00:01:40.330 So we have to keep track 00:01:40.330 --> 00:01:43.340 of how we are constraining this domain. 00:01:43.340 --> 00:01:45.300 So first, I can just rewrite this 00:01:45.300 --> 00:01:50.300 as x squared minus three x minus four, 00:01:50.500 --> 00:01:55.483 all of that over negative three x minus 15. 00:01:57.390 --> 00:02:00.210 And that's getting divided by, 00:02:00.210 --> 00:02:02.750 divided by this business. 00:02:02.750 --> 00:02:07.020 X squared minus 16 over, 00:02:07.020 --> 00:02:12.020 we have x squared minus x minus 30. 00:02:12.760 --> 00:02:14.100 Now, the next thing we can do 00:02:14.100 --> 00:02:17.660 is we can factor the various numerators and denominators 00:02:17.660 --> 00:02:21.110 and think about which x values could get us into trouble. 00:02:21.110 --> 00:02:23.600 So x squared minus three x minus four. 00:02:23.600 --> 00:02:25.990 Let's see, negative one. 00:02:25.990 --> 00:02:29.290 Let's see, negative four times plus one 00:02:29.290 --> 00:02:30.270 would be negative four, 00:02:30.270 --> 00:02:31.930 and then these would add up to negative three. 00:02:31.930 --> 00:02:35.730 So I can rewrite this as x minus four 00:02:35.730 --> 00:02:38.390 times x plus one. 00:02:38.390 --> 00:02:40.240 Rewrite it that way. 00:02:40.240 --> 00:02:43.190 And then I can rewrite what I have down here, 00:02:43.190 --> 00:02:45.110 I could factor out a negative three. 00:02:45.110 --> 00:02:50.110 So I could write that as negative three times x plus five. 00:02:50.210 --> 00:02:52.820 And then I could write this one here. 00:02:52.820 --> 00:02:54.440 This is a difference of squares. 00:02:54.440 --> 00:02:59.440 It's going to be x plus four times x minus four. 00:02:59.490 --> 00:03:02.840 And then last but not least, this one over here. 00:03:02.840 --> 00:03:06.490 Let's see, if I have a five and a six, 00:03:06.490 --> 00:03:09.090 negative six plus five is negative one, 00:03:09.090 --> 00:03:11.590 negative six times five is negative 30. 00:03:11.590 --> 00:03:13.980 So it's going to be x minus six 00:03:13.980 --> 00:03:16.710 times x plus five. 00:03:16.710 --> 00:03:18.190 Now, before I go any further, 00:03:18.190 --> 00:03:20.100 and the reason why I factored at that point, 00:03:20.100 --> 00:03:22.130 is now we can think about what x values 00:03:22.130 --> 00:03:23.540 will get us in trouble. 00:03:23.540 --> 00:03:25.100 We know that any x values 00:03:25.100 --> 00:03:28.400 that make any of the denominators equal to zero, 00:03:28.400 --> 00:03:29.600 that would be undefined. 00:03:29.600 --> 00:03:31.670 So we wanna constrain our domain in that way. 00:03:31.670 --> 00:03:33.340 So we know, for example, 00:03:33.340 --> 00:03:35.900 that x cannot be equal to negative five. 00:03:35.900 --> 00:03:38.760 That would make this denominator equal to zero. 00:03:38.760 --> 00:03:40.080 Let me write that here. 00:03:40.080 --> 00:03:43.520 So x cannot be equal to negative five. 00:03:43.520 --> 00:03:47.150 We also know that x cannot be equal to six. 00:03:47.150 --> 00:03:49.550 X cannot be equal to six. 00:03:49.550 --> 00:03:51.000 And this would also tell us 00:03:51.000 --> 00:03:52.770 that x cannot be equal to negative five. 00:03:52.770 --> 00:03:54.950 So I don't have to rewrite that again. 00:03:54.950 --> 00:03:56.270 But we're not done. 00:03:56.270 --> 00:03:57.850 So we've figured out the x values 00:03:57.850 --> 00:04:00.200 that make these denominators equal to zero, 00:04:00.200 --> 00:04:02.120 but remember, we're also dividing by 00:04:02.120 --> 00:04:04.530 this entire expression here. 00:04:04.530 --> 00:04:05.490 So anything that would make 00:04:05.490 --> 00:04:08.180 the entire expression equal to zero would also be a problem, 00:04:08.180 --> 00:04:09.840 'cause you can't divide by zero. 00:04:09.840 --> 00:04:13.460 So anything that would make this numerator equal to zero, 00:04:13.460 --> 00:04:15.670 which was this numerator right over here, 00:04:15.670 --> 00:04:17.810 would make us also divide by zero. 00:04:17.810 --> 00:04:18.940 So we have to constrain there. 00:04:18.940 --> 00:04:20.780 Not this numerator here, that one's fine. 00:04:20.780 --> 00:04:22.710 That one could be equal to zero. 00:04:22.710 --> 00:04:24.580 You can divide zero by other things. 00:04:24.580 --> 00:04:27.460 So let's see, we could see that x cannot be equal 00:04:27.460 --> 00:04:29.750 to negative four, and actually, 00:04:29.750 --> 00:04:33.290 x cannot be equal to positive four. 00:04:33.290 --> 00:04:35.560 So now we've fully constrained our domain 00:04:35.560 --> 00:04:37.730 and now we can proceed. 00:04:37.730 --> 00:04:41.280 So let me box this off right over here, 00:04:41.280 --> 00:04:42.130 and then we continue. 00:04:42.130 --> 00:04:43.860 I can rewrite all of this. 00:04:43.860 --> 00:04:48.860 So we're going to have x minus four times x plus one, 00:04:50.300 --> 00:04:55.300 all of that over negative three times x plus five, 00:04:56.780 --> 00:04:59.610 and now I'm just going to, instead of divide by this, 00:04:59.610 --> 00:05:01.760 I'm gonna multiply by the reciprocal. 00:05:01.760 --> 00:05:03.840 So this is going to be times, 00:05:03.840 --> 00:05:05.910 and I'm just gonna take the reciprocal, 00:05:05.910 --> 00:05:10.230 x minus six times x plus five, 00:05:10.230 --> 00:05:11.930 all of that over, 00:05:11.930 --> 00:05:16.930 we have x plus four times x minus four. 00:05:17.520 --> 00:05:20.120 And once again, our domain is constrained in this way, 00:05:20.120 --> 00:05:22.900 but we see we have an x minus four in the numerator now, 00:05:22.900 --> 00:05:24.880 x minus four in the denominator, 00:05:24.880 --> 00:05:26.750 x plus five in the denominator, 00:05:26.750 --> 00:05:29.230 x plus five in the numerator. 00:05:29.230 --> 00:05:30.680 And now we can say that this is going 00:05:30.680 --> 00:05:35.680 to be equal to x plus one times x minus six, 00:05:37.710 --> 00:05:42.710 all of that over negative three, negative three, 00:05:43.010 --> 00:05:46.730 times x plus four, x plus four. 00:05:46.730 --> 00:05:48.960 So the way it's written now, we would still, 00:05:48.960 --> 00:05:51.780 it's clear that x cannot be equal to negative four. 00:05:51.780 --> 00:05:53.250 So this information, 00:05:53.250 --> 00:05:56.000 you can say that it's already there in this expression 00:05:56.000 --> 00:05:58.620 now that we have reduced it to lowest terms, 00:05:58.620 --> 00:06:00.830 but this other information right over here, 00:06:00.830 --> 00:06:02.250 this has been lost. 00:06:02.250 --> 00:06:03.830 So if you want this expression 00:06:03.830 --> 00:06:06.520 to truly be equivalent to this expression up here, 00:06:06.520 --> 00:06:10.970 you would also have to say comma x cannot be equal 00:06:10.970 --> 00:06:15.970 to negative five, six, or positive four. 00:06:16.040 --> 00:06:18.910 You could throw the negative four in there if you like, 00:06:18.910 --> 00:06:22.823 but that one's already in the expression, so to speak.
Multiplying rational expressions
https://www.youtube.com/watch?v=fjJ0C7-N-xU
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WEBVTT Kind: captions Language: en 00:00:00.200 --> 00:00:01.920 - [Instructor] So what I have here is an expression 00:00:01.920 --> 00:00:05.240 where I'm multiplying rational expressions. 00:00:05.240 --> 00:00:08.550 And we want to do this multiplication 00:00:08.550 --> 00:00:10.310 and then reduce to lowest terms. 00:00:10.310 --> 00:00:13.450 So if you feel so inspired, I encourage you to pause 00:00:13.450 --> 00:00:15.850 this video and see if you can have a go at that. 00:00:16.690 --> 00:00:19.470 All right, now let's work through this together. 00:00:19.470 --> 00:00:22.280 So multiplying rational expressions like this, 00:00:22.280 --> 00:00:25.830 it's very analogous to multiplying fractions. 00:00:25.830 --> 00:00:30.830 For example, if I were to multiply 6/25 00:00:32.010 --> 00:00:37.010 times 15/9, there's a few ways you could do it. 00:00:38.300 --> 00:00:40.750 You could just multiply six times 15 in the numerator, 00:00:40.750 --> 00:00:42.850 and 25 times nine in the denominator. 00:00:42.850 --> 00:00:44.480 But the way that many of us approach it 00:00:44.480 --> 00:00:47.230 so that it's easier to reduce to lowest terms 00:00:47.230 --> 00:00:49.490 is to factor things, to realize that look, 00:00:49.490 --> 00:00:53.000 six is two times three. 00:00:53.000 --> 00:00:58.000 Nine is three times three, 15 is three times five, 00:00:59.050 --> 00:01:02.440 and 25 is five times five. 00:01:02.440 --> 00:01:04.980 And then you can realize in your eventual product 00:01:04.980 --> 00:01:05.900 you're going to have a five 00:01:05.900 --> 00:01:07.940 in the numerator, five in the denominator. 00:01:07.940 --> 00:01:10.590 You can, five divided by five is one, 00:01:10.590 --> 00:01:13.040 three divided by three is one, 00:01:13.040 --> 00:01:15.820 and then three divided by three is one. 00:01:15.820 --> 00:01:18.690 And so all you'd be left with is that two 00:01:18.690 --> 00:01:19.670 and then that five. 00:01:19.670 --> 00:01:22.140 So this is going to be equal to 2/5. 00:01:22.140 --> 00:01:23.680 So we'll do the analogous thing 00:01:23.680 --> 00:01:25.420 here with these rational expressions. 00:01:25.420 --> 00:01:26.570 We're going to factor them, 00:01:26.570 --> 00:01:29.150 all of them in the numerators and denominators. 00:01:29.150 --> 00:01:32.240 And then we'll see if we can divide the numerator 00:01:32.240 --> 00:01:34.220 and the denominator by the same thing. 00:01:34.220 --> 00:01:35.850 Now, the one thing we have to make sure 00:01:35.850 --> 00:01:39.150 of as we do that is we keep track of the domain. 00:01:39.150 --> 00:01:41.160 'Cause these rational expressions here, 00:01:41.160 --> 00:01:42.570 they might have x values 00:01:42.570 --> 00:01:45.260 that make their denominators equal to zero. 00:01:45.260 --> 00:01:49.040 And so even if we reduce to lowest terms, 00:01:49.040 --> 00:01:50.770 and we get rid of those expressions, 00:01:50.770 --> 00:01:53.600 in order for the expressions to be the same expression, 00:01:53.600 --> 00:01:57.120 we have to constrain the domain in the same way. 00:01:57.120 --> 00:01:59.110 So let's get started. 00:01:59.110 --> 00:02:01.300 So this is going to be equal to, 00:02:01.300 --> 00:02:02.480 I'll just rewrite everything, 00:02:02.480 --> 00:02:04.140 x squared minus nine. 00:02:04.140 --> 00:02:05.240 How do we factor that? 00:02:05.240 --> 00:02:06.910 Well, that's going to be a difference of squares. 00:02:06.910 --> 00:02:11.910 We could write that as x plus three times x minus three. 00:02:12.430 --> 00:02:16.750 And then that is going to be over this business. 00:02:16.750 --> 00:02:19.670 And let's see, five squared is 25, 00:02:19.670 --> 00:02:22.490 negative five plus negative five is negative 10. 00:02:22.490 --> 00:02:26.380 So this is going to be x minus five 00:02:27.480 --> 00:02:30.010 times x minus five. 00:02:30.010 --> 00:02:31.850 If what I'm just doing here with the factoring 00:02:31.850 --> 00:02:33.110 is not making sense, 00:02:33.110 --> 00:02:36.030 I encourage you to review factoring on Khan Academy. 00:02:36.030 --> 00:02:39.120 And then we multiply that times, let's see, 00:02:39.120 --> 00:02:41.690 in this numerator here, I can factor out of four. 00:02:41.690 --> 00:02:45.840 So that's going to be four times x minus five. 00:02:45.840 --> 00:02:46.770 Which is going to be useful. 00:02:46.770 --> 00:02:49.450 I have an x minus five there, x minus five there. 00:02:49.450 --> 00:02:51.840 And then that's going to be over. 00:02:51.840 --> 00:02:55.930 Let's see, this expression over here. 00:02:55.930 --> 00:02:58.690 Two plus three is five, two times three to six. 00:02:58.690 --> 00:03:03.690 So it's going to be x plus two times x plus three. 00:03:04.250 --> 00:03:07.500 Now before I start reducing to lowest terms, 00:03:07.500 --> 00:03:09.520 let's think about the domain here. 00:03:09.520 --> 00:03:11.310 And the domain is going to be constrained 00:03:11.310 --> 00:03:14.740 by things that make these denominators equal to zero. 00:03:14.740 --> 00:03:17.760 So the domain would be all real numbers 00:03:17.760 --> 00:03:20.300 except x cannot equal five. 00:03:20.300 --> 00:03:21.410 Let me write it over here. 00:03:21.410 --> 00:03:25.740 X cannot equal five because if that happened, 00:03:25.740 --> 00:03:28.260 then this denominator would become zero. 00:03:28.260 --> 00:03:31.583 X cannot be equal to negative two. 00:03:32.480 --> 00:03:34.410 X could not be equal to negative two 00:03:34.410 --> 00:03:36.330 because that would make the denominator here zero, 00:03:36.330 --> 00:03:38.050 which would make the denominator here zero. 00:03:38.050 --> 00:03:41.940 And x cannot be equal to negative three. 00:03:41.940 --> 00:03:44.320 So the domain is constrained in this way. 00:03:44.320 --> 00:03:46.050 We have to carry this throughout. 00:03:46.050 --> 00:03:48.000 No matter what we do to the expression, 00:03:48.000 --> 00:03:50.900 this is the constraints on our domain. 00:03:50.900 --> 00:03:55.290 With that out of the way, now we can reduce to lowest terms. 00:03:55.290 --> 00:03:58.980 So x, we have an x plus three in the numerator, 00:03:58.980 --> 00:04:00.410 x plus three in the denominator. 00:04:00.410 --> 00:04:02.320 X minus five in the numerator. 00:04:02.320 --> 00:04:04.310 X minus five in the denominator. 00:04:04.310 --> 00:04:07.070 And I think we've gone about as far as we can. 00:04:07.070 --> 00:04:09.330 And so when we multiply the numerators, 00:04:09.330 --> 00:04:10.570 we are going to get, 00:04:10.570 --> 00:04:14.960 this business is going to be four times x minus three. 00:04:14.960 --> 00:04:19.430 Four times x minus three, 00:04:19.430 --> 00:04:22.513 over, we have an x minus five here. 00:04:23.510 --> 00:04:25.610 X minus five. 00:04:25.610 --> 00:04:28.523 And then we have an x plus two. 00:04:29.710 --> 00:04:32.410 We have an x plus two. 00:04:32.410 --> 00:04:34.500 And we could leave it like this if you want. 00:04:34.500 --> 00:04:35.720 In some cases, 00:04:35.720 --> 00:04:39.020 people like to multiply the things out, but we're done. 00:04:39.020 --> 00:04:41.580 We've just finished multiplying these rational expressions. 00:04:41.580 --> 00:04:42.650 And we have to remind ourselves 00:04:42.650 --> 00:04:46.100 that x cannot be equal to any of these things. 00:04:46.100 --> 00:04:48.060 Now, the way that we've simplified it, 00:04:48.060 --> 00:04:50.960 we still have an x minus five right over here. 00:04:50.960 --> 00:04:53.490 So it might be redundant to say that x cannot 00:04:53.490 --> 00:04:56.350 be equal to five because that's still the case 00:04:56.350 --> 00:05:00.200 in our reduced terms expression here. 00:05:00.200 --> 00:05:03.380 And that's true also of the x cannot be equal 00:05:03.380 --> 00:05:04.540 to negative two. 00:05:04.540 --> 00:05:06.510 We still have an x plus two here. 00:05:06.510 --> 00:05:08.960 So still, even in this expression it's pretty clear, 00:05:08.960 --> 00:05:11.100 that x cannot be equal to negative two, 00:05:11.100 --> 00:05:12.930 but the x cannot equal negative three 00:05:12.930 --> 00:05:15.890 isn't so obvious when you just look at this expression. 00:05:15.890 --> 00:05:17.250 But in order for this expression 00:05:17.250 --> 00:05:19.560 to be completely equivalent to the original, 00:05:19.560 --> 00:05:21.800 it has to have the same domain. 00:05:21.800 --> 00:05:24.400 And so you might want to explicitly say 00:05:24.400 --> 00:05:26.910 that x cannot be equal to negative three here. 00:05:26.910 --> 00:05:28.630 You could also say the other two, 00:05:28.630 --> 00:05:31.100 but those are, that's still very clear 00:05:31.100 --> 00:05:32.750 when you look at this expression.
Inverse matrices and matrix equations
https://www.youtube.com/watch?v=a2S0kuXO3gE
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https://www.youtube.com/api/timedtext?v=a2S0kuXO3gE&ei=6VWUZZObG7-ShcIPue6zgA8&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=53904F34A80B04F30A073E3675A0B44920BE53FC.AF86E06714F7E85AC96B6A1019C26AB8A1AA6B27&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.000 --> 00:00:02.270 - [Instructor] In a previous video, we talked about 00:00:02.270 --> 00:00:05.510 how you can represent a system of equations 00:00:05.510 --> 00:00:08.140 as essentially a matrix equation. 00:00:08.140 --> 00:00:10.460 So for example, here I have two equations 00:00:10.460 --> 00:00:13.490 with two unknowns x, y, well let's just assume 00:00:13.490 --> 00:00:16.460 that we know what a, b, p, c, d, and q are, 00:00:16.460 --> 00:00:20.610 and you can represent this type of system as a 00:00:20.610 --> 00:00:24.040 matrix vector equation like this, where the coefficients 00:00:24.040 --> 00:00:26.400 on the x's are this first column, 00:00:26.400 --> 00:00:28.850 coefficients on the y's are the second column. 00:00:28.850 --> 00:00:31.090 And then we see our unknown variables, 00:00:31.090 --> 00:00:34.760 what we would want to solve for maybe, as this vector here, 00:00:34.760 --> 00:00:37.290 so you could do that as the unknown two-dimensional vector. 00:00:37.290 --> 00:00:39.900 And then we know when we either think about it 00:00:39.900 --> 00:00:42.150 as a transformation on this unknown vector 00:00:42.150 --> 00:00:45.450 we get this known vector, we get the vector pq, 00:00:45.450 --> 00:00:48.110 or you can think about it as matrix multiplication. 00:00:48.110 --> 00:00:51.220 When you multiply this vector by this matrix 00:00:51.220 --> 00:00:54.560 you get this pq vector. 00:00:54.560 --> 00:00:56.340 And in other videos we also talked 00:00:56.340 --> 00:00:58.530 about this idea of inverses. 00:00:58.530 --> 00:01:03.100 So for example, if we call this right over here, matrix A, 00:01:03.100 --> 00:01:06.260 you can imagine that, or what we're seeing here is matrix A, 00:01:06.260 --> 00:01:10.470 times the vector xy, 00:01:10.470 --> 00:01:12.110 I'll just write it like that, 00:01:12.110 --> 00:01:16.570 is equal to the vector pq. 00:01:16.570 --> 00:01:19.650 I'll just stick to one color for convenience right now. 00:01:19.650 --> 00:01:23.790 And we talked about this idea that if you have an inverse 00:01:23.790 --> 00:01:25.480 of a matrix times the matrix 00:01:25.480 --> 00:01:27.670 it's going to give you the identity matrix. 00:01:27.670 --> 00:01:31.030 So one idea for trying to quote solve, 00:01:31.030 --> 00:01:34.620 this matrix vector equation is what if we multiplied 00:01:34.620 --> 00:01:38.140 both sides on the left by the inverse of A? 00:01:38.140 --> 00:01:40.130 So if I had A inverse here 00:01:40.130 --> 00:01:43.770 and if I multiplied by A inverse here, what would happen? 00:01:43.770 --> 00:01:46.240 Well, assuming A inverse exists, 00:01:46.240 --> 00:01:48.530 and that's actually going to be the focus of this video, 00:01:48.530 --> 00:01:51.500 if A inverse exists, then this right over here 00:01:51.500 --> 00:01:55.100 is just going to become the identity matrix. 00:01:55.100 --> 00:01:57.800 So that's just the matrix that if I try to transform 00:01:57.800 --> 00:02:00.530 anything or if I multiply anything by it it's just gonna 00:02:00.530 --> 00:02:02.570 give us that thing that we had before, 00:02:02.570 --> 00:02:04.780 in the two by two scenario, the identity matrix, 00:02:04.780 --> 00:02:07.940 it looks like that. 00:02:07.940 --> 00:02:10.190 And then on the right-hand side, we'll be multiplying 00:02:10.190 --> 00:02:12.493 a two by two matrix times the vector pq. 00:02:13.518 --> 00:02:14.760 And so on the left-hand side, 00:02:14.760 --> 00:02:16.820 essentially the identity matrix times xy 00:02:16.820 --> 00:02:21.030 is just going to give us xy, and on the right hand side 00:02:21.030 --> 00:02:22.780 we would know what that equals to. 00:02:22.780 --> 00:02:25.410 So that would essentially solve this system 00:02:25.410 --> 00:02:27.940 when it is represented that way. 00:02:27.940 --> 00:02:32.660 But this gives us a clue about thinking when is it solvable? 00:02:32.660 --> 00:02:35.190 Because when it's solvable, you're going to have 00:02:35.190 --> 00:02:37.610 a situation where you do have an inverse here. 00:02:37.610 --> 00:02:39.810 And when it's not solvable, you're gonna have 00:02:39.810 --> 00:02:41.920 a situation where there is no inverse here, 00:02:41.920 --> 00:02:46.120 where this matrix A does not have an inverse. 00:02:46.120 --> 00:02:49.490 So when we go back to what we've learned in previous algebra 00:02:49.490 --> 00:02:52.080 classes about solving systems of equations, 00:02:52.080 --> 00:02:54.700 we know there's two scenarios where we get 00:02:54.700 --> 00:02:57.510 either no solutions or an infinite number of solutions. 00:02:57.510 --> 00:02:59.560 Let me draw a little coordinate axis here. 00:02:59.560 --> 00:03:01.360 We know that the lines have different slopes. 00:03:01.360 --> 00:03:02.676 So one line looks like this 00:03:02.676 --> 00:03:04.880 and then the other line, it could look like anything. 00:03:04.880 --> 00:03:06.570 As long as it has a different slope, 00:03:06.570 --> 00:03:09.100 they are going to intersect at exactly one point. 00:03:09.100 --> 00:03:11.500 Two lines with different slopes are gonna intersect 00:03:11.500 --> 00:03:13.680 in exactly one point. 00:03:13.680 --> 00:03:16.810 The situation which you have no solutions is if 00:03:16.810 --> 00:03:19.520 they are the same slope. 00:03:19.520 --> 00:03:23.420 So parallel lines like this would not intersect. 00:03:23.420 --> 00:03:26.470 Another weird situation that you get when you solve systems 00:03:26.470 --> 00:03:29.810 is that they have the same slope, but they're the same line. 00:03:29.810 --> 00:03:31.720 So that would be something like this. 00:03:31.720 --> 00:03:34.420 There would not be a unique xy, there would actually 00:03:34.420 --> 00:03:37.940 be an infinite xy's that would satisfy the equation. 00:03:37.940 --> 00:03:40.440 So those are both situations where we're not finding 00:03:40.440 --> 00:03:43.250 a nice, clean, unique solution to our system. 00:03:43.250 --> 00:03:45.540 And if we think about the matrix world, where we're not 00:03:45.540 --> 00:03:48.320 going to find an inverse of A that when we multiply it 00:03:48.320 --> 00:03:50.830 times pq it gives us a nice clean solution, 00:03:50.830 --> 00:03:52.180 in either of those scenarios 00:03:52.180 --> 00:03:55.190 where the two equations have the same slope. 00:03:55.190 --> 00:03:56.820 Now let's think about what do we know 00:03:56.820 --> 00:03:59.820 about abcd when we have the same slope? 00:03:59.820 --> 00:04:01.800 So if we were to try to put this top equation 00:04:01.800 --> 00:04:04.840 into slope intercept form, what would that look like? 00:04:04.840 --> 00:04:08.190 Well, let's see we can subtract ax from both sides. 00:04:08.190 --> 00:04:09.370 So you could have something like this, 00:04:09.370 --> 00:04:13.420 by is equal to p minus ax. 00:04:13.420 --> 00:04:15.100 I just subtract ax from both sides. 00:04:15.100 --> 00:04:17.050 And then if you divide both sides by b, 00:04:17.050 --> 00:04:22.050 you get y is equal to p over b minus a over bx. 00:04:22.430 --> 00:04:24.980 And so you can see in this first equation 00:04:24.980 --> 00:04:27.700 our slope is negative a over b. 00:04:27.700 --> 00:04:29.410 Now what about the second equation? 00:04:29.410 --> 00:04:31.500 Well, by the same logic, if you do the same thing, 00:04:31.500 --> 00:04:35.070 you subtract cx from both sides and then divide by d, 00:04:35.070 --> 00:04:39.240 you're going to get y is equal to q over d 00:04:39.240 --> 00:04:43.780 minus c over dx. 00:04:43.780 --> 00:04:47.430 And so we see the slope here is negative c over d. 00:04:47.430 --> 00:04:50.260 So these strange scenarios, not strange, 00:04:50.260 --> 00:04:52.270 but these scenarios where you don't get a nice clean 00:04:52.270 --> 00:04:54.890 unique solution are the ones where these slopes 00:04:54.890 --> 00:04:56.370 are equivalent to each other. 00:04:56.370 --> 00:04:58.640 So we're talking about the scenario in which 00:04:58.640 --> 00:05:03.640 negative a over b is equal to negative c over d. 00:05:04.170 --> 00:05:06.150 Now, to make a little bit of sense of that, let's say 00:05:06.150 --> 00:05:09.630 we multiply both sides of this equation by negative bd 00:05:09.630 --> 00:05:11.730 to get rid of these things out of the denominator. 00:05:11.730 --> 00:05:12.840 So let me do that. 00:05:12.840 --> 00:05:14.140 And I'm multiplying by a negative 00:05:14.140 --> 00:05:18.000 to get rid of the negatives, negative bd. 00:05:18.000 --> 00:05:21.430 So on the left-hand side, the b cancels with the b, 00:05:21.430 --> 00:05:23.010 negative times a negative is a positive, 00:05:23.010 --> 00:05:26.470 we're gonna get ad, and on the right-hand side, 00:05:26.470 --> 00:05:30.103 negatives cancel out, d goes away, and then you have cb. 00:05:32.020 --> 00:05:34.390 Or another way to think about it is, 00:05:34.390 --> 00:05:38.080 ad minus cb is going to be equal to zero. 00:05:38.080 --> 00:05:42.190 When ad minus cb is equal to zero, 00:05:42.190 --> 00:05:47.190 this system of equations does not have a unique solution. 00:05:47.270 --> 00:05:50.150 Now, things, bells might be ringing in your head right now, 00:05:50.150 --> 00:05:54.280 because ad, so that's a times d 00:05:54.280 --> 00:05:57.610 minus c times b, 00:05:57.610 --> 00:05:59.780 minus c times b, 00:05:59.780 --> 00:06:02.700 that's the determinant of this matrix A here. 00:06:02.700 --> 00:06:06.000 So this is going to be true only in a situation, 00:06:06.000 --> 00:06:09.340 if and only if, the determinant of our matrix A 00:06:09.340 --> 00:06:10.660 is equal to zero. 00:06:10.660 --> 00:06:12.610 So just like that, we have a pretty neat clue 00:06:12.610 --> 00:06:15.690 about when you're not going to see a nice neat solution 00:06:15.690 --> 00:06:17.610 to a systems of equations represented 00:06:17.610 --> 00:06:19.770 as a matrix vector equation like this. 00:06:19.770 --> 00:06:21.240 You're not gonna have a nice, clean 00:06:21.240 --> 00:06:23.400 unique solution when the determinant 00:06:23.400 --> 00:06:27.060 of your matrix A is equal to zero. 00:06:27.060 --> 00:06:29.470 And since you're not going to have a nice clean solution, 00:06:29.470 --> 00:06:31.530 you must not be able to find an inverse here 00:06:31.530 --> 00:06:34.030 because if you had an inverse, you could just multiply it. 00:06:34.030 --> 00:06:37.800 So this is a situation where this is only going to be true, 00:06:37.800 --> 00:06:39.440 and I haven't proven it rigorously, 00:06:39.440 --> 00:06:42.230 but hopefully it gives you a little bit of a justification. 00:06:42.230 --> 00:06:46.840 This is a situation where A inverse doesn't exist. 00:06:46.840 --> 00:06:48.670 So there's a lot that's interesting here. 00:06:48.670 --> 00:06:51.130 In a previous video, we thought about a matrix A 00:06:51.130 --> 00:06:52.710 and we thought about it as a transformation 00:06:52.710 --> 00:06:56.320 and how its determinant tells us how we are scaling areas. 00:06:56.320 --> 00:06:58.630 But if its determinant is zero, that means you're 00:06:58.630 --> 00:07:00.470 taking things that have two dimensional area 00:07:00.470 --> 00:07:02.620 and you're scaling them down to having zero area. 00:07:02.620 --> 00:07:04.520 It'd be very hard to go the other way around, 00:07:04.520 --> 00:07:07.890 which is what A inverse transformation matrix would do. 00:07:07.890 --> 00:07:11.070 Here, we're getting the same result, not viewing matrix A 00:07:11.070 --> 00:07:14.640 as a transformation, but viewing it as a representation 00:07:14.640 --> 00:07:17.920 of a system of linear equations like this. 00:07:17.920 --> 00:07:20.090 But once again, we got the same idea 00:07:20.090 --> 00:07:22.610 that the determinant of A is equal to zero. 00:07:22.610 --> 00:07:24.910 You're not going to get a nice clean solution here. 00:07:24.910 --> 00:07:27.743 And so the inverse does not exist.
Composing 3x3 matrices
https://www.youtube.com/watch?v=2O18RbWmrYA
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https://www.youtube.com/api/timedtext?v=2O18RbWmrYA&ei=6VWUZZrpI92fxN8P4-eBiAQ&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=389D6A6120A01ED3D0B2DB92A2BE364E015ECA42.A493326489418803D4BD84D54ED3A84642173869&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.160 --> 00:00:02.700 - [Instructor] So we have two, three by three matrices here, 00:00:02.700 --> 00:00:04.700 matrix A and matrix B. 00:00:04.700 --> 00:00:05.870 And we can of course, 00:00:05.870 --> 00:00:08.940 view each of them as a transformation 00:00:08.940 --> 00:00:11.200 in three dimensional space. 00:00:11.200 --> 00:00:12.710 Now, what we're going to think about in this video 00:00:12.710 --> 00:00:15.630 is the composition of A of Bs. 00:00:15.630 --> 00:00:17.730 So you can think of this as the transformation 00:00:17.730 --> 00:00:21.720 where you apply B first, and then you apply A after that. 00:00:21.720 --> 00:00:23.210 And then we can represent that 00:00:23.210 --> 00:00:25.280 by another three by three matrix, 00:00:25.280 --> 00:00:26.810 which is partially completed here. 00:00:26.810 --> 00:00:29.000 We have the first and the third column here. 00:00:29.000 --> 00:00:30.450 And so my question to you is 00:00:30.450 --> 00:00:33.790 what is this middle column where I have these three blanks? 00:00:33.790 --> 00:00:36.740 Pause the video and try to work through that. 00:00:36.740 --> 00:00:39.770 All right, now let's work through this together. 00:00:39.770 --> 00:00:43.160 So one way to think about how to construct A of B 00:00:43.160 --> 00:00:44.420 is that what you're doing is 00:00:44.420 --> 00:00:46.950 you're taking each of the columns of B 00:00:46.950 --> 00:00:47.783 and you're thinking 00:00:47.783 --> 00:00:50.450 about what would they be under the transformation A. 00:00:50.450 --> 00:00:53.430 So if you were to apply the transformation A, 00:00:53.430 --> 00:00:56.130 to this column, right over here, 00:00:56.130 --> 00:00:58.360 you would get this column. 00:00:58.360 --> 00:01:02.130 If you apply the transformation A to this column, 00:01:02.130 --> 00:01:03.330 right over here, 00:01:03.330 --> 00:01:05.170 you would get this column. 00:01:05.170 --> 00:01:06.410 So what we really need to do 00:01:06.410 --> 00:01:10.110 is apply the transformation A to this column, 00:01:10.110 --> 00:01:12.050 to the middle column, right over here. 00:01:12.050 --> 00:01:13.240 And just as a reminder, 00:01:13.240 --> 00:01:15.100 how this transformation works. 00:01:15.100 --> 00:01:17.230 A vector zero to three, 00:01:17.230 --> 00:01:22.230 you can think of it as zero of the one zero, zero vector, 00:01:26.010 --> 00:01:28.420 the unit vector in the X direction. 00:01:28.420 --> 00:01:33.420 Plus two of the zero, one, zero vector 00:01:33.830 --> 00:01:38.830 plus three of the zero, zero one vector. 00:01:40.350 --> 00:01:41.730 Now, when you're applying transformation, 00:01:41.730 --> 00:01:44.460 instead of using these unit vectors, 00:01:44.460 --> 00:01:47.760 you use the image of them under this transformation. 00:01:47.760 --> 00:01:49.340 And now in this situation, 00:01:49.340 --> 00:01:51.600 instead of one zero, zero vector, 00:01:51.600 --> 00:01:54.200 we are going to be using this thing, 00:01:54.200 --> 00:01:56.030 instead of a zero one zero, 00:01:56.030 --> 00:01:58.950 we're going to be using this thing. 00:01:58.950 --> 00:02:00.860 Instead of a zero, zero one, 00:02:00.860 --> 00:02:03.990 we are going to be using this thing. 00:02:03.990 --> 00:02:05.900 So this middle column, 00:02:05.900 --> 00:02:07.520 when it's transformed by this vector 00:02:07.520 --> 00:02:11.660 is going to be zero, instead of the one zero, zero one, 00:02:11.660 --> 00:02:15.610 it's going to be zero of the negative three, 00:02:15.610 --> 00:02:18.370 negative three, three vector. 00:02:18.370 --> 00:02:23.370 And then we have plus two, plus two of the zero. 00:02:25.380 --> 00:02:27.130 Let me do that in that purple color 00:02:27.130 --> 00:02:32.130 of the zero, negative two, three vector. 00:02:33.520 --> 00:02:34.760 And then last but not least, 00:02:34.760 --> 00:02:38.650 you're going to have three of the plus three 00:02:38.650 --> 00:02:40.420 of then I'll do that in yellow, 00:02:40.420 --> 00:02:45.160 the zero negative for one vector. 00:02:45.160 --> 00:02:47.540 Now we just do the math. 00:02:47.540 --> 00:02:49.420 So when you play zero times, all of this, 00:02:49.420 --> 00:02:51.410 you're just gonna have a zero, zero, zero vector. 00:02:51.410 --> 00:02:53.000 So we can, those all go away. 00:02:53.000 --> 00:02:55.780 And then you are left with, let's see, 00:02:55.780 --> 00:02:59.040 this one is going to be two times zero is zero. 00:02:59.040 --> 00:03:00.960 Two times negative two is negative four, 00:03:00.960 --> 00:03:02.890 two times three is six. 00:03:02.890 --> 00:03:07.700 You're gonna have that, plus three times zero 00:03:07.700 --> 00:03:11.010 is zero, three times negative four is negative 12, 00:03:11.010 --> 00:03:12.870 three times one is three. 00:03:12.870 --> 00:03:14.650 I could have written this a little bit neater, 00:03:14.650 --> 00:03:16.220 but hopefully you get the idea. 00:03:16.220 --> 00:03:18.100 And then when we add those two things, 00:03:18.100 --> 00:03:21.760 zero plus zero, is zero. 00:03:21.760 --> 00:03:26.260 Negative four plus negative 12 is negative 16, 00:03:26.260 --> 00:03:31.210 six plus three is nine, and we're done. 00:03:31.210 --> 00:03:36.053 We have just completed the composition of A of B.
Inverse matrix introduction
https://www.youtube.com/watch?v=sT9IgHjjhiY
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WEBVTT Kind: captions Language: en 00:00:01.060 --> 00:00:02.730 - [Instructor] We know that when we're just multiplying 00:00:02.730 --> 00:00:05.780 regular numbers we have the notion of a reciprocal. 00:00:05.780 --> 00:00:08.640 For example, if I were to take two and I were to multiply it 00:00:08.640 --> 00:00:12.270 by its reciprocal, it would be equal to one. 00:00:12.270 --> 00:00:13.640 Or if I were to just take a 00:00:13.640 --> 00:00:16.020 and a is not equal to zero and I were to multiply it 00:00:16.020 --> 00:00:19.800 by its reciprocal for any a, that is not equal to zero 00:00:19.800 --> 00:00:21.950 this will also be equal to one. 00:00:21.950 --> 00:00:25.700 And this is a number that if I multiply times anything 00:00:25.700 --> 00:00:29.040 I am just going to get that original number. 00:00:29.040 --> 00:00:31.220 So that's interesting, put in the back of our minds 00:00:31.220 --> 00:00:33.290 you learned this many, many years ago. 00:00:33.290 --> 00:00:34.500 Now we also have something 00:00:34.500 --> 00:00:37.040 that comes out of our knowledge of functions. 00:00:37.040 --> 00:00:39.900 We know that if there's some function 00:00:39.900 --> 00:00:44.030 let's call it f(x) that goes from some set, 00:00:44.030 --> 00:00:45.790 we call that our domain 00:00:45.790 --> 00:00:49.290 to some other set we call that our range, 00:00:49.290 --> 00:00:51.070 that in many cases, not all cases 00:00:51.070 --> 00:00:55.117 so this is the function f that goes from x to f(x). 00:00:56.060 --> 00:00:59.500 That in many cases, but not always the case 00:00:59.500 --> 00:01:02.200 there's another function that can take us back. 00:01:02.200 --> 00:01:06.270 And we call that other function, the inverse of f. 00:01:06.270 --> 00:01:11.080 So that if you apply the inverse of f to f(x) 00:01:11.080 --> 00:01:13.130 you're going to get back to where you were. 00:01:13.130 --> 00:01:15.240 You're going to get back to x. 00:01:15.240 --> 00:01:17.180 And we also know that it goes the other way around. 00:01:17.180 --> 00:01:21.173 For example, if you did f of f inverse of x, 00:01:24.260 --> 00:01:26.800 that too will get us back to x. 00:01:26.800 --> 00:01:28.230 So the natural question is 00:01:28.230 --> 00:01:31.240 is there an analog for an inverse of a function, 00:01:31.240 --> 00:01:33.410 or for reciprocal when we're multiplying 00:01:33.410 --> 00:01:36.333 when we think about matrices. 00:01:37.450 --> 00:01:40.090 So let's play with a few ideas. 00:01:40.090 --> 00:01:43.310 So let's imagine a matrix as a transformation, 00:01:43.310 --> 00:01:45.330 which we have already talked about it. 00:01:45.330 --> 00:01:47.560 When we think about matrices as transformations 00:01:47.560 --> 00:01:49.020 they really are functions. 00:01:49.020 --> 00:01:51.190 There are functions that are taking one point 00:01:51.190 --> 00:01:52.600 in a certain dimensional space 00:01:52.600 --> 00:01:55.590 let's say in the coordinate plane, to another point 00:01:55.590 --> 00:01:58.250 it transforms a vector to another vector. 00:01:58.250 --> 00:02:01.920 For example, let's imagine something that does 00:02:01.920 --> 00:02:06.160 a clockwise 90 degree rotation. 00:02:06.160 --> 00:02:08.990 And we know how to construct that transformation matrix 00:02:08.990 --> 00:02:11.130 which really is a function. 00:02:11.130 --> 00:02:14.070 What it does is, in our transformation matrix 00:02:14.070 --> 00:02:19.070 we want to say, what do we do with the one zero unit vector? 00:02:20.760 --> 00:02:25.700 And what also do we do with the zero one unit vector 00:02:25.700 --> 00:02:27.700 when you do that transformation? 00:02:27.700 --> 00:02:32.330 Well, if you're doing a 90 degree clockwise turn, 00:02:32.330 --> 00:02:34.530 then the one zero unit vector 00:02:34.530 --> 00:02:37.520 is going to go right over here. 00:02:37.520 --> 00:02:39.000 And so that's going to be turned 00:02:39.000 --> 00:02:42.280 into the zero negative one vector. 00:02:42.280 --> 00:02:43.990 So I'll write that right there. 00:02:43.990 --> 00:02:46.980 And then the zero one vector is going to be turned 00:02:46.980 --> 00:02:49.400 into the one zero vector. 00:02:49.400 --> 00:02:50.233 So let me write it down. 00:02:50.233 --> 00:02:53.000 This is 90 degrees clockwise 00:02:54.010 --> 00:02:54.900 and then we can think about 00:02:54.900 --> 00:02:57.340 what 90 degree counter-clockwise 00:03:01.290 --> 00:03:02.760 would look like 00:03:02.760 --> 00:03:04.010 you're going counterclockwise 00:03:04.010 --> 00:03:06.940 your original one zero vector right over here 00:03:06.940 --> 00:03:07.950 is going to go over here. 00:03:07.950 --> 00:03:10.940 It's going to become the zero one vector. 00:03:10.940 --> 00:03:13.400 So we will write that right over here. 00:03:13.400 --> 00:03:18.400 And then the zero one vector will then become this vector 00:03:18.410 --> 00:03:20.840 if you're doing a 90 degree counterclockwise rotation 00:03:20.840 --> 00:03:24.400 it's going to become the negative one zero vector 00:03:24.400 --> 00:03:26.400 negative one, zero vector. 00:03:26.400 --> 00:03:29.150 So in theory these two transformations 00:03:29.150 --> 00:03:30.830 should undo each other. 00:03:30.830 --> 00:03:31.990 If I do a transformation 00:03:31.990 --> 00:03:33.910 that first gets 90 degrees clockwise, 00:03:33.910 --> 00:03:35.170 and then I apply a transformation 00:03:35.170 --> 00:03:36.930 that's 90 degrees counter-clockwise 00:03:36.930 --> 00:03:39.630 I should get back to where we began. 00:03:39.630 --> 00:03:40.630 Now let's see what happens 00:03:40.630 --> 00:03:43.600 when we compose these two transformations 00:03:43.600 --> 00:03:44.810 and we know how to do that. 00:03:44.810 --> 00:03:45.660 We've already talked about it. 00:03:45.660 --> 00:03:49.510 We essentially multiply these two matrices. 00:03:49.510 --> 00:03:53.040 If you were to multiply zero, negative one, 00:03:53.040 --> 00:03:58.040 one, zero times zero, negative one, one, zero. 00:03:58.950 --> 00:03:59.793 What do we get? 00:04:00.850 --> 00:04:03.930 Well, let's see these, this top left 00:04:03.930 --> 00:04:05.550 this is composing two, two 00:04:05.550 --> 00:04:08.570 by two matrices is equivalent to multiplying them 00:04:08.570 --> 00:04:09.910 we've seen that in other videos. 00:04:09.910 --> 00:04:13.590 And so first we will look at this row and this column 00:04:13.590 --> 00:04:17.640 and that's going to be zero times zero plus one times one. 00:04:17.640 --> 00:04:19.050 So that is going to be one. 00:04:19.050 --> 00:04:22.370 They're going to look at this row and this column. 00:04:22.370 --> 00:04:24.500 So zero times negative one 00:04:24.500 --> 00:04:27.350 plus one times zero is just going to be zero. 00:04:27.350 --> 00:04:29.850 And then we're going to multiply 00:04:29.850 --> 00:04:31.610 this row times each of those columns. 00:04:31.610 --> 00:04:34.530 So negative one times zero is zero 00:04:34.530 --> 00:04:37.220 plus zero times one is zero 00:04:37.220 --> 00:04:40.710 and then negative one times negative one is one 00:04:40.710 --> 00:04:43.040 plus zero times zero is one. 00:04:43.040 --> 00:04:46.970 And look what happened when we took the composition of 00:04:46.970 --> 00:04:50.170 these two matrices that should undo each other 00:04:50.170 --> 00:04:51.200 we see that it does. 00:04:51.200 --> 00:04:53.900 It turns into the identity transformation 00:04:53.900 --> 00:04:55.180 or the identity matrix. 00:04:55.180 --> 00:04:57.890 We know that this matrix right over here as a transformation 00:04:57.890 --> 00:05:01.370 it's just going to map everything onto themselves. 00:05:01.370 --> 00:05:03.850 Now, this is really interesting because if we view 00:05:03.850 --> 00:05:06.900 these two by two transformation matrices as functions, 00:05:06.900 --> 00:05:09.870 we've just shown that if we call this 00:05:09.870 --> 00:05:13.930 say our first function then can call this it's inverse. 00:05:13.930 --> 00:05:16.460 And actually we use that same language 00:05:16.460 --> 00:05:18.410 when we talk about matrices. 00:05:18.410 --> 00:05:21.330 If we call this as being equal to A 00:05:21.330 --> 00:05:24.730 we would call this as being equal to A inverse. 00:05:24.730 --> 00:05:27.400 So if I were to take matrix A 00:05:27.400 --> 00:05:30.630 and I were to multiply that times its inverse 00:05:30.630 --> 00:05:35.120 I should get the identity matrix, which is right over here. 00:05:35.120 --> 00:05:36.730 And here I'm speaking in generalities 00:05:36.730 --> 00:05:38.820 I'm not even just talking about the two by two case. 00:05:38.820 --> 00:05:40.160 That should be the three by three case 00:05:40.160 --> 00:05:42.800 the four by four case so on and so forth. 00:05:42.800 --> 00:05:45.610 And we also know, that I could have defined this bottom one 00:05:45.610 --> 00:05:48.180 as A and the top one as A inverse. 00:05:48.180 --> 00:05:50.370 And so the other way should be true as well. 00:05:50.370 --> 00:05:54.180 A inverse times A should also be equivalent 00:05:54.180 --> 00:05:55.420 to the identity matrix. 00:05:55.420 --> 00:05:58.080 And so that's completely analogous to what we saw 00:05:58.080 --> 00:05:59.600 in these function examples 00:05:59.600 --> 00:06:01.210 between a function and its inverse 00:06:01.210 --> 00:06:02.820 because the other day, as we said 00:06:02.820 --> 00:06:05.020 an end by end matrix can be viewed 00:06:05.020 --> 00:06:09.490 as a transformation can be viewed as a function. 00:06:09.490 --> 00:06:11.740 And we also see that it has analogs to just how 00:06:11.740 --> 00:06:13.320 we think about multiplication. 00:06:13.320 --> 00:06:15.300 'Cause here we could do this multiplication 00:06:15.300 --> 00:06:18.040 as a composition of transformations 00:06:18.040 --> 00:06:21.230 but we also can just view this as matrix multiplication. 00:06:21.230 --> 00:06:22.510 And so if we take a matrix 00:06:22.510 --> 00:06:24.760 and we multiply it by its inverse, 00:06:24.760 --> 00:06:26.360 that's analogous to taking a number 00:06:26.360 --> 00:06:28.220 and multiplying by its reciprocal 00:06:28.220 --> 00:06:30.030 and we get the equivalent of 00:06:30.030 --> 00:06:31.900 what in the number world would just be one, 00:06:31.900 --> 00:06:34.320 but in the matrix world is the identity matrix. 00:06:34.320 --> 00:06:36.670 'Cause the identity matrix has this nice property 00:06:36.670 --> 00:06:39.960 that if I were to take the identity matrix 00:06:39.960 --> 00:06:42.690 and I were to multiply at times any matrix 00:06:42.690 --> 00:06:44.810 you're gonna get the original matrix again 00:06:44.810 --> 00:06:48.080 which is what we saw at least within the analog that we saw 00:06:48.080 --> 00:06:49.953 in the regular number world.
Help Khan Academy Double Down On Our Efforts
https://www.youtube.com/watch?v=1vMVqhh_wi4
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en
WEBVTT Kind: captions Language: en 00:00:00.350 --> 00:00:02.910 - Hi everyone, Sal Khan here from Khan Academy 00:00:02.910 --> 00:00:04.330 and I just wanted to remind you 00:00:04.330 --> 00:00:06.550 that if you're in the position to do so, 00:00:06.550 --> 00:00:08.900 to think about making a donation to Khan Academy. 00:00:08.900 --> 00:00:10.800 We are a not for profit organization 00:00:10.800 --> 00:00:12.810 and we can only exist through donations 00:00:12.810 --> 00:00:14.710 from folks like yourself. 00:00:14.710 --> 00:00:16.289 And now, as we are approaching 00:00:16.289 --> 00:00:20.320 the one year anniversary of schools in the United States 00:00:20.320 --> 00:00:21.960 and actually schools in much of the world 00:00:21.960 --> 00:00:25.120 having to shut down physically because of the pandemic, 00:00:25.120 --> 00:00:27.850 it's even more that we double down our efforts. 00:00:27.850 --> 00:00:30.080 Obviously, during the school closures, 00:00:30.080 --> 00:00:33.800 many, many, many folks leaned even more on Khan Academy. 00:00:33.800 --> 00:00:35.500 It was the place where they went 00:00:35.500 --> 00:00:38.120 to make sure that they kept pace with their classes 00:00:38.120 --> 00:00:39.600 or if they weren't getting distance learning 00:00:39.600 --> 00:00:41.520 that they were able to get their learning. 00:00:41.520 --> 00:00:42.670 But now, as we're starting to see 00:00:42.670 --> 00:00:43.980 the light at the end of the tunnel, 00:00:43.980 --> 00:00:45.720 I've talked about this very publicly, 00:00:45.720 --> 00:00:49.070 we really have to view this as a disaster recovery effort 00:00:49.070 --> 00:00:52.290 because so many students, most students arguably, 00:00:52.290 --> 00:00:54.470 have accumulated all sorts of learning loss 00:00:54.470 --> 00:00:55.800 over this past year. 00:00:55.800 --> 00:00:58.140 Some students have fallen off the radar completely. 00:00:58.140 --> 00:01:01.240 And so, as we go into the end of this school year 00:01:01.240 --> 00:01:03.280 and actually the next several years, 00:01:03.280 --> 00:01:06.770 we need to make sure that there is free accessible resources 00:01:06.770 --> 00:01:08.560 for students, for parents, 00:01:08.560 --> 00:01:10.248 and for teachers and school districts 00:01:10.248 --> 00:01:12.850 to make sure they can personalize 00:01:12.850 --> 00:01:14.090 to the needs of students. 00:01:14.090 --> 00:01:15.760 And as you can imagine, that's exactly 00:01:15.760 --> 00:01:17.800 what Khan Academy is focused on. 00:01:17.800 --> 00:01:20.760 We had over 12 billion learning minutes 00:01:20.760 --> 00:01:23.840 on Khan Academy in 2020, and we expect that 00:01:23.840 --> 00:01:25.860 that will only accelerate in the years ahead. 00:01:25.860 --> 00:01:27.440 That's 12 billion minutes 00:01:27.440 --> 00:01:29.129 of learners around the world 00:01:29.129 --> 00:01:32.350 really being able to dig in into their gaps, 00:01:32.350 --> 00:01:34.200 make up for any unfinished learning, 00:01:34.200 --> 00:01:37.090 and then learn at grade level or beyond. 00:01:37.090 --> 00:01:38.580 So if you're in a position to do so, 00:01:38.580 --> 00:01:40.970 the social return on investment, 00:01:40.970 --> 00:01:42.910 the social benefit to cost ratio 00:01:42.910 --> 00:01:45.590 for Khan Academy is off the charts. 00:01:45.590 --> 00:01:48.528 And so hopefully, we'll make both your heart 00:01:48.528 --> 00:01:50.960 and your head feel good about the impact 00:01:50.960 --> 00:01:52.500 that you will have on millions 00:01:52.500 --> 00:01:53.960 and millions of learners today 00:01:53.960 --> 00:01:56.353 and billions of learners in the future.
Proof: Matrix determinant gives area of image of unit square under mapping
https://www.youtube.com/watch?v=_OiMiQGKvvc
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https://www.youtube.com/api/timedtext?v=_OiMiQGKvvc&ei=6VWUZbiSHpSgp-oPo4uywAM&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=B3BE1F0E13494EE48EFDAD67B9D64BFBE916CBC7.8356DA8C5AEDD17A6A3E73E716C2D8DFAE3AB482&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.480 --> 00:00:02.370 - [Instructor] The goal of this video is to feel good 00:00:02.370 --> 00:00:04.920 about the connection that we've talked about 00:00:04.920 --> 00:00:07.200 between the absolute value of the determinant 00:00:07.200 --> 00:00:08.780 of a two by two matrix 00:00:08.780 --> 00:00:12.720 and the area of the parallelogram that's defined 00:00:12.720 --> 00:00:15.790 by the two column vectors of that matrix. 00:00:15.790 --> 00:00:18.160 So for example, I have this column vector 00:00:18.160 --> 00:00:21.720 right over here ac, so that's this blue vector. 00:00:21.720 --> 00:00:23.070 So this distance right over here, 00:00:23.070 --> 00:00:25.230 it goes a in the x direction. 00:00:25.230 --> 00:00:27.900 So this distance right over here is a, 00:00:27.900 --> 00:00:30.070 and then it goes c in the y direction. 00:00:30.070 --> 00:00:33.930 So this distance right over here is equal to c. 00:00:33.930 --> 00:00:38.930 And so this distance up here is also equal to a, 00:00:39.040 --> 00:00:42.880 and this is also equal to c. 00:00:42.880 --> 00:00:44.550 So we have this vector 00:00:44.550 --> 00:00:46.910 and then we have the bd vector, 00:00:46.910 --> 00:00:49.640 and bd vector, so in the x direction 00:00:49.640 --> 00:00:53.050 it goes a distance of b right over there. 00:00:53.050 --> 00:00:55.830 Or if we draw it over here, it goes a distance of b. 00:00:55.830 --> 00:00:57.030 And in the vertical direction, 00:00:57.030 --> 00:00:59.540 again it goes a distance of d. 00:00:59.540 --> 00:01:01.500 So this right over here is d 00:01:01.500 --> 00:01:04.540 and this distance right over here is d. 00:01:04.540 --> 00:01:07.930 And we can see that the parallelogram created or defined 00:01:07.930 --> 00:01:12.930 by those two vectors, it's area is right over there. 00:01:13.500 --> 00:01:17.440 Now let's see if we can connect that to the determinant 00:01:17.440 --> 00:01:20.160 or the absolute value of the determinant of this matrix. 00:01:20.160 --> 00:01:23.040 And we're just going to assume for the sake of simplicity 00:01:23.040 --> 00:01:26.080 that a, b, c and d are positive values, 00:01:26.080 --> 00:01:29.060 although we can in the future do this same thing 00:01:29.060 --> 00:01:30.470 where we had some other combination 00:01:30.470 --> 00:01:32.250 where some of them are not positive, 00:01:32.250 --> 00:01:33.395 but this will hopefully give you a clue 00:01:33.395 --> 00:01:35.505 of how we can prove it. 00:01:35.505 --> 00:01:40.505 Now, how can we figure out the area of this parallelogram? 00:01:40.700 --> 00:01:43.260 Well, one technique would be find the area 00:01:43.260 --> 00:01:47.530 of this larger rectangle right over here, 00:01:47.530 --> 00:01:48.900 and then from that, 00:01:48.900 --> 00:01:52.740 subtract out the parts that are not in the parallelogram. 00:01:52.740 --> 00:01:54.350 And so let's do that. 00:01:54.350 --> 00:01:57.163 So what's the area of this larger rectangle? 00:01:58.010 --> 00:02:00.010 Let's see the dimensions here are, 00:02:00.010 --> 00:02:04.020 this length from here to here is a, 00:02:04.020 --> 00:02:07.210 and then from here to here is b. 00:02:07.210 --> 00:02:09.380 So this is a plus b on this side. 00:02:09.380 --> 00:02:11.320 And on this side up here, 00:02:11.320 --> 00:02:15.020 this part is d and then this part is c right over here. 00:02:15.020 --> 00:02:16.120 So it's d plus c. 00:02:16.120 --> 00:02:17.910 So the area of the whole thing 00:02:17.910 --> 00:02:22.910 is going to be a plus b, times d plus c, 00:02:23.600 --> 00:02:25.350 which is equal to, we just do 00:02:25.350 --> 00:02:27.070 the distributive property a few times. 00:02:27.070 --> 00:02:32.070 It's going to be ad plus ac plus bd plus bc. 00:02:35.530 --> 00:02:37.760 Now, from that we're going to wanna subtract out all 00:02:37.760 --> 00:02:40.430 of these other parts that are not in the parallelogram. 00:02:40.430 --> 00:02:41.570 So let's do that. 00:02:41.570 --> 00:02:44.310 So you have this triangle right over here 00:02:44.310 --> 00:02:48.160 whose area would be ac over two, a times c over two, 00:02:48.160 --> 00:02:50.920 but you also have this one, which has the same area. 00:02:50.920 --> 00:02:52.680 So if we subtract both of them out 00:02:52.680 --> 00:02:54.950 we'd wanna subtract out a total of ac. 00:02:54.950 --> 00:02:56.800 Each of those are ac over two. 00:02:56.800 --> 00:03:00.200 So to count both of them let's subtract out an ac. 00:03:00.200 --> 00:03:03.470 And then of course we could do these two triangles. 00:03:03.470 --> 00:03:06.850 And the area of each of these triangles is bd over two, 00:03:06.850 --> 00:03:08.670 b times d over two, 00:03:08.670 --> 00:03:11.100 but add them together, their combined area is bd. 00:03:11.100 --> 00:03:12.953 So let's subtract that out, minus bd. 00:03:13.900 --> 00:03:18.210 And now, what is the area of this right over here? 00:03:18.210 --> 00:03:22.910 Well, that is b times c, so minus b times c, 00:03:22.910 --> 00:03:25.650 actually and that's also the area of this right over here. 00:03:25.650 --> 00:03:27.030 So we have another b times c, 00:03:27.030 --> 00:03:29.980 so minus 2bc. 00:03:29.980 --> 00:03:31.780 So let's see what's going on. 00:03:31.780 --> 00:03:35.740 So if we subtract these out, that takes out that, 00:03:35.740 --> 00:03:40.110 that takes out that, and if you take bc minus 2bc 00:03:40.110 --> 00:03:42.650 we're gonna be left with just a negative bc. 00:03:42.650 --> 00:03:44.280 So all of this is going to be equal 00:03:44.280 --> 00:03:46.900 to ad, what we have there. 00:03:46.900 --> 00:03:50.860 Bc minus 2bc is just gonna be a negativebc. 00:03:50.860 --> 00:03:53.843 Well, this is going to be the determinant 00:03:53.843 --> 00:03:58.843 of our matrix, a times d minus b times c. 00:03:59.550 --> 00:04:02.280 So this isn't a proof that for any a, b, c, or d, 00:04:02.280 --> 00:04:04.430 the absolute value of the determinant is equal 00:04:04.430 --> 00:04:06.500 to this area, but it shows you the case where 00:04:06.500 --> 00:04:07.830 you have a positive determinant 00:04:07.830 --> 00:04:09.830 and all of these values are positive. 00:04:09.830 --> 00:04:11.620 So hopefully that feels somewhat satisfying. 00:04:11.620 --> 00:04:13.720 And you can try, if you like to prove the cases 00:04:13.720 --> 00:04:15.470 if you don't have a positive determinant 00:04:15.470 --> 00:04:18.003 or if some combination of these are negative.
Finding area of figure after transformation using determinant
https://www.youtube.com/watch?v=aVuCoUxt3vc
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https://www.youtube.com/api/timedtext?v=aVuCoUxt3vc&ei=6VWUZa-RIc6cp-oPt42ayAY&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=9EF6168447B3087E2AECE7272182092083633DEA.DE399A76643B64296702B5AAF7E9565DDAF342AD&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.170 --> 00:00:03.220 - [Tutor] We're told to consider this matrix transformation 00:00:03.220 --> 00:00:04.710 or this is a matrix that you can view, 00:00:04.710 --> 00:00:06.190 represents a transformation 00:00:06.190 --> 00:00:07.810 on the entire coordinate plane. 00:00:07.810 --> 00:00:10.740 And then they tell us that the transformation is performed 00:00:10.740 --> 00:00:12.310 on the following rectangle. 00:00:12.310 --> 00:00:15.470 So this is the rectangle before the transformation 00:00:15.470 --> 00:00:17.390 and they say, what is the area 00:00:17.390 --> 00:00:21.530 of the image of the rectangle under this transformation? 00:00:21.530 --> 00:00:25.210 So the image of the rectangle is what the rectangle becomes 00:00:25.210 --> 00:00:26.460 after the transformation. 00:00:26.460 --> 00:00:28.240 So pause this video and see if you can answer that 00:00:28.240 --> 00:00:30.090 before we work through it on our own. 00:00:31.490 --> 00:00:34.260 All right, so the main thing to realize is, 00:00:34.260 --> 00:00:36.640 if we have a matrix transformation 00:00:36.640 --> 00:00:38.990 or a transformation matrix like this 00:00:38.990 --> 00:00:42.810 if we take the absolute value of its determinant, 00:00:42.810 --> 00:00:47.810 that value tells us how much that transformation scales up 00:00:49.350 --> 00:00:51.200 areas of figures. 00:00:51.200 --> 00:00:52.160 So let's just do that, 00:00:52.160 --> 00:00:55.320 let's evaluate the absolute value of the determinant here. 00:00:55.320 --> 00:00:57.960 So the absolute value of the determinant 00:00:57.960 --> 00:01:00.880 would be the absolute value of 5 times 8, 00:01:00.880 --> 00:01:05.880 5 times 8 minus 9 times 4, 9 times 4. 00:01:07.290 --> 00:01:09.240 Remember for a 2 by 2 matrix, 00:01:09.240 --> 00:01:12.380 the determinant is just this times this 00:01:12.380 --> 00:01:15.310 minus this times that. 00:01:15.310 --> 00:01:20.310 And so that's going to be the absolute value of 40 minus 36 00:01:20.860 --> 00:01:23.090 which is just the absolute value of 4 00:01:23.090 --> 00:01:25.620 which is just going to be equal to 4. 00:01:25.620 --> 00:01:28.280 So this tells us that this transformation 00:01:28.280 --> 00:01:32.400 will scale up area by a factor of 4. 00:01:32.400 --> 00:01:35.120 So what's the area before the transformation? 00:01:35.120 --> 00:01:37.660 Well, we can see that this is, let's see, 00:01:37.660 --> 00:01:42.660 it's 5 units tall and it is 7 units wide. 00:01:43.700 --> 00:01:48.320 So this has an area of 35 square units, pre transformation. 00:01:48.320 --> 00:01:50.650 So post transformation, we just multiply it 00:01:50.650 --> 00:01:53.520 by the absolute value of the determinant to get, 00:01:53.520 --> 00:01:57.710 let's see, 4 times 30 is 120 00:01:57.710 --> 00:01:59.990 plus 4 times 5 is another 20. 00:01:59.990 --> 00:02:01.210 So this is going to get us 00:02:01.210 --> 00:02:05.693 to 140 square units and we're done.
Interpreting determinants in terms of area
https://www.youtube.com/watch?v=ER_96Mx-KEE
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https://www.youtube.com/api/timedtext?v=ER_96Mx-KEE&ei=6VWUZZHyH86evdIPqvmj8AI&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=1955E2FCD982A3710E983F7952B19514A2B49337.1AD47168182B611CCA1747B603D27D21169D1B72&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.390 --> 00:00:02.810 - [Instructor] So I have a two by two matrix here 00:00:02.810 --> 00:00:06.480 and we could view it as having two column vectors. 00:00:06.480 --> 00:00:09.980 So the first column can define this vector three, one, 00:00:09.980 --> 00:00:11.620 which I've depicted in blue here. 00:00:11.620 --> 00:00:14.792 And then that second column, you can view it 00:00:14.792 --> 00:00:16.930 as telling us that we have another vector, one, two, 00:00:16.930 --> 00:00:19.780 which I have depicted in this pink color. 00:00:19.780 --> 00:00:22.494 Now, an interesting interpretation of the determinant 00:00:22.494 --> 00:00:24.970 of this two by two matrix is that 00:00:24.970 --> 00:00:26.980 the absolute value of the determinant 00:00:26.980 --> 00:00:29.272 is the area of the parallelogram defined 00:00:29.272 --> 00:00:31.220 by these two vectors. 00:00:31.220 --> 00:00:33.100 What I mean by the parallelogram defined 00:00:33.100 --> 00:00:34.660 by these two vectors? 00:00:34.660 --> 00:00:37.590 Well, imagine taking this bottom vector and shifting it 00:00:37.590 --> 00:00:40.546 so it's tail is at the head of this pink vector. 00:00:40.546 --> 00:00:44.650 So it would look like this, hand draw it. 00:00:44.650 --> 00:00:46.460 Looks something like that. 00:00:46.460 --> 00:00:48.690 And then if you were to take this pink vector 00:00:48.690 --> 00:00:51.540 and copy it and shift it up into the right. 00:00:51.540 --> 00:00:54.432 So its tail is at the head of the original blue vector. 00:00:54.432 --> 00:00:56.930 It's going to look something like that. 00:00:56.930 --> 00:00:59.040 And so you can see, you can use that technique 00:00:59.040 --> 00:01:02.160 to take any two vectors in the coordinate plane. 00:01:02.160 --> 00:01:04.660 And they will define a parallelogram. 00:01:04.660 --> 00:01:06.120 And it turns out that the area 00:01:06.120 --> 00:01:08.230 of this parallelogram is going to be equal 00:01:08.230 --> 00:01:10.830 to the absolute value of the determinant 00:01:10.830 --> 00:01:12.080 of this matrix here. 00:01:12.080 --> 00:01:13.510 So what's that going to be? 00:01:13.510 --> 00:01:15.420 Well, we know of figure out the determinant. 00:01:15.420 --> 00:01:18.250 It is three times two, which is six. 00:01:18.250 --> 00:01:23.070 Minus one times one, which is one, which is equal to five. 00:01:23.070 --> 00:01:26.000 And of course the absolute value of five is five. 00:01:26.000 --> 00:01:28.240 Now that's pretty cool in and of itself. 00:01:28.240 --> 00:01:31.450 We figured out one interpretation of a determinant 00:01:31.450 --> 00:01:33.180 which will be useful as we build up 00:01:33.180 --> 00:01:35.320 our understanding of matrices. 00:01:35.320 --> 00:01:37.781 But another interpretation is to say, all right, 00:01:37.781 --> 00:01:41.310 what if A is a transformation matrix, 00:01:41.310 --> 00:01:42.890 and I'm just rewriting it. 00:01:42.890 --> 00:01:45.420 So we know what a transformation matrix does. 00:01:45.420 --> 00:01:49.350 It tells us what to do with the unit vectors, so to speak. 00:01:49.350 --> 00:01:52.800 So for example, I have this vector right over here 00:01:52.800 --> 00:01:56.100 which is the vector one, zero. 00:01:56.100 --> 00:01:58.780 We know that a transformation matrix says, all right 00:01:58.780 --> 00:02:00.230 take that one, zero vector 00:02:00.230 --> 00:02:03.220 and turn it into the three, one vector. 00:02:03.220 --> 00:02:06.166 So turn that into that right over there. 00:02:06.166 --> 00:02:10.260 And we know we have the other, or another unit vector. 00:02:10.260 --> 00:02:13.040 Let's call this, this right over here 00:02:13.040 --> 00:02:16.310 is the zero, one vector. 00:02:16.310 --> 00:02:19.540 Goes zero in the X direction, one in the Y direction. 00:02:19.540 --> 00:02:21.210 And the transformation matrix says, 00:02:21.210 --> 00:02:24.333 hey, turn that into the one, two vector. 00:02:25.520 --> 00:02:26.600 But then you can think about it, 00:02:26.600 --> 00:02:30.940 it's also not just transforming the individual vectors. 00:02:30.940 --> 00:02:35.150 It's also scaling up the area defined by the vectors. 00:02:35.150 --> 00:02:37.610 So the area defined by these two original, 00:02:37.610 --> 00:02:40.650 we could say unit vectors, we can see it's one by one. 00:02:40.650 --> 00:02:42.670 It's that area right over there. 00:02:42.670 --> 00:02:44.580 So this transformation is taking us 00:02:44.580 --> 00:02:47.350 from an area of one to an area, five. 00:02:47.350 --> 00:02:49.840 It's scaling it up by a factor of five. 00:02:49.840 --> 00:02:51.470 Now that's reasonably interesting 00:02:51.470 --> 00:02:54.110 just for this one unit square. 00:02:54.110 --> 00:02:56.120 But because of that it'll actually scale up 00:02:56.120 --> 00:02:58.690 the area of any figure. 00:02:58.690 --> 00:03:00.000 Let's say had a figure like this. 00:03:00.000 --> 00:03:04.480 So this type of oval circle thing, it has some area. 00:03:04.480 --> 00:03:06.515 If you apply this transformation matrix 00:03:06.515 --> 00:03:09.050 it will look something like this. 00:03:09.050 --> 00:03:10.590 I'm just approximating it. 00:03:10.590 --> 00:03:13.160 It would look something like that. 00:03:13.160 --> 00:03:15.720 So this will tell us that this bigger blob 00:03:15.720 --> 00:03:19.030 has five times the area of this original blue blob 00:03:19.030 --> 00:03:21.790 because the bigger blob is the image. 00:03:21.790 --> 00:03:24.470 Once we've transformed the smaller blob 00:03:24.470 --> 00:03:27.700 by this transformation matrix. 00:03:27.700 --> 00:03:28.810 So if I were to tell you 00:03:28.810 --> 00:03:33.413 that the area of this smaller circle is let's say 0.6 00:03:35.700 --> 00:03:37.970 but then we were to apply the transformation. 00:03:37.970 --> 00:03:39.370 And someone were to ask you, 00:03:40.321 --> 00:03:41.154 what is the area of this bigger blob? 00:03:41.154 --> 00:03:43.720 Which is the image of the smaller circle 00:03:43.720 --> 00:03:45.410 after the transformation? 00:03:45.410 --> 00:03:48.770 Well, you take 0.6, multiply it by the absolute value 00:03:48.770 --> 00:03:51.210 of the determinant of the transformation matrix. 00:03:51.210 --> 00:03:52.470 You'd multiply it by five. 00:03:52.470 --> 00:03:57.470 So 0.6 times five would be three square units. 00:03:57.920 --> 00:04:00.060 And a hint at the reason why this works is, 00:04:00.060 --> 00:04:02.000 is that any region on the coordinate plane 00:04:02.000 --> 00:04:05.821 can be represented as a series of squares. 00:04:05.821 --> 00:04:08.210 And then if you apply the transformation 00:04:08.210 --> 00:04:10.060 you're really just transforming each 00:04:10.060 --> 00:04:11.940 of those individual squares. 00:04:11.940 --> 00:04:15.750 So the scaling up of the area would be the same scale you do 00:04:15.750 --> 00:04:18.133 to any one of those smaller squares.
Intro to determinant notation and computation
https://www.youtube.com/watch?v=ZAkmBOCiNqU
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en
WEBVTT Kind: captions Language: en 00:00:00.420 --> 00:00:01.670 - [Instructor] In this video, we're gonna talk 00:00:01.670 --> 00:00:05.800 about something called determinants of matrices. 00:00:05.800 --> 00:00:08.110 So I'll start just telling you the notation 00:00:08.110 --> 00:00:09.400 and how do you compute it. 00:00:09.400 --> 00:00:12.940 And then we'll think about ways that you can interpret it. 00:00:12.940 --> 00:00:17.140 So let's give ourselves a two by two matrix here. 00:00:17.140 --> 00:00:20.060 So, and actually, I'll give it in general terms. 00:00:20.060 --> 00:00:24.430 So let's say that this top-left term here is A, 00:00:24.430 --> 00:00:28.550 and then this one here is B the top-right. 00:00:28.550 --> 00:00:30.830 The bottom-left is C, 00:00:30.830 --> 00:00:34.150 and then let's call this bottom-right D. 00:00:34.150 --> 00:00:36.040 And I'm gonna do that in a different color. 00:00:36.040 --> 00:00:38.010 So this is D right over here. 00:00:38.010 --> 00:00:39.890 the determinant of this matrix. 00:00:39.890 --> 00:00:41.930 And actually, let me just call this matrix. 00:00:41.930 --> 00:00:44.610 Let's say that this is matrix A. 00:00:44.610 --> 00:00:47.510 So there's a bunch of ways to call the determinant, 00:00:47.510 --> 00:00:49.420 or have the notation for the determinant. 00:00:49.420 --> 00:00:50.860 We could write it like this. 00:00:50.860 --> 00:00:51.970 We could have these little, 00:00:51.970 --> 00:00:54.060 it looks like absolute value signs, 00:00:54.060 --> 00:00:55.350 but it really means determinant 00:00:55.350 --> 00:00:57.380 when you apply it to a matrix. 00:00:57.380 --> 00:01:00.700 So the determinant of matrix A. 00:01:00.700 --> 00:01:02.310 You can write it that way. 00:01:02.310 --> 00:01:06.990 You could write it this way, the determinant of matrix A. 00:01:08.320 --> 00:01:09.830 You could write it that way. 00:01:09.830 --> 00:01:11.060 Or you could write it this way, 00:01:11.060 --> 00:01:13.250 where you put these lines that look 00:01:13.250 --> 00:01:15.750 like big absolute value signs instead of the brackets 00:01:15.750 --> 00:01:17.670 when you describe the numbers. 00:01:17.670 --> 00:01:19.280 So you could also write it this way. 00:01:19.280 --> 00:01:20.810 And I haven't explained what determinant is 00:01:20.810 --> 00:01:21.890 or even how to compute it yet. 00:01:21.890 --> 00:01:23.640 I'm just talking about the notation 00:01:23.640 --> 00:01:28.140 of how you even talk about the determinant of a matrix. 00:01:28.140 --> 00:01:29.470 So you can also write it this way, 00:01:29.470 --> 00:01:31.260 just rewrite the whole matrix 00:01:31.260 --> 00:01:34.950 with those vertical bars next to it. 00:01:34.950 --> 00:01:36.890 This is defined as, 00:01:36.890 --> 00:01:39.350 and we'll see how it's useful in the future, 00:01:39.350 --> 00:01:42.330 the top-left time's the bottom-right. 00:01:42.330 --> 00:01:46.240 So A times D minus 00:01:49.050 --> 00:01:51.583 the top-right times the bottom-left. 00:01:52.698 --> 00:01:53.531 BC. 00:01:55.910 --> 00:01:57.370 So another way to think about it, 00:01:57.370 --> 00:02:02.370 it is just these two, the product of these two minus, 00:02:03.210 --> 00:02:05.160 so that's those two right over there, 00:02:05.160 --> 00:02:10.160 minus the product of these two right over here. 00:02:10.300 --> 00:02:13.230 So let's just first, before we start to interpret this, 00:02:13.230 --> 00:02:16.440 get a little practice, just computing a determinant. 00:02:16.440 --> 00:02:18.540 So let me give you a matrix. 00:02:18.540 --> 00:02:21.750 So let's say I have the matrix one, 00:02:21.750 --> 00:02:26.240 negative two, three, and five. 00:02:26.240 --> 00:02:29.200 Pause this video and see if you can compute 00:02:29.200 --> 00:02:30.900 the determinant of this matrix. 00:02:30.900 --> 00:02:33.030 Let's call this matrix B. 00:02:33.030 --> 00:02:36.650 I want you to figure out the determinant of matrix B. 00:02:36.650 --> 00:02:38.350 What is this going to be equal to? 00:02:39.680 --> 00:02:41.520 All right, now let's do this together. 00:02:41.520 --> 00:02:44.950 So you're going to have the product of these two numbers. 00:02:44.950 --> 00:02:48.810 So we have one times five 00:02:48.810 --> 00:02:49.810 minus 00:02:50.680 --> 00:02:54.410 the product of these two numbers, 00:02:54.410 --> 00:02:58.810 which is three times negative two. 00:02:58.810 --> 00:03:01.170 And that of course, is going to be equal 00:03:01.170 --> 00:03:03.620 to one times five is five, 00:03:03.620 --> 00:03:06.510 three times negative two is negative six. 00:03:06.510 --> 00:03:10.350 But we're subtracting a negative six. 00:03:10.350 --> 00:03:15.190 Five minus negative six is the same thing as five plus six 00:03:15.190 --> 00:03:18.680 which is going to be equal to 11. 00:03:18.680 --> 00:03:20.880 Now that we know how to compute a determinant, 00:03:20.880 --> 00:03:21.920 in a future video, 00:03:21.920 --> 00:03:24.120 I will give you an interesting interpretation 00:03:24.120 --> 00:03:25.423 of the determinant.
Empowering Young Women - Susan Wojcicki on Homeroom with Sal
https://www.youtube.com/watch?v=8fnlfi0hCO8
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en
WEBVTT Kind: captions Language: en 00:00:00.330 --> 00:00:02.780 - Hi, everyone. Sal Khan here from Khan Academy. 00:00:02.780 --> 00:00:05.100 Welcome to the Homeroom, 00:00:05.100 --> 00:00:07.170 I guess we say live stream and podcast. 00:00:07.170 --> 00:00:09.740 Although we are pre-recording today's session. 00:00:09.740 --> 00:00:12.280 First of all, Happy International Women's Day. 00:00:12.280 --> 00:00:13.760 And we have a very exciting guest today 00:00:13.760 --> 00:00:17.080 to talk about her life and the internet and YouTube, 00:00:17.080 --> 00:00:20.010 Susan Wojcicki, who is the CEO of YouTube, 00:00:20.010 --> 00:00:22.030 a small website that you might have heard of 00:00:22.030 --> 00:00:23.567 that has to deal with videos. 00:00:23.567 --> 00:00:25.470 But before we jump into that conversation 00:00:25.470 --> 00:00:27.860 where we talk about all of those things 00:00:27.860 --> 00:00:29.230 I will give my standard reminders. 00:00:29.230 --> 00:00:30.910 First of all, a reminder that Khan Academy 00:00:30.910 --> 00:00:32.660 is a not-for-profit organization, 00:00:32.660 --> 00:00:34.970 and we can only exist through philanthropic donations 00:00:34.970 --> 00:00:36.000 from folks like yourself. 00:00:36.000 --> 00:00:37.590 So if you're in a position to do so, 00:00:37.590 --> 00:00:40.740 please go to khanacademy.org/donate. 00:00:40.740 --> 00:00:42.320 I also wanna give a special shout out 00:00:42.320 --> 00:00:45.440 to several organizations that stepped up, 00:00:45.440 --> 00:00:47.160 especially during the pandemic, 00:00:47.160 --> 00:00:49.420 when they realized that Khan Academy's traffic 00:00:49.420 --> 00:00:50.810 was three times normal, 00:00:50.810 --> 00:00:52.220 and we were running at a deficit, 00:00:52.220 --> 00:00:53.960 and we wanted to accelerate a whole bunch of things 00:00:53.960 --> 00:00:55.260 to support more folks. 00:00:55.260 --> 00:00:58.910 So special thanks to Bank of America, AT&T, Google.org, 00:00:58.910 --> 00:01:01.190 Novartis, Fastly and General Motors 00:01:01.190 --> 00:01:03.170 for stepping up and helping us fill that gap. 00:01:03.170 --> 00:01:05.020 But we still need more support, 00:01:05.020 --> 00:01:07.060 especially as we go into 2021. 00:01:07.060 --> 00:01:09.170 So anything you can do is much appreciated. 00:01:09.170 --> 00:01:10.530 And then the last announcement, 00:01:10.530 --> 00:01:13.460 there was a version of this of this live stream 00:01:13.460 --> 00:01:15.100 that you can get in podcast form, 00:01:15.100 --> 00:01:16.660 wherever you get your podcasts. 00:01:16.660 --> 00:01:19.630 Homeroom with Sal the Podcast. 00:01:19.630 --> 00:01:23.710 So with that, I am excited to introduce Susan Wojcicki. 00:01:23.710 --> 00:01:25.830 Susan, good to see you. 00:01:25.830 --> 00:01:27.810 - Thank you for having me, Sal. 00:01:27.810 --> 00:01:28.903 It's good to be here. 00:01:30.120 --> 00:01:31.050 - Great to have you here. 00:01:31.050 --> 00:01:33.900 And you know, we've known each other for a while. 00:01:33.900 --> 00:01:36.700 You know, I've been known to do a few things on YouTube. 00:01:38.420 --> 00:01:40.430 - We've known each other for many, many years. 00:01:40.430 --> 00:01:42.800 I can't even remember when we first met. 00:01:42.800 --> 00:01:44.760 It's been so long. 00:01:44.760 --> 00:01:46.440 - Oh, it's probably on the order of 10 years, 00:01:46.440 --> 00:01:47.790 and I know your mother. 00:01:47.790 --> 00:01:51.260 We don't live too far away from each other. 00:01:51.260 --> 00:01:53.350 Well, there's so much I wanna talk to you about. 00:01:53.350 --> 00:01:56.060 I think most people know about YouTube, 00:01:56.060 --> 00:01:58.640 but I think it's always interesting to hear about 00:01:59.690 --> 00:02:03.040 the organization from the CEO's point of view, 00:02:03.040 --> 00:02:05.520 especially what do you hope it becomes. 00:02:05.520 --> 00:02:08.720 So what's your best sense of the mission of YouTube, 00:02:08.720 --> 00:02:10.880 or what do you think it can become over the next, 00:02:10.880 --> 00:02:12.063 let's say, 10 years? 00:02:12.910 --> 00:02:14.820 - Yeah. Well, so we have a mission. 00:02:14.820 --> 00:02:16.300 So I'll tell you what the mission is, 00:02:16.300 --> 00:02:20.970 which is to give everyone a voice and show them the world. 00:02:20.970 --> 00:02:24.080 And so if you look at the first part, 00:02:24.080 --> 00:02:25.410 to give everyone a voice, 00:02:25.410 --> 00:02:28.290 how do we enable anyone who wants to share something 00:02:28.290 --> 00:02:29.123 with the world, 00:02:29.123 --> 00:02:30.810 how to enable them to do that? 00:02:30.810 --> 00:02:35.360 So, I think YouTube has really made a lot of... 00:02:35.360 --> 00:02:37.270 We've been revolutionary in many ways, right? 00:02:37.270 --> 00:02:40.500 We have millions of channels and creators, 00:02:40.500 --> 00:02:41.930 but we still have a lot of work to do 00:02:41.930 --> 00:02:44.650 to continue to enable people all over the world 00:02:44.650 --> 00:02:46.900 to create video and make it easier, 00:02:46.900 --> 00:02:49.200 and continue to grow that, 00:02:49.200 --> 00:02:50.240 but show them the world. 00:02:50.240 --> 00:02:52.410 I think that's actually where we're really aligned 00:02:52.410 --> 00:02:53.560 in terms of our mission, 00:02:53.560 --> 00:02:56.600 so that people everywhere can come to YouTube 00:02:56.600 --> 00:02:57.910 and learn anything they want, 00:02:57.910 --> 00:03:00.940 or experience any kind of music, entertainment, 00:03:00.940 --> 00:03:02.650 look up any kind of information. 00:03:02.650 --> 00:03:05.810 And so I've also said that YouTube, in some ways, 00:03:05.810 --> 00:03:09.623 is like a public video library, 00:03:10.610 --> 00:03:13.340 and we keep growing and growing 00:03:13.340 --> 00:03:15.080 in terms of offering new topics 00:03:15.080 --> 00:03:17.200 and we have books from like books, 00:03:17.200 --> 00:03:19.970 like videos from new people. 00:03:19.970 --> 00:03:23.320 And our goal is just to continue to be a resource 00:03:23.320 --> 00:03:25.980 for people around the world to learn. 00:03:25.980 --> 00:03:27.610 And I've been really inspired by that. 00:03:27.610 --> 00:03:29.470 I sometimes see in different parts of the world, 00:03:29.470 --> 00:03:30.303 wherever I go, 00:03:30.303 --> 00:03:32.050 people tell me what they learned on YouTube. 00:03:32.050 --> 00:03:34.973 So that's something we wanna continue to grow. 00:03:36.270 --> 00:03:37.730 - I think that's the surprising thing. 00:03:37.730 --> 00:03:38.970 You know, when YouTube was just starting 00:03:38.970 --> 00:03:39.803 to get off the ground 00:03:39.803 --> 00:03:41.710 and people started to associate it with, 00:03:41.710 --> 00:03:43.120 you know, just entertainment, 00:03:43.120 --> 00:03:44.830 but very quickly humanity 00:03:44.830 --> 00:03:47.230 realized that kind of knowledge could be shared. 00:03:47.230 --> 00:03:52.230 And I actually think YouTube will go down in world history 00:03:52.340 --> 00:03:54.240 as a moment in human history, 00:03:54.240 --> 00:03:55.820 where for, you know, 00:03:55.820 --> 00:03:57.610 humans are separate themselves 00:03:57.610 --> 00:03:59.820 from the rest of the animal kingdom by having culture 00:03:59.820 --> 00:04:01.340 and having shared knowledge, 00:04:01.340 --> 00:04:03.080 which for many tens of thousands of years 00:04:03.080 --> 00:04:04.950 happened through an oral tradition, 00:04:04.950 --> 00:04:07.690 then we invented a writing, 00:04:07.690 --> 00:04:09.350 and then that allowed it to persist, 00:04:09.350 --> 00:04:12.720 and not kind of lose information as that information spread, 00:04:12.720 --> 00:04:14.950 but writing loses a little bit of the oral. 00:04:14.950 --> 00:04:17.830 And now with on-demand video and YouTube 00:04:18.790 --> 00:04:20.640 and mass distribution of it, 00:04:20.640 --> 00:04:22.220 you kind of have all of the above, 00:04:22.220 --> 00:04:24.490 that any one person can express their oral 00:04:24.490 --> 00:04:26.970 or their video or the visual tradition and their knowledge, 00:04:26.970 --> 00:04:28.280 and then it's literally available 00:04:28.280 --> 00:04:30.270 to every human being on the planet. 00:04:30.270 --> 00:04:31.750 Do you all ever view yourself that way, 00:04:31.750 --> 00:04:33.360 as like the globe's, 00:04:33.360 --> 00:04:35.080 I guess you did say it's the library, 00:04:35.080 --> 00:04:36.540 it's the brain, 00:04:36.540 --> 00:04:39.793 the knowledge of humanity is literally on YouTube. 00:04:40.970 --> 00:04:42.280 - I definitely see the impact, 00:04:42.280 --> 00:04:44.360 because people everywhere tell me what they learn, 00:04:44.360 --> 00:04:47.200 and especially now, during the pandemic, 00:04:47.200 --> 00:04:48.233 we played a really key role. 00:04:48.233 --> 00:04:50.510 A lot of people had to do things for the first time, 00:04:50.510 --> 00:04:53.340 like fix something in their house, give a haircut, 00:04:53.340 --> 00:04:54.460 learn a new skill. 00:04:54.460 --> 00:04:56.240 And the fact that YouTube could do that 00:04:56.240 --> 00:04:58.500 and could be there in that moment of crisis 00:04:58.500 --> 00:05:00.580 was really, really valuable. 00:05:00.580 --> 00:05:01.727 So I definitely understand that, 00:05:01.727 --> 00:05:03.790 and our goal is to continue to grow that 00:05:03.790 --> 00:05:05.130 and support those use cases, 00:05:05.130 --> 00:05:07.093 so everybody can have that resource. 00:05:08.260 --> 00:05:09.240 - Absolutely, and obviously, 00:05:09.240 --> 00:05:10.800 most people who are watching this, 00:05:10.800 --> 00:05:13.290 many of them who are watching it on YouTube, 00:05:13.290 --> 00:05:16.240 know that, you know, I showed up on people's radar... 00:05:16.240 --> 00:05:17.710 You know, Khan Academy has a lot of things. 00:05:17.710 --> 00:05:19.120 We have videos and exercises, 00:05:19.120 --> 00:05:21.460 but it's the YouTube that really helped people 00:05:21.460 --> 00:05:22.780 know what we're all about, 00:05:22.780 --> 00:05:24.190 and was an easy way to discover. 00:05:24.190 --> 00:05:25.050 You mentioned haircuts. 00:05:25.050 --> 00:05:26.780 My wife watched a couple of YouTube videos, 00:05:26.780 --> 00:05:28.520 and, you know, I think it's... 00:05:28.520 --> 00:05:29.610 You know, my hair has issues, 00:05:29.610 --> 00:05:31.930 but it's one of the better haircuts that I've gotten. 00:05:31.930 --> 00:05:32.840 And I've fixed a toilet. 00:05:32.840 --> 00:05:34.230 I fixed the toilet twice 00:05:34.230 --> 00:05:36.100 over the last nine months 00:05:36.100 --> 00:05:37.490 based on YouTube videos. 00:05:37.490 --> 00:05:39.100 And I think they're working. 00:05:39.100 --> 00:05:41.490 So that's absolutely true. 00:05:41.490 --> 00:05:44.070 You know, on the other side of that though, 00:05:44.070 --> 00:05:45.400 there's a lot of conversation 00:05:45.400 --> 00:05:48.300 about misinformation and the spreading of, you know, 00:05:48.300 --> 00:05:50.520 how people get into their own silos. 00:05:50.520 --> 00:05:52.180 How do y'all think about that on YouTube? 00:05:52.180 --> 00:05:54.350 How do y'all try to make sense of people 00:05:54.350 --> 00:05:56.910 who are spreading misinformation, 00:05:56.910 --> 00:05:59.330 or, you know, people just gravitating to things 00:05:59.330 --> 00:06:01.980 that already confirm whatever biases they might have? 00:06:03.340 --> 00:06:06.120 - So great question and really important question. 00:06:06.120 --> 00:06:08.630 And we've put a huge amount of effort 00:06:08.630 --> 00:06:10.780 to figure out the right solutions for that. 00:06:10.780 --> 00:06:13.360 And so basically we talk about all this work 00:06:13.360 --> 00:06:15.100 around responsibility. 00:06:15.100 --> 00:06:18.790 And so we have what we call the four Rs of responsibility. 00:06:18.790 --> 00:06:22.080 And the first one is about content 00:06:22.080 --> 00:06:23.360 that we would remove 00:06:23.360 --> 00:06:25.950 if it is content that we think could lead 00:06:25.950 --> 00:06:27.120 to real-world harm. 00:06:27.120 --> 00:06:29.700 So like, let's just talk about COVID, 00:06:29.700 --> 00:06:31.760 just to put this in perspective. 00:06:31.760 --> 00:06:35.180 So there were different conspiracies that came out, 00:06:35.180 --> 00:06:39.790 like one of them was that COVID came from 5G cell towers, 00:06:39.790 --> 00:06:44.373 and it goes against all consensus, 00:06:45.620 --> 00:06:46.453 from medical consensus. 00:06:46.453 --> 00:06:48.267 And so that was something where we would say, 00:06:48.267 --> 00:06:49.590 "That's clearly not true." 00:06:49.590 --> 00:06:50.423 We need to remove it, 00:06:50.423 --> 00:06:53.230 because people were destroying cell towers, 00:06:53.230 --> 00:06:55.380 and we also don't want people to go out 00:06:55.380 --> 00:06:56.560 and then do risky behavior. 00:06:56.560 --> 00:06:58.530 So we are able to work with medical professionals 00:06:58.530 --> 00:06:59.480 to find content 00:07:02.768 --> 00:07:04.240 that was clearly violative. 00:07:04.240 --> 00:07:07.610 And again, we work with the medical professionals on that. 00:07:07.610 --> 00:07:09.650 But then we also raised up information, 00:07:09.650 --> 00:07:14.303 so information that we knew that was accurate. 00:07:16.040 --> 00:07:17.300 So like how to wash your hands. 00:07:17.300 --> 00:07:18.450 I never thought we'd serve so many 00:07:18.450 --> 00:07:20.770 how to wash your hand videos. 00:07:20.770 --> 00:07:22.930 We worked with 85 different 00:07:22.930 --> 00:07:24.580 health professional organizations 00:07:24.580 --> 00:07:26.760 from around the world, 00:07:26.760 --> 00:07:30.560 and we made sure that all of that information was delivered. 00:07:30.560 --> 00:07:31.620 So whether you did a search, 00:07:31.620 --> 00:07:32.570 whether you watched the video, 00:07:32.570 --> 00:07:35.560 you could link and you could see authoritative information. 00:07:35.560 --> 00:07:38.230 And then there's some content that's just borderline, 00:07:38.230 --> 00:07:42.550 like it might be something that isn't really a big problem, 00:07:42.550 --> 00:07:43.540 but it's low quality. 00:07:43.540 --> 00:07:44.460 And that's just something 00:07:44.460 --> 00:07:46.890 that we are less likely to recommend to our users, 00:07:46.890 --> 00:07:49.390 because we wanna give them high quality information. 00:07:49.390 --> 00:07:51.210 We don't want them to come and see something 00:07:51.210 --> 00:07:54.020 that says like, "Aliens landed in your backyard." 00:07:54.020 --> 00:07:55.820 That's very unlikely. 00:07:55.820 --> 00:07:58.860 And so, again, we don't want to go too far, 00:07:58.860 --> 00:08:00.870 and say, hey, we're restricting free speech, 00:08:00.870 --> 00:08:03.190 because that's very important too, 00:08:03.190 --> 00:08:07.380 that we can enable a broad set of opinions and perspectives. 00:08:07.380 --> 00:08:12.380 So we also are reducing information that is low quality 00:08:13.560 --> 00:08:16.820 in terms of how we handle that in our recommendations. 00:08:16.820 --> 00:08:18.640 - No, that last point, I always like to clarify, 00:08:18.640 --> 00:08:20.570 whenever people say that, you know, 00:08:20.570 --> 00:08:21.700 this is reducing free speech, 00:08:21.700 --> 00:08:22.900 I was like, "You know, free speech 00:08:22.900 --> 00:08:24.650 is the right to say things that, 00:08:24.650 --> 00:08:27.110 first of all, you know, somehow do not undermine government 00:08:27.110 --> 00:08:28.790 or would hurt people, 00:08:28.790 --> 00:08:29.960 but you have the right to say it, 00:08:29.960 --> 00:08:31.340 but you don't have the right to for it 00:08:31.340 --> 00:08:34.840 to be amplified by other media companies." 00:08:34.840 --> 00:08:36.390 If you go back 100 years ago, 00:08:36.390 --> 00:08:37.810 I could say whatever I want, 00:08:37.810 --> 00:08:40.190 I could complain about government, 00:08:40.190 --> 00:08:41.930 or come up with conspiracy theories, 00:08:41.930 --> 00:08:43.380 but it doesn't mean that the New York Times 00:08:43.380 --> 00:08:45.300 have to publish whatever I had to say. 00:08:45.300 --> 00:08:46.810 And there's an analogy now 00:08:46.810 --> 00:08:48.670 that it does not have to be validated, 00:08:48.670 --> 00:08:51.880 or you don't have the right to be amplified. 00:08:51.880 --> 00:08:54.050 So I think it's an interesting nuance. 00:08:54.050 --> 00:08:56.170 Yes, you can't be arrested for coming up 00:08:56.170 --> 00:08:57.140 with a conspiracy theory, 00:08:57.140 --> 00:08:59.690 but you can't just spread it willy nilly, 00:08:59.690 --> 00:09:01.720 and say, "That's my right. 00:09:01.720 --> 00:09:03.930 You know, I would love to dig a little bit 00:09:03.930 --> 00:09:08.090 into your journey to becoming CEO of YouTube. 00:09:08.090 --> 00:09:10.430 We have a lot of young people who watch this. 00:09:10.430 --> 00:09:12.060 It's International Women's Day. 00:09:12.060 --> 00:09:13.330 I think there's a lot of young women 00:09:13.330 --> 00:09:16.490 who look up to you as a real leader in industry 00:09:16.490 --> 00:09:17.690 across the board. 00:09:17.690 --> 00:09:19.930 When you were young, what were you like, 00:09:19.930 --> 00:09:22.430 and is this what you thought you were going to do? 00:09:23.530 --> 00:09:25.240 - No, I had no idea 00:09:25.240 --> 00:09:26.870 this is what I was gonna do. 00:09:26.870 --> 00:09:29.840 And maybe I'm showing my age by saying this, 00:09:29.840 --> 00:09:32.050 but we didn't have the internet when I was young, 00:09:32.050 --> 00:09:34.930 so I couldn't have even imagined that. 00:09:34.930 --> 00:09:39.620 And I mean, I think as a young kid, 00:09:39.620 --> 00:09:40.743 what was I like? 00:09:41.670 --> 00:09:44.770 First of all, I was really into doing arts and crafts. 00:09:44.770 --> 00:09:46.840 I was really into being creative 00:09:46.840 --> 00:09:47.673 and making things, 00:09:47.673 --> 00:09:51.140 like I would make paper and pot holders. 00:09:51.140 --> 00:09:53.600 My first business was making spice ropes 00:09:53.600 --> 00:09:54.840 and selling them to my neighbor. 00:09:54.840 --> 00:09:57.490 So I just like to make stuff. - What's a spice rope? 00:09:58.740 --> 00:10:03.510 - I would braid yarn and then tie cinnamon sticks to it 00:10:03.510 --> 00:10:07.230 and take colored fabric and put spices in there. 00:10:07.230 --> 00:10:10.040 And I just would make stuff. 00:10:10.040 --> 00:10:15.040 And for me, I had this realization 00:10:16.698 --> 00:10:19.830 that technology was about creation. 00:10:19.830 --> 00:10:23.053 It was about making things and creating things. 00:10:25.120 --> 00:10:26.710 A lot of people didn't seem to see that, 00:10:26.710 --> 00:10:28.370 especially not then, 00:10:28.370 --> 00:10:29.450 but I totally got it. 00:10:29.450 --> 00:10:32.230 I was like, "Wow, I can make all kinds 00:10:32.230 --> 00:10:33.810 of really interesting software, 00:10:33.810 --> 00:10:37.890 and it can be distributed, 00:10:37.890 --> 00:10:40.280 and so, so many people can see it 00:10:40.280 --> 00:10:43.126 and they can use it and I can interact with them. 00:10:43.126 --> 00:10:46.063 And once I got that idea, 00:10:47.130 --> 00:10:49.940 I just said like, "Oh, I have to be in tech. 00:10:49.940 --> 00:10:52.850 This is the best field for me 00:10:52.850 --> 00:10:53.970 based on all my interests 00:10:53.970 --> 00:10:56.270 with the creativity and making things, 00:10:56.270 --> 00:10:58.700 and seeing how I could have an impact that way." 00:10:58.700 --> 00:11:00.640 I didn't know where it was gonna lead, 00:11:00.640 --> 00:11:03.290 but as long as I was making things, I was happy, 00:11:03.290 --> 00:11:06.273 and that's what got me started in tech. 00:11:07.190 --> 00:11:08.170 - No, very similar to me. 00:11:08.170 --> 00:11:09.700 It's all about this notion of creation, 00:11:09.700 --> 00:11:12.990 and that you can create things that have incredible scale, 00:11:12.990 --> 00:11:15.140 incredible impact. 00:11:15.140 --> 00:11:16.990 And once you went into tech, 00:11:16.990 --> 00:11:18.430 what did you think you were gonna actually... 00:11:18.430 --> 00:11:19.550 How did you get started? 00:11:19.550 --> 00:11:23.273 Did you take a traditional software engineering route? 00:11:24.490 --> 00:11:27.877 Connect the dots between this interest in creation 00:11:27.877 --> 00:11:29.163 and where you are now. 00:11:30.230 --> 00:11:32.090 - Well, I took a computer science class 00:11:32.090 --> 00:11:33.320 my senior year in college. 00:11:33.320 --> 00:11:36.120 I took the computer science for computer science majors, 00:11:37.970 --> 00:11:40.650 At the time I thought, "Oh, it's too late. 00:11:40.650 --> 00:11:42.207 Oh, I'm too old." 00:11:43.447 --> 00:11:45.030 Like, I was a humanities major, 00:11:45.030 --> 00:11:47.760 so I was like, "I must be too old to change careers," 00:11:47.760 --> 00:11:48.593 'cause I was-- 00:11:48.593 --> 00:11:49.900 - I find it funny when a 20-year-old 00:11:49.900 --> 00:11:51.587 says they're too old, 21. 00:11:51.587 --> 00:11:52.480 - I thought I was too old, 00:11:52.480 --> 00:11:56.060 as 20 or 21-year-old, to start learning computer science, 00:11:56.060 --> 00:11:57.790 'cause I had friends and they were majors, 00:11:57.790 --> 00:11:59.070 and they had taken it for three years, 00:11:59.070 --> 00:12:01.300 and we were all about to graduate. 00:12:01.300 --> 00:12:05.900 But I realized that I wanted to do something 00:12:05.900 --> 00:12:06.733 in computer science. 00:12:06.733 --> 00:12:10.800 And so that was my first role, 00:12:10.800 --> 00:12:11.840 or that was my first, you know, 00:12:11.840 --> 00:12:13.700 that's when I was academically engaged 00:12:13.700 --> 00:12:14.690 with computer science, 00:12:14.690 --> 00:12:17.880 and then I grew up in the Palo Alto area. 00:12:17.880 --> 00:12:20.130 So I think that probably had something to do with it. 00:12:20.130 --> 00:12:23.100 And I came back after college, 00:12:23.100 --> 00:12:28.100 and I wound up working at this educational software startup. 00:12:28.290 --> 00:12:31.010 So here I am, Sal, 00:12:31.010 --> 00:12:33.403 I don't know, many, many years later, 00:12:34.666 --> 00:12:37.570 working with you around education. 00:12:37.570 --> 00:12:40.300 So I had that interest then. 00:12:40.300 --> 00:12:42.260 I still have that interest now, 00:12:42.260 --> 00:12:44.130 but I was just a project manager 00:12:44.130 --> 00:12:48.550 for making software for kids around education, 00:12:48.550 --> 00:12:50.400 and I loved it. 00:12:50.400 --> 00:12:52.539 It was creation. 00:12:52.539 --> 00:12:54.530 Kids would write about how they use the software, 00:12:54.530 --> 00:12:57.630 how they learn something and the impact it had. 00:12:57.630 --> 00:13:00.000 And so I just said like, "This is what I'm gonna do. 00:13:00.000 --> 00:13:01.807 I'm so committed to this." 00:13:04.222 --> 00:13:06.590 I can keep going. You wanna know more? 00:13:06.590 --> 00:13:09.460 - No, I do. I actually never knew about this chapter. 00:13:09.460 --> 00:13:10.570 I mean, I'm especially curious 00:13:10.570 --> 00:13:13.110 about what do you think it was that you told yourself 00:13:13.110 --> 00:13:14.500 or the skills that you brought 00:13:14.500 --> 00:13:17.280 to the table that allowed you to really thrive 00:13:17.280 --> 00:13:18.330 in this world, 00:13:18.330 --> 00:13:22.010 and obviously, you know, keep rising through the ranks? 00:13:22.010 --> 00:13:24.740 You know, you joined Google at a very early stage, 00:13:24.740 --> 00:13:26.793 and then now as CEO of YouTube, 00:13:27.710 --> 00:13:28.940 you know, I know it's a hard question to answer, 00:13:28.940 --> 00:13:30.140 'cause you're a humble person, 00:13:30.140 --> 00:13:33.370 but be not so humble for a few seconds. 00:13:33.370 --> 00:13:34.330 - Sure. 00:13:34.330 --> 00:13:36.120 If I look back at my career, 00:13:36.120 --> 00:13:39.710 there were a few key things that really helped me. 00:13:39.710 --> 00:13:43.053 One of them was, first of all, 00:13:45.624 --> 00:13:47.100 I was just looking to do something interesting. 00:13:47.100 --> 00:13:47.933 I was just thinking, 00:13:47.933 --> 00:13:51.567 "How can I use my skills to help create something 00:13:51.567 --> 00:13:53.277 that will be used by people, 00:13:53.277 --> 00:13:54.330 and that will be useful 00:13:54.330 --> 00:13:55.790 and make the world a better place? 00:13:55.790 --> 00:13:57.540 And when I joined Google, 00:13:57.540 --> 00:14:00.260 I was in place 16 of Google. 00:14:00.260 --> 00:14:01.640 When I joined Google, 00:14:01.640 --> 00:14:03.350 nobody thought that Google 00:14:03.350 --> 00:14:05.260 was that interesting of a company, 00:14:05.260 --> 00:14:07.970 but I saw that it was enabling people 00:14:07.970 --> 00:14:09.870 to find information in new ways. 00:14:09.870 --> 00:14:13.610 And so being able to just focus on what was important, 00:14:13.610 --> 00:14:15.330 what I saw was adding value, 00:14:15.330 --> 00:14:17.340 whether or not other people agreed or not, 00:14:17.340 --> 00:14:19.970 was part of what helped me. 00:14:19.970 --> 00:14:21.500 I think it was the same thing for YouTube. 00:14:21.500 --> 00:14:23.470 When I first started working on YouTube, 00:14:23.470 --> 00:14:26.230 nobody thought it was that big a deal. 00:14:26.230 --> 00:14:29.710 They thought it was a small little company 00:14:29.710 --> 00:14:31.660 with like a lot of cats on skateboards. 00:14:31.660 --> 00:14:33.070 It wasn't really going anywhere, 00:14:33.070 --> 00:14:35.120 but I saw that people could use it 00:14:35.120 --> 00:14:37.760 for creating and sharing ideas, 00:14:37.760 --> 00:14:38.760 and information, 00:14:38.760 --> 00:14:43.250 and new musicians and artists and creators. 00:14:43.250 --> 00:14:46.930 So seeing ideas early and believing in them 00:14:46.930 --> 00:14:48.670 has definitely helped me. 00:14:48.670 --> 00:14:52.270 But then I would say there's a part two, 00:14:52.270 --> 00:14:56.060 which was maybe less inspiration and more perspiration, 00:14:56.060 --> 00:14:58.350 which is just sticking with it, 00:14:58.350 --> 00:15:01.270 and working hard and not giving up, 00:15:01.270 --> 00:15:03.200 and getting through all the hard times, 00:15:03.200 --> 00:15:06.420 and just sticking with it, 00:15:06.420 --> 00:15:10.120 keep working on it, keep waking up every day, 00:15:10.120 --> 00:15:13.320 thinking about how you can make the company better, 00:15:13.320 --> 00:15:15.160 and add value, 00:15:15.160 --> 00:15:17.790 and get through the tough times. 00:15:17.790 --> 00:15:21.660 So I'd say that those are the two key parts, 00:15:21.660 --> 00:15:23.510 the inspiration and the perspiration. 00:15:24.370 --> 00:15:25.410 - It makes a lot of sense. 00:15:25.410 --> 00:15:26.740 And I have so many questions for you, 00:15:26.740 --> 00:15:28.010 but I know we have a lot of questions 00:15:28.010 --> 00:15:30.890 that have come in appropriately for you on video. 00:15:30.890 --> 00:15:33.110 So the first question we have is from Izzy, 00:15:33.110 --> 00:15:34.813 if we could watch that video. 00:15:34.813 --> 00:15:36.687 - I was wondering what you wanted to do 00:15:36.687 --> 00:15:37.520 when you were my age. 00:15:37.520 --> 00:15:40.193 And did you ever think you'd be the CEO of a huge company? 00:15:43.400 --> 00:15:45.270 - No, I never thought I'd would be the CEO 00:15:45.270 --> 00:15:46.290 of a huge company. 00:15:46.290 --> 00:15:49.680 And when I was your age, 00:15:49.680 --> 00:15:51.950 I probably wanted to... 00:15:51.950 --> 00:15:53.800 I was just interested in a lot of different things. 00:15:53.800 --> 00:15:56.950 I didn't really know what the future held for me, 00:15:56.950 --> 00:15:58.980 but I was interested in arts and crafts. 00:15:58.980 --> 00:16:00.510 I was interested in science. 00:16:00.510 --> 00:16:03.840 I was interested in entrepreneurship. 00:16:03.840 --> 00:16:05.470 I would just start things. 00:16:05.470 --> 00:16:07.430 And like I said, I would make things 00:16:07.430 --> 00:16:09.300 and sell it to my neighbors. 00:16:09.300 --> 00:16:14.050 And all of those turned out in the end to be useful skills. 00:16:14.050 --> 00:16:17.190 So I just encourage all of you to explore the world, 00:16:17.190 --> 00:16:18.860 find what you love, 00:16:18.860 --> 00:16:23.570 find the areas that you wanna keep working on, 00:16:23.570 --> 00:16:26.390 and that ultimately will lead you to somewhere, 00:16:26.390 --> 00:16:28.300 because to choose a career, 00:16:28.300 --> 00:16:29.610 to choose a profession, 00:16:29.610 --> 00:16:32.550 it has to be something that is meaningful for you. 00:16:32.550 --> 00:16:34.770 It'll be much easier and you'll do a better job 00:16:34.770 --> 00:16:35.900 if it's meaningful to you. 00:16:35.900 --> 00:16:39.060 So choose something that you enjoy doing every day, 00:16:39.060 --> 00:16:42.620 and that you see benefits the world, 00:16:42.620 --> 00:16:45.603 and that, ultimately, you derive meaning from. 00:16:47.660 --> 00:16:48.493 - Completely agree. 00:16:48.493 --> 00:16:50.853 And the next question we have is from Lily. 00:16:51.690 --> 00:16:53.090 - For young women who are looking 00:16:53.090 --> 00:16:56.820 into being in management positions or positions of power, 00:16:56.820 --> 00:16:58.090 what advice do you have for them 00:16:58.090 --> 00:17:00.510 in trying to get past those gender stereotypes 00:17:00.510 --> 00:17:01.410 of being too pushy 00:17:01.410 --> 00:17:03.660 or too bossy when try to achieve their goals? 00:17:05.780 --> 00:17:09.740 - So there are definitely a lot of challenges. 00:17:09.740 --> 00:17:13.750 And some of the ways that I have overcome them 00:17:13.750 --> 00:17:16.860 is by, first of all, working really hard, 00:17:16.860 --> 00:17:19.060 which I'm sure all of you do. 00:17:19.060 --> 00:17:24.060 And also I'd say, with some of the stereotypes, 00:17:24.090 --> 00:17:27.340 or people maybe who are maybe not as supportive, 00:17:27.340 --> 00:17:30.040 I've tried to ignore the people 00:17:30.040 --> 00:17:31.410 who might be less supportive 00:17:31.410 --> 00:17:33.660 and make friends with the people who are. 00:17:33.660 --> 00:17:35.360 And so I've found it really valuable 00:17:35.360 --> 00:17:36.770 over the course of my career 00:17:36.770 --> 00:17:38.850 to figure out who my allies are, 00:17:38.850 --> 00:17:40.160 to work closely with them, 00:17:40.160 --> 00:17:42.343 develop close relationships with them, 00:17:43.890 --> 00:17:47.380 and just continue doing the work that you're doing. 00:17:47.380 --> 00:17:50.090 And I do think we're at a time 00:17:50.090 --> 00:17:53.180 where companies are working really hard 00:17:53.180 --> 00:17:55.530 to have diverse workforces, 00:17:55.530 --> 00:17:57.340 because we recognize that diversity 00:17:57.340 --> 00:17:58.710 makes a stronger company, 00:17:58.710 --> 00:18:00.440 it makes a better product, 00:18:00.440 --> 00:18:03.920 and I encourage all of you to pursue your passions, 00:18:03.920 --> 00:18:05.960 and just to continue to work hard, 00:18:05.960 --> 00:18:09.200 and don't give up and find your allies. 00:18:09.200 --> 00:18:12.773 And if you find someone who's not supportive, 00:18:15.616 --> 00:18:17.290 just do your best to, you know, 00:18:17.290 --> 00:18:19.110 keep working through that. 00:18:19.110 --> 00:18:23.290 And certainly, while there are different stereotypes, 00:18:23.290 --> 00:18:24.830 the stereotypes are always changing, 00:18:24.830 --> 00:18:28.280 and I really hope by the time that a lot of you grow up, 00:18:28.280 --> 00:18:30.170 that some of the stereotypes you mentioned 00:18:30.170 --> 00:18:32.973 are not anything that you have to face in the future. 00:18:34.200 --> 00:18:35.400 - And just following up on that, 00:18:35.400 --> 00:18:38.280 you know, for those who don't know, Susan, 00:18:38.280 --> 00:18:40.910 you and your siblings and your mother are kind of famous. 00:18:40.910 --> 00:18:42.750 You know, as sisters, 00:18:42.750 --> 00:18:45.670 all of you have been wildly successful. 00:18:45.670 --> 00:18:47.060 You know, you have a sister who's a physician, 00:18:47.060 --> 00:18:50.500 you have a sister who is a CEO of 23andMe. 00:18:50.500 --> 00:18:54.878 Your mother is world famous as an educator, 00:18:54.878 --> 00:18:57.930 a journalism teacher, et cetera, et cetera. 00:18:57.930 --> 00:19:00.410 Is there something that your mother gave you 00:19:00.410 --> 00:19:02.660 or you had between your yourselves as sisters 00:19:02.660 --> 00:19:03.830 that you could share, 00:19:03.830 --> 00:19:06.320 with kind of sisters around the world, 00:19:06.320 --> 00:19:07.470 that really helped you? 00:19:08.460 --> 00:19:11.900 - I wish I could say it was just one thing, 00:19:11.900 --> 00:19:16.900 but I do think the one thing my mom gave to all of us 00:19:17.250 --> 00:19:22.233 was certainly the focus on persistence, 00:19:23.550 --> 00:19:27.220 believing in yourself and not getting embarrassed. 00:19:27.220 --> 00:19:31.120 So my mom was always the first person 00:19:31.120 --> 00:19:34.840 to ask a hard question in an audience. 00:19:34.840 --> 00:19:39.840 Like, she used to always be the one who would say... 00:19:40.420 --> 00:19:42.110 She felt like if she had been wrong, 00:19:42.110 --> 00:19:43.920 she needed to speak up about it. 00:19:43.920 --> 00:19:46.340 And sometimes as a kid, that was really embarrassing, 00:19:46.340 --> 00:19:47.630 but I learned over time, 00:19:47.630 --> 00:19:49.140 it's really important to use your voice. 00:19:49.140 --> 00:19:51.580 It's really important to say what you believe 00:19:51.580 --> 00:19:54.160 and to speak up for yourself. 00:19:54.160 --> 00:19:57.800 And I do think that those skills have helped all of us, 00:19:57.800 --> 00:19:59.070 because if you believe in yourself, 00:19:59.070 --> 00:20:00.200 you speak up for yourself, 00:20:00.200 --> 00:20:01.290 but you're working hard 00:20:01.290 --> 00:20:03.520 and doing a great job of what you're doing, 00:20:03.520 --> 00:20:05.600 you're gonna find a way to be successful. 00:20:05.600 --> 00:20:08.350 And I think that we learned a lot of skills 00:20:08.350 --> 00:20:10.450 from my mom and my dad, 00:20:10.450 --> 00:20:11.400 who's the professor, 00:20:11.400 --> 00:20:15.053 and who was consistently hardworking, 00:20:18.191 --> 00:20:21.820 and we learned that those are all things that it takes. 00:20:21.820 --> 00:20:24.750 And if you keep it up and work hard, 00:20:24.750 --> 00:20:29.750 you'll end up with something that is compelling for you. 00:20:31.310 --> 00:20:35.293 - Yeah, well, we have another question here from Imari. 00:20:35.293 --> 00:20:37.660 - What are some activities or actions 00:20:37.660 --> 00:20:40.300 that you recommend for young women entering college 00:20:40.300 --> 00:20:42.280 to prepare them for career success? 00:20:45.280 --> 00:20:47.080 - So for career success, 00:20:47.080 --> 00:20:48.590 for people who are entering college 00:20:48.590 --> 00:20:50.120 or entering the workforce, 00:20:50.120 --> 00:20:52.770 I would really encourage you to think about 00:20:52.770 --> 00:20:53.980 what is meaningful for you, 00:20:53.980 --> 00:20:58.240 because it's very hard to do a job that you don't like. 00:20:58.240 --> 00:21:02.300 You have to find something that really speaks to you. 00:21:02.300 --> 00:21:04.550 And I see that among my own kids, 00:21:04.550 --> 00:21:06.550 and all the kids that I work with, 00:21:06.550 --> 00:21:08.630 that people come from very different places. 00:21:08.630 --> 00:21:11.610 And there are very different passions that people have. 00:21:11.610 --> 00:21:15.360 And so to the extent that you can look inside yourself, 00:21:15.360 --> 00:21:17.810 and think about what would be really meaningful for you, 00:21:17.810 --> 00:21:20.640 and find a way to explore that, 00:21:20.640 --> 00:21:24.700 and that if your work speaks to you in a deep way, 00:21:24.700 --> 00:21:26.940 and you take meaning from it, 00:21:26.940 --> 00:21:29.410 it will help you get through the hard times. 00:21:29.410 --> 00:21:33.480 It will help you stick with it and make a difference. 00:21:33.480 --> 00:21:36.060 So I encourage you just to really think about 00:21:36.060 --> 00:21:37.010 what your passions are, 00:21:37.010 --> 00:21:39.570 and you have to be practical too, realistically, 00:21:39.570 --> 00:21:42.370 I think that's something I learned from my mom also, 00:21:42.370 --> 00:21:44.140 like, I would have probably said, oh. 00:21:44.140 --> 00:21:45.140 If you had asked me as a kid, 00:21:45.140 --> 00:21:47.540 I've always said, "Oh, I just want to be like an artist, 00:21:47.540 --> 00:21:49.300 and draw pictures, 00:21:49.300 --> 00:21:50.850 and, you know, make candles," 00:21:50.850 --> 00:21:53.560 and as compelling as all of that is, 00:21:53.560 --> 00:21:54.617 she also encouraged me like, 00:21:54.617 --> 00:21:56.030 "Yes, you need to be able to make a living. 00:21:56.030 --> 00:21:57.170 You have to be able to do something 00:21:57.170 --> 00:21:58.190 where you can support yourself." 00:21:58.190 --> 00:22:02.590 So marrying the two of what your passion is, 00:22:02.590 --> 00:22:04.530 but where there's market and demand 00:22:04.530 --> 00:22:06.580 for the things that you're interested in, 00:22:07.630 --> 00:22:11.100 those are good places for you to look at future careers. 00:22:11.100 --> 00:22:12.490 And also encourage people to look at things 00:22:12.490 --> 00:22:13.323 that are growing. 00:22:13.323 --> 00:22:15.630 Like, in many ways, I benefited from being in tech, 00:22:15.630 --> 00:22:16.930 which was a growing industry, 00:22:16.930 --> 00:22:18.590 so there were always new jobs. 00:22:18.590 --> 00:22:20.740 There was always something new to explore. 00:22:20.740 --> 00:22:22.900 And so to the extent that you can choose an area 00:22:22.900 --> 00:22:23.860 that is expanding, 00:22:23.860 --> 00:22:25.588 that's the whole area is growing, 00:22:25.588 --> 00:22:26.640 it's gonna be easier to get more jobs. 00:22:26.640 --> 00:22:28.410 It's going to be easier to get promoted. 00:22:28.410 --> 00:22:30.680 So that's another thing to consider 00:22:30.680 --> 00:22:33.270 as you factor your future career in 00:22:33.270 --> 00:22:35.393 and what areas you're gonna go into. 00:22:37.000 --> 00:22:37.880 - No, I love that advice. 00:22:37.880 --> 00:22:39.430 I always tell folks, 00:22:39.430 --> 00:22:40.690 actually, on one part of your brain, 00:22:40.690 --> 00:22:42.000 you should be hyper pragmatic. 00:22:42.000 --> 00:22:43.420 look at the industries that are growing, 00:22:43.420 --> 00:22:44.810 that compensate well, 00:22:44.810 --> 00:22:46.110 and that, you know, are bearable, 00:22:46.110 --> 00:22:48.160 you can enjoy working in that, 00:22:48.160 --> 00:22:49.200 but as you do that, 00:22:49.200 --> 00:22:51.780 carve out some space to also be hyper idealistic 00:22:51.780 --> 00:22:52.990 and have your passions. 00:22:52.990 --> 00:22:54.240 And we're in a unique time. 00:22:54.240 --> 00:22:55.600 I mean, YouTube shows us this, 00:22:55.600 --> 00:22:57.880 my narrative shows this, your narrative shows this, 00:22:57.880 --> 00:23:00.430 that those things will intersect in surprising ways. 00:23:00.430 --> 00:23:02.190 There's ways to publish your passions. 00:23:02.190 --> 00:23:03.310 There's other people in the world 00:23:03.310 --> 00:23:04.700 that will also have those passions, 00:23:04.700 --> 00:23:07.490 and it can turn into a career in and of itself. 00:23:07.490 --> 00:23:09.963 There's another question here from Ruby. 00:23:11.110 --> 00:23:12.610 - You must have faced a lot of obstacles 00:23:12.610 --> 00:23:13.780 getting to where you are today, 00:23:13.780 --> 00:23:15.900 and I'm wondering if you ever felt like giving up. 00:23:15.900 --> 00:23:18.743 If so, how were you able to overcome that? Thank you. 00:23:20.290 --> 00:23:22.070 - [Sal] Oh, great question. 00:23:22.070 --> 00:23:23.150 - Yeah, great question. 00:23:23.150 --> 00:23:24.830 I definitely have had hard days, 00:23:24.830 --> 00:23:27.480 and there've been moments where I have felt like giving up, 00:23:27.480 --> 00:23:31.703 but I've often realized that if I give up, 00:23:33.940 --> 00:23:37.300 well, then I don't get to keep doing what I love doing. 00:23:37.300 --> 00:23:39.610 And if I give up, 00:23:39.610 --> 00:23:42.560 because someone was difficult, 00:23:42.560 --> 00:23:45.000 well, then they win and they get what they want, 00:23:45.000 --> 00:23:48.900 and I don't get to continue to make my points of view heard. 00:23:48.900 --> 00:23:52.320 So I usually, 00:23:52.320 --> 00:23:54.030 when I have a bad day, 00:23:54.030 --> 00:23:56.710 I just call it a night and I go to bed early, 00:23:56.710 --> 00:23:58.160 and I wake up, 00:23:58.160 --> 00:24:02.810 and most days, like, I feel ready to do it again, 00:24:02.810 --> 00:24:05.660 and ready to revisit the situation. 00:24:05.660 --> 00:24:09.600 And I find a way to smooth over whatever was really hard. 00:24:09.600 --> 00:24:14.600 And I encourage you just to find something you love 00:24:14.610 --> 00:24:15.593 and stick with it. 00:24:17.480 --> 00:24:18.860 - Yeah, and I always remind folks, 00:24:18.860 --> 00:24:19.970 you know, there's no movie 00:24:19.970 --> 00:24:22.730 where the protagonist does not have to deal with adversity. 00:24:22.730 --> 00:24:24.360 So whenever those adverse moments happen, 00:24:24.360 --> 00:24:26.100 say, "Well, this is just part of my movie." 00:24:26.100 --> 00:24:27.870 And the movie would not be interesting 00:24:27.870 --> 00:24:28.970 without these moments. 00:24:28.970 --> 00:24:30.290 And you're absolutely right. 00:24:30.290 --> 00:24:33.000 The things that you think are existential crises, 00:24:33.000 --> 00:24:34.600 you know, within reason, 00:24:34.600 --> 00:24:35.507 a week later, you're like, 00:24:35.507 --> 00:24:37.060 "I just have to power through it." 00:24:37.060 --> 00:24:39.710 There's ways that it can sometimes get better, 00:24:39.710 --> 00:24:42.430 and you just have to sometimes realize that it, 00:24:42.430 --> 00:24:44.880 you know, staying in the game is half the battle. 00:24:45.900 --> 00:24:48.030 - Yeah, and I've had many times things 00:24:48.030 --> 00:24:49.080 didn't go the way I wanted, 00:24:49.080 --> 00:24:51.480 and many times things failed, 00:24:51.480 --> 00:24:53.730 and many times I made mistakes, 00:24:53.730 --> 00:24:54.960 and then I had to come back, 00:24:54.960 --> 00:24:57.323 and say, "Oh, I learned from that." 00:25:01.070 --> 00:25:02.090 That's how life is, 00:25:02.090 --> 00:25:06.160 and what makes you stronger is overcoming that, 00:25:06.160 --> 00:25:08.000 and internalizing that, 00:25:08.000 --> 00:25:10.810 and saying, "Well, what did I learn from that? 00:25:10.810 --> 00:25:13.610 And how can I change how my life is going forward?" 00:25:13.610 --> 00:25:16.960 And if you are continuously learning, 00:25:16.960 --> 00:25:20.250 if you are having as many experiences, 00:25:20.250 --> 00:25:22.220 and then benefiting from them, 00:25:22.220 --> 00:25:24.730 and figuring out how you can do everything better, 00:25:24.730 --> 00:25:27.790 then that all adds up. 00:25:27.790 --> 00:25:30.600 And there are a lot of times where we're at work 00:25:30.600 --> 00:25:32.110 and people come to me with different ideas, 00:25:32.110 --> 00:25:33.160 and be like, 00:25:33.160 --> 00:25:36.100 I'll say, "I know about doing that, 00:25:36.100 --> 00:25:38.030 'cause I did it and it didn't work." 00:25:38.030 --> 00:25:39.220 I can tell you why, 00:25:39.220 --> 00:25:41.380 'cause there are a lot of things I've done 00:25:41.380 --> 00:25:42.430 that have not worked. 00:25:43.960 --> 00:25:45.800 But I learned from it and I'm not doing them again. 00:25:45.800 --> 00:25:47.340 And I'm actually telling other people too, 00:25:47.340 --> 00:25:49.010 like, don't do that. 00:25:49.010 --> 00:25:50.440 Sometimes I'll even say, "Hey, you know what? 00:25:50.440 --> 00:25:51.670 You can try it, the world's different, 00:25:51.670 --> 00:25:53.550 like, maybe things have changed." 00:25:53.550 --> 00:25:58.500 And so I'm also open to how something could be different now 00:25:58.500 --> 00:25:59.530 than it was in the past. 00:25:59.530 --> 00:26:00.363 But I tell them, like, 00:26:00.363 --> 00:26:01.800 "This is why it didn't work for me, 00:26:01.800 --> 00:26:03.990 you should take that into consideration 00:26:03.990 --> 00:26:05.740 as you consider your future plans." 00:26:07.113 --> 00:26:07.946 - You know, related to that, 00:26:07.946 --> 00:26:09.260 when people look at you, when I look at you, 00:26:09.260 --> 00:26:10.860 you're like, oh, Susan Wojcicki, 00:26:10.860 --> 00:26:12.510 you know, titan of tech, 00:26:12.510 --> 00:26:13.680 has it all figured out, 00:26:13.680 --> 00:26:14.623 she's made it. 00:26:16.451 --> 00:26:19.600 What are the things that you feel 00:26:19.600 --> 00:26:21.860 that you feel sometimes unsure about 00:26:21.860 --> 00:26:22.743 or that you stress about? 00:26:22.743 --> 00:26:24.030 Because I think that's something that, 00:26:24.030 --> 00:26:24.870 you know, it's very easy... 00:26:24.870 --> 00:26:26.954 We all know the things we stress about, 00:26:26.954 --> 00:26:28.390 but when we look at the Susan Wojcickis of the world, 00:26:28.390 --> 00:26:30.010 like they have it figured out. 00:26:30.010 --> 00:26:33.133 So, you know, show us that you're like the rest of us. 00:26:34.310 --> 00:26:36.130 - Well, there are definitely... 00:26:36.130 --> 00:26:39.070 A lot of times I'm doing things I've never done before, 00:26:39.070 --> 00:26:40.870 just because tech is in a new place 00:26:40.870 --> 00:26:42.430 that it's never been before, 00:26:42.430 --> 00:26:45.020 and we're having to figure out a lot 00:26:45.020 --> 00:26:48.090 of challenging situations based on the size 00:26:48.090 --> 00:26:50.930 or where we are and how we can do better. 00:26:50.930 --> 00:26:55.730 And I mean, there's so many different examples. 00:26:55.730 --> 00:26:59.060 And I mean, maybe I can just think of like all the times 00:26:59.060 --> 00:27:01.943 that my kids have told me how we've screwed up. 00:27:04.066 --> 00:27:06.583 And, I actually just think that, 00:27:07.910 --> 00:27:09.353 when you screw up, 00:27:11.510 --> 00:27:13.070 you should just say that, 00:27:13.070 --> 00:27:14.530 and just be honest about it. 00:27:14.530 --> 00:27:18.180 And so, you know, 00:27:18.180 --> 00:27:21.780 I look at like our Rewind video that we did two years ago. 00:27:21.780 --> 00:27:24.913 It was the most disliked video on the internet. 00:27:26.944 --> 00:27:28.310 - What was that? 00:27:28.310 --> 00:27:30.700 Maybe I was in under a rock someplace, 00:27:30.700 --> 00:27:32.040 but the most disliked... 00:27:32.040 --> 00:27:33.459 What is this video? - You were under a rock. 00:27:33.459 --> 00:27:34.420 Every kid on this video, 00:27:34.420 --> 00:27:35.600 they know what I'm talking about. 00:27:35.600 --> 00:27:37.490 They know about this video, 00:27:37.490 --> 00:27:40.280 that other videos on YouTube had taken years 00:27:40.280 --> 00:27:42.430 to have this many dislikes. 00:27:42.430 --> 00:27:45.220 And then our video, in a matter of weeks, 00:27:45.220 --> 00:27:48.020 sorry, in matter of a week, of days, 00:27:48.020 --> 00:27:50.080 it became the most disliked video on the internet. 00:27:50.080 --> 00:27:54.240 And so I just was like, "Yeah, the video was cringey. 00:27:54.240 --> 00:27:56.040 My kids were like, "It was cringey." 00:27:57.047 --> 00:27:58.740 I was like, "Okay, it was a cringey video. 00:27:58.740 --> 00:27:59.573 So what? 00:27:59.573 --> 00:28:00.840 We made the worst video, 00:28:00.840 --> 00:28:02.950 like the most disliked video, fine. 00:28:02.950 --> 00:28:06.477 Like, we'll make something different next year." 00:28:06.477 --> 00:28:09.270 And so sometimes you just got to go with, yeah, 00:28:09.270 --> 00:28:10.240 we made a mistake. 00:28:10.240 --> 00:28:11.190 Things didn't go well. 00:28:11.190 --> 00:28:12.140 So I can tell you, like, 00:28:12.140 --> 00:28:14.300 at that moment, it was not... 00:28:15.340 --> 00:28:19.600 people at YouTube were not feeling good that the video 00:28:19.600 --> 00:28:22.943 was becoming the most disliked video on the internet. 00:28:24.160 --> 00:28:25.330 But you learn from it. 00:28:25.330 --> 00:28:29.670 And, I think having some humor about it too sometimes, 00:28:29.670 --> 00:28:31.690 is, you know, when you can, 00:28:31.690 --> 00:28:33.850 when it's something like that, 00:28:33.850 --> 00:28:36.487 where you can just say, 00:28:36.487 --> 00:28:38.977 "Let's just laugh and move on." 00:28:40.410 --> 00:28:41.243 - No, and I have to say, 00:28:41.243 --> 00:28:44.610 it takes an incredible security to bring up, you know, 00:28:44.610 --> 00:28:45.620 if you asked me to bring it, 00:28:45.620 --> 00:28:46.453 and I have them, 00:28:46.453 --> 00:28:49.423 my major failures over the last year, three years, 10 years, 00:28:50.520 --> 00:28:51.437 there's a part of my brain says, 00:28:51.437 --> 00:28:52.280 "Sal, don't bring it up. 00:28:52.280 --> 00:28:53.190 Then people are gonna know, 00:28:53.190 --> 00:28:55.210 you know, all your weaknesses." 00:28:55.210 --> 00:28:57.390 It takes a lot to bring that up, 00:28:57.390 --> 00:28:58.820 but really appreciate that. 00:28:58.820 --> 00:29:00.773 We have another question from Imani. 00:29:01.810 --> 00:29:02.790 - I was just curious, 00:29:02.790 --> 00:29:04.940 what strong women have inspired 00:29:04.940 --> 00:29:08.110 or influenced you to become the powerful leader 00:29:08.110 --> 00:29:09.123 that you are today? 00:29:11.930 --> 00:29:14.060 - Who has inspired me? 00:29:14.060 --> 00:29:16.440 Well, many people along the way. 00:29:16.440 --> 00:29:19.860 My mom definitely inspired me. 00:29:19.860 --> 00:29:21.490 And as a kid, 00:29:21.490 --> 00:29:25.180 I was always really impressed with Marie Curie. 00:29:25.180 --> 00:29:28.210 And she was my icon as a kid. 00:29:28.210 --> 00:29:31.940 She is someone who holds two Nobel Prizes. 00:29:31.940 --> 00:29:33.970 And I don't think there are a lot of other people 00:29:33.970 --> 00:29:36.230 who have achieved that in different fields. 00:29:36.230 --> 00:29:38.530 And her daughter also has a Nobel Prize, 00:29:38.530 --> 00:29:40.210 which I always thought was really impressive. 00:29:40.210 --> 00:29:43.733 So she was one of my icons. 00:29:45.400 --> 00:29:47.370 But I would also say that a lot of the people 00:29:47.370 --> 00:29:48.920 who mentored me 00:29:48.920 --> 00:29:52.053 and helped me get to where I am, 00:29:53.330 --> 00:29:54.310 they were not always women. 00:29:54.310 --> 00:29:55.680 In fact, most of the time they were men, 00:29:55.680 --> 00:29:57.260 because most of the people 00:29:57.260 --> 00:30:02.260 in positions above me at Google, 00:30:02.270 --> 00:30:03.900 in tech, were men. 00:30:03.900 --> 00:30:08.900 And there were a lot of super supportive mentors that I had. 00:30:08.960 --> 00:30:11.670 And I always remind people, like, 00:30:11.670 --> 00:30:14.220 whether they're a mentee or a mentor, 00:30:14.220 --> 00:30:16.380 that anyone, 00:30:16.380 --> 00:30:17.940 like, anyone regardless of their backgrounds, 00:30:17.940 --> 00:30:18.900 you can mentor someone. 00:30:18.900 --> 00:30:20.500 They don't have to look like you or be like, 00:30:20.500 --> 00:30:24.430 you can just find someone who is talented 00:30:24.430 --> 00:30:25.800 that you wanna mentor, 00:30:25.800 --> 00:30:28.490 and, again, your mentors 00:30:28.490 --> 00:30:31.990 can be different from the backgrounds you came from, 00:30:31.990 --> 00:30:34.120 and they can be really helpful to you. 00:30:34.120 --> 00:30:35.940 So I'm very thankful 00:30:35.940 --> 00:30:38.360 for all the people who mentored me along the way, 00:30:38.360 --> 00:30:41.780 even though they came from different backgrounds than I did, 00:30:41.780 --> 00:30:42.613 and they definitely helped me, 00:30:42.613 --> 00:30:44.310 and I definitely learned from them. 00:30:45.910 --> 00:30:47.220 - Absolutely. 00:30:47.220 --> 00:30:49.010 And you know, I know we're running low. 00:30:49.010 --> 00:30:50.153 I could talk to you for hours. 00:30:50.153 --> 00:30:51.210 There's so many questions I have 00:30:51.210 --> 00:30:53.000 about your life, about YouTube. 00:30:53.000 --> 00:30:54.920 I know we touched on the subject of learning. 00:30:54.920 --> 00:30:57.000 Obviously Khan Academy is very focused on learning, 00:30:57.000 --> 00:30:59.590 and YouTube has been a big part of that journey, 00:30:59.590 --> 00:31:01.470 when I was making content for my cousins, 00:31:01.470 --> 00:31:02.720 and still do. 00:31:02.720 --> 00:31:05.360 I made three videos that I uploaded onto YouTube yesterday, 00:31:05.360 --> 00:31:07.100 so I'm still very active there. 00:31:07.100 --> 00:31:10.080 What's your dream, 00:31:10.080 --> 00:31:13.090 if you fast forward five, 10 20 years, 00:31:13.090 --> 00:31:14.980 for, you know, 00:31:14.980 --> 00:31:16.910 I don't know if you think in terms of legacy, 00:31:16.910 --> 00:31:18.160 but, you know, the impact 00:31:18.160 --> 00:31:19.960 that you wanna have through YouTube? 00:31:21.780 --> 00:31:24.300 - So we definitely think about YouTube 00:31:24.300 --> 00:31:26.570 and how we can continue to grow it. 00:31:26.570 --> 00:31:30.250 And I'm always just amazed of all the new topics 00:31:30.250 --> 00:31:33.770 and new ways that we can enable voices 00:31:33.770 --> 00:31:36.110 around the world to come and to share their story. 00:31:36.110 --> 00:31:38.040 And so part of our goal 00:31:38.040 --> 00:31:40.750 is to enable the next generation of storytellers 00:31:40.750 --> 00:31:45.240 and to help them be able to do that and to make a business. 00:31:45.240 --> 00:31:47.330 And the flip side of that 00:31:47.330 --> 00:31:50.690 is that we can have incredibly compelling content 00:31:50.690 --> 00:31:54.160 for people around the world, on any topic. 00:31:54.160 --> 00:31:57.490 And so if you look at YouTube, 00:31:57.490 --> 00:31:59.820 I see that we bring many value. 00:31:59.820 --> 00:32:01.330 And of course, like, you know, 00:32:01.330 --> 00:32:06.330 enabling all the fun videos and music videos, 00:32:06.590 --> 00:32:10.220 but we're also dealing with a lot of really important topics 00:32:10.220 --> 00:32:12.383 that just were not talked about before, 00:32:13.300 --> 00:32:16.580 whether that involves mental health issues, 00:32:16.580 --> 00:32:19.450 or hearing from people of different backgrounds 00:32:19.450 --> 00:32:23.210 that never were represented on media traditionally, 00:32:23.210 --> 00:32:24.930 like, those are really compelling 00:32:24.930 --> 00:32:26.663 and important points of view. 00:32:27.629 --> 00:32:28.600 - You know, one last question, 00:32:28.600 --> 00:32:30.530 it feels like there's two competing winds. 00:32:30.530 --> 00:32:35.300 There is one wind where there's more tools and resources, 00:32:35.300 --> 00:32:37.170 YouTube, Khan Academy, you know, 00:32:37.170 --> 00:32:39.210 all the other things that Google provides, 00:32:39.210 --> 00:32:41.730 that are enabling the individual to publish, 00:32:41.730 --> 00:32:42.760 to express themselves, 00:32:42.760 --> 00:32:45.200 to discover points of view, to learn. 00:32:45.200 --> 00:32:46.840 It really does feel like we're an inflection point, 00:32:46.840 --> 00:32:50.000 a renaissance, so to speak, in human society. 00:32:50.000 --> 00:32:51.600 On the other side, 00:32:51.600 --> 00:32:54.000 there are reasons why people can get cynical. 00:32:54.000 --> 00:32:55.760 It feels like we are more polarized 00:32:55.760 --> 00:32:57.550 as a country or as a world. 00:32:57.550 --> 00:33:00.550 It feels like, you know, inequity is growing. 00:33:00.550 --> 00:33:03.180 It feels like people aren't listening to each other anymore. 00:33:03.180 --> 00:33:05.370 You know, the climate's in trouble. 00:33:05.370 --> 00:33:07.670 If there's a young person watching... 00:33:07.670 --> 00:33:09.370 And there's a pandemic, 00:33:09.370 --> 00:33:12.300 and people are feeling isolated and lonely. 00:33:12.300 --> 00:33:14.820 What message can you give to someone 00:33:14.820 --> 00:33:18.230 who's kind of trying to navigate these two currents? 00:33:18.230 --> 00:33:21.320 - YouTube does enable people 00:33:21.320 --> 00:33:23.190 to connect with each other as humans. 00:33:23.190 --> 00:33:24.670 And there's something very human 00:33:24.670 --> 00:33:27.960 about the fact that people are, a lot of times, 00:33:27.960 --> 00:33:30.680 going to YouTube and talking about how they feel, 00:33:30.680 --> 00:33:33.880 what their deepest challenges were, 00:33:33.880 --> 00:33:35.690 about diseases they have, 00:33:35.690 --> 00:33:38.070 and there's something really cathartic 00:33:38.070 --> 00:33:40.730 about people going and sharing the challenges 00:33:40.730 --> 00:33:41.563 that they have. 00:33:41.563 --> 00:33:44.970 And we've seen other people really be able to relate 00:33:44.970 --> 00:33:45.980 and benefit from that. 00:33:45.980 --> 00:33:48.460 So I do see a human connection 00:33:48.460 --> 00:33:50.290 that's incredibly powerful on YouTube 00:33:50.290 --> 00:33:52.890 for us to understand each other more as humans. 00:33:52.890 --> 00:33:57.390 And I've also seen that there's an incredible amount 00:33:57.390 --> 00:33:58.430 of good that comes, 00:33:58.430 --> 00:34:03.430 whether it's something like the 20 million trees 00:34:05.830 --> 00:34:10.560 that are being planted and organized on YouTube, 00:34:10.560 --> 00:34:14.470 or fundraisers to support people during hard times. 00:34:14.470 --> 00:34:18.150 And so I do see that YouTube 00:34:18.150 --> 00:34:21.490 can be used for all of kinds of good outcomes. 00:34:21.490 --> 00:34:24.670 And I encourage you to use 00:34:24.670 --> 00:34:27.040 like YouTube and all social platforms, 00:34:27.040 --> 00:34:28.670 if there's a cause you believe in, 00:34:28.670 --> 00:34:30.080 you can make a difference, 00:34:30.080 --> 00:34:31.300 you can make a video, 00:34:31.300 --> 00:34:33.050 you can organize groups, 00:34:33.050 --> 00:34:35.800 and I encourage you to speak your voice, 00:34:35.800 --> 00:34:39.560 and now's the best time ever to be able to do that. 00:34:39.560 --> 00:34:42.870 So I encourage you to do what's important 00:34:42.870 --> 00:34:44.613 for you and to speak up. 00:34:46.329 --> 00:34:49.420 - No, thank you so much for that. I'm inspired. 00:34:49.420 --> 00:34:51.728 I'm gonna go use social media 00:34:51.728 --> 00:34:53.850 to try to change the world. 00:34:53.850 --> 00:34:55.060 Well, Susan, thank you so much. 00:34:55.060 --> 00:34:56.530 I know you're incredibly busy. 00:34:56.530 --> 00:34:58.540 And thank you for making the time out for all of us, 00:34:58.540 --> 00:34:59.830 and all of the students who are watching, 00:34:59.830 --> 00:35:01.300 and their questions. 00:35:01.300 --> 00:35:05.980 And, you know, I'm excited to be part of your journey, 00:35:05.980 --> 00:35:09.250 which you are empowering Khan Academy on so many levels, 00:35:09.250 --> 00:35:12.410 and see where we can take the world. 00:35:12.410 --> 00:35:13.640 - Well, thank you. 00:35:13.640 --> 00:35:16.630 And I'm glad we have been part of your journey too. 00:35:16.630 --> 00:35:18.170 - Well, thanks everyone for joining. 00:35:18.170 --> 00:35:19.370 As you could tell, 00:35:19.370 --> 00:35:20.900 you know, these conversations, 00:35:20.900 --> 00:35:22.430 when you have a guest like Susan, 00:35:22.430 --> 00:35:23.770 I could talk for hours, 00:35:23.770 --> 00:35:25.280 so much to learn from, 00:35:25.280 --> 00:35:27.130 and I find her to be incredibly inspiring. 00:35:27.130 --> 00:35:29.300 And you know, I've known Susan and her family 00:35:29.300 --> 00:35:31.460 for many years now. 00:35:31.460 --> 00:35:34.230 And you know, every time I chat, 00:35:34.230 --> 00:35:35.550 I never cease to be impressed 00:35:35.550 --> 00:35:37.610 by what, actually, her and her sisters 00:35:37.610 --> 00:35:40.750 and her mother are accomplishing on a regular basis. 00:35:40.750 --> 00:35:42.543 So I thank you all for joining. 00:35:43.593 --> 00:35:44.980 We're actually going to have... 00:35:44.980 --> 00:35:46.540 Our next show is March 10th. 00:35:46.540 --> 00:35:48.050 The guest is Mark Sternberg. 00:35:48.050 --> 00:35:49.510 It'll actually be hosted 00:35:49.510 --> 00:35:54.510 by Khan Academy's Chief Learning Officer, Kristen DiCerbo. 00:35:54.530 --> 00:35:55.810 And they're going to be talking... 00:35:55.810 --> 00:35:59.230 This is Mark Sternberg from the Walton Family Foundation, 00:35:59.230 --> 00:36:00.840 and we'll talk about philanthropy 00:36:00.840 --> 00:36:02.870 and learning and impact on education. 00:36:02.870 --> 00:36:06.070 So I look forward to seeing all of y'all there. 00:36:06.070 --> 00:36:08.053 Have a good weekend. 00:36:09.157 --> 00:36:11.740 (bright music)
Composite functions to model extraterrestrial skydiving
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WEBVTT Kind: captions Language: en 00:00:00.140 --> 00:00:02.240 - [Instructor] We're told that Flox is a skydiver 00:00:02.240 --> 00:00:04.450 on the planet Lernon. 00:00:04.450 --> 00:00:09.170 The function. A of w is equal to 0.2 times W squared, 00:00:09.170 --> 00:00:12.270 gives the area, A, in square meters 00:00:12.270 --> 00:00:17.270 under Flox's parachute when it has a width of W meters. 00:00:17.570 --> 00:00:18.890 That makes sense. 00:00:18.890 --> 00:00:21.460 The function V of A is equal to the square root 00:00:21.460 --> 00:00:26.440 of 980 over A gives Flox's maximum speed 00:00:26.440 --> 00:00:29.700 in meters per second when she skydives 00:00:29.700 --> 00:00:34.300 with an area of A square meters under her parachute. 00:00:34.300 --> 00:00:35.340 All right. 00:00:35.340 --> 00:00:38.940 Write an expression to model Flox's terminal velocity 00:00:38.940 --> 00:00:42.950 when her parachute is W meters wide, 00:00:42.950 --> 00:00:45.790 and then they want us to evaluate the terminal velocity 00:00:45.790 --> 00:00:47.670 when her parachute is 14 meters wide. 00:00:47.670 --> 00:00:49.890 Well, let's just focus on the first part first. 00:00:49.890 --> 00:00:52.624 Pause the video and see if you can have a go at that. 00:00:52.624 --> 00:00:53.530 All right. 00:00:53.530 --> 00:00:55.490 Now let's just think about what they're asking us. 00:00:55.490 --> 00:00:59.030 They want us to model terminal velocity 00:00:59.030 --> 00:01:02.700 when her parachute is W meters wide. 00:01:02.700 --> 00:01:04.890 So really what they want us to do 00:01:04.890 --> 00:01:07.810 is come up with a terminal velocity. 00:01:07.810 --> 00:01:12.770 Let's call that V, that is a function of W, 00:01:12.770 --> 00:01:16.760 that is a function of the width of her parachute. 00:01:16.760 --> 00:01:20.190 Well, we have a function here that gives terminal velocity 00:01:20.190 --> 00:01:23.430 as a function of the area of her parachute, 00:01:23.430 --> 00:01:25.740 but lucky for us, we have another function 00:01:25.740 --> 00:01:30.160 that gives us area as a function of width. 00:01:30.160 --> 00:01:32.450 And so we could say this is going to be the same thing 00:01:32.450 --> 00:01:36.070 as V of this function, right over here. 00:01:36.070 --> 00:01:40.960 I'll do it in another color, A of w. 00:01:40.960 --> 00:01:44.200 And so that is going to be equal to, 00:01:44.200 --> 00:01:46.510 let me keep the colors consistent. 00:01:46.510 --> 00:01:49.870 Well, everywhere, where I see an A in this expression, 00:01:49.870 --> 00:01:54.260 I would replace it with A of W, which is 0.2 W squared. 00:01:54.260 --> 00:01:56.330 So it's going to be equal to the square root 00:01:56.330 --> 00:02:01.330 of 980 over instead of A, I am going to write, 00:02:01.990 --> 00:02:05.880 instead of this, I am going to write 0.2 W squared, 00:02:05.880 --> 00:02:09.140 because that is A as a function of W. 00:02:09.140 --> 00:02:13.310 0.2 W squared. 00:02:13.310 --> 00:02:16.270 So this right over here, this is an expression 00:02:16.270 --> 00:02:19.920 that models Flox's terminal velocity, V, 00:02:19.920 --> 00:02:24.010 as a function of the width of her parachute. 00:02:24.010 --> 00:02:27.060 So that's what we have right over there. 00:02:27.060 --> 00:02:28.380 And then the next part, they say, 00:02:28.380 --> 00:02:30.480 what is Flox's terminal velocity when her parachute 00:02:30.480 --> 00:02:32.670 is 14 meters wide? 00:02:32.670 --> 00:02:35.500 Well, then we just have to say, okay, W is 14. 00:02:35.500 --> 00:02:37.410 Let's just evaluate this expression. 00:02:37.410 --> 00:02:40.733 So we'll get the square root of 980 00:02:43.480 --> 00:02:48.480 over 0.2 times 14 squared. 00:02:49.350 --> 00:02:52.720 Well, 14 squared is 196 00:02:54.810 --> 00:02:57.800 and this would be equal to the square root 00:02:57.800 --> 00:03:00.799 of, see, 980 divided by 196, 00:03:00.799 --> 00:03:04.340 I believe is exactly five. 00:03:04.340 --> 00:03:06.603 So this would be five divided by 0.2. 00:03:07.510 --> 00:03:10.420 And so, five divided by essentially one fifth 00:03:10.420 --> 00:03:11.850 is the same thing as five times five. 00:03:11.850 --> 00:03:14.580 So this would be the square root of 25, 00:03:14.580 --> 00:03:16.700 which is equal to five. 00:03:16.700 --> 00:03:19.310 And the terminal velocity, since we gave 00:03:19.310 --> 00:03:22.450 the width in meters, this is going to give us 00:03:22.450 --> 00:03:24.210 the maximum speed in meters per second. 00:03:24.210 --> 00:03:27.683 So five meters per second, and we're done.
Reading inverse values from a graph
https://www.youtube.com/watch?v=nEWYKpTCX-U
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https://www.youtube.com/api/timedtext?v=nEWYKpTCX-U&ei=6VWUZbjDIPS2mLAP_LOFqAk&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=42F21B55025630045FC861231821EB5261B19843.AD925BE27D1F0BEDCB792853FC55299D546F60C6&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.450 --> 00:00:01.960 - [Instructor] We're told the following graph shows 00:00:01.960 --> 00:00:04.400 y is equal to f of x, all right. 00:00:04.400 --> 00:00:05.767 And then the first question they say is, 00:00:05.767 --> 00:00:09.450 "What appears to be the value of f inverse of two?" 00:00:09.450 --> 00:00:12.100 Pause the video and see if you can have a go at that. 00:00:12.970 --> 00:00:14.760 All right, now let's work through this together. 00:00:14.760 --> 00:00:15.670 So it's important to realize 00:00:15.670 --> 00:00:18.390 they're not asking us what f of two is. 00:00:18.390 --> 00:00:20.700 They're asking us f inverse of two. 00:00:20.700 --> 00:00:23.880 f of two we would say, "Okay, when x is equal to two 00:00:23.880 --> 00:00:25.460 that's the input into our function." 00:00:25.460 --> 00:00:28.260 And then the graph tells us that f of two 00:00:28.260 --> 00:00:31.280 it looks like it might be a little bit more than 2.5. 00:00:31.280 --> 00:00:33.320 Maybe it's approximately 2.6. 00:00:34.250 --> 00:00:35.430 But that's not what they're asking us. 00:00:35.430 --> 00:00:38.970 They're asking us f inverse of two. 00:00:38.970 --> 00:00:41.730 And just as a reminder of what an inverse function is, 00:00:41.730 --> 00:00:43.940 if we have some input, x, 00:00:43.940 --> 00:00:46.040 and we input into our function, f, 00:00:46.040 --> 00:00:49.420 that is going to output f of x. 00:00:49.420 --> 00:00:51.580 Now, if we were to input f of x 00:00:51.580 --> 00:00:56.270 into the inverse function for f, then the output here, 00:00:56.270 --> 00:00:59.940 which is going to be f inverse of f of x 00:00:59.940 --> 00:01:02.660 is going to get us back to this original x, 00:01:02.660 --> 00:01:04.970 is going to be equal to x. 00:01:04.970 --> 00:01:07.690 So we are really, in this scenario, 00:01:07.690 --> 00:01:12.690 dealing with this part of this chain of inputs and outputs. 00:01:12.930 --> 00:01:16.700 We're saying we want to figure out what f inverse of two is. 00:01:16.700 --> 00:01:19.570 So this part, right over here is going to be equal to two. 00:01:19.570 --> 00:01:23.230 So we're saying when f of x is equal to two, 00:01:23.230 --> 00:01:25.800 what is the corresponding x? 00:01:25.800 --> 00:01:30.350 So when f of x is equal to two, what is the corresponding X? 00:01:30.350 --> 00:01:31.650 We get four. 00:01:31.650 --> 00:01:32.640 So let's write that down. 00:01:32.640 --> 00:01:36.230 f inverse of two is equal to four. 00:01:36.230 --> 00:01:37.740 So when x is equal to four, 00:01:37.740 --> 00:01:40.240 you input that f of four is equal to two 00:01:40.240 --> 00:01:44.190 or f inverse of two is equal to four. 00:01:44.190 --> 00:01:45.217 Now the next part they say, 00:01:45.217 --> 00:01:49.440 "Sketch the graph of y is equal to f inverse of x." 00:01:49.440 --> 00:01:50.870 So an important thing to realize 00:01:50.870 --> 00:01:55.180 is if we're saying that b is equal to f of a 00:01:55.180 --> 00:02:00.180 which implies that the point a,b is on the graph of f, 00:02:00.510 --> 00:02:02.380 then we're dealing with f inverse. 00:02:02.380 --> 00:02:06.680 We would know that a would be equal to f inverse of b. 00:02:06.680 --> 00:02:08.660 You can think about swapping these two, 00:02:08.660 --> 00:02:10.090 the a and the b's here, 00:02:10.090 --> 00:02:14.740 which means that b,a would be on f inverse. 00:02:14.740 --> 00:02:17.646 So any coordinate point that's on our original graph f, 00:02:17.646 --> 00:02:19.670 if you swap the x and the y, 00:02:19.670 --> 00:02:22.020 that's going to be on our f inverse. 00:02:22.020 --> 00:02:23.930 So let's just pick some points. 00:02:23.930 --> 00:02:25.500 And once again, they're just saying sketch, 00:02:25.500 --> 00:02:27.300 so it doesn't have to be perfect. 00:02:27.300 --> 00:02:29.610 So if we look at this point right over here, 00:02:29.610 --> 00:02:34.537 that looks like the point -10, maybe it looks like 3.4. 00:02:36.330 --> 00:02:38.630 Well, then that means if we swap that x and y 00:02:38.630 --> 00:02:40.640 it'll be on the graph of f inverse. 00:02:40.640 --> 00:02:45.640 So if we go to 3.4, and then -10, 00:02:45.970 --> 00:02:47.830 so it gets us right about there, 00:02:47.830 --> 00:02:51.090 that would be on the graph of f inverse. 00:02:51.090 --> 00:02:53.927 Now, if we went to, let's say 00:02:53.927 --> 00:02:57.060 let's say this point right over here. 00:02:57.060 --> 00:03:01.470 This is the point -2,3. 00:03:01.470 --> 00:03:04.610 So if -2,3 is on the graph of f, 00:03:04.610 --> 00:03:08.150 then 3,-2 would be on the inverse. 00:03:08.150 --> 00:03:13.150 So 3,-2 would be on the inverse right over there. 00:03:14.210 --> 00:03:16.160 Let's pick a few more points. 00:03:16.160 --> 00:03:19.290 So we have this point right over here, 4,2 00:03:19.290 --> 00:03:21.100 which would be on the graph of f, 00:03:21.100 --> 00:03:23.770 which means that 2,4 is on the inverse. 00:03:23.770 --> 00:03:28.020 So 2,4, which would be right over there. 00:03:28.020 --> 00:03:29.520 And then if we look at this point over here 00:03:29.520 --> 00:03:32.700 which looks like roughly nine, 00:03:32.700 --> 00:03:35.620 let's just call it 9,-10 00:03:35.620 --> 00:03:37.530 maybe it's 9.1,-10. 00:03:37.530 --> 00:03:40.080 If that's on the graph of f, 00:03:40.080 --> 00:03:45.080 then if we swap that -10, maybe 9.1 00:03:45.590 --> 00:03:49.970 would be on the inverse -10,9.1, right over there. 00:03:49.970 --> 00:03:52.170 And so then we could connect the dots 00:03:52.170 --> 00:03:55.330 to try to sketch out what the inverse function 00:03:55.330 --> 00:03:58.350 is going to look like, the graph of the inverse function. 00:03:58.350 --> 00:04:03.350 So it's going to look something like that. 00:04:04.580 --> 00:04:06.470 And you might notice, it looks like 00:04:06.470 --> 00:04:10.150 it's a reflection about the line y=x. 00:04:10.150 --> 00:04:12.540 It looks like it's a reflection about that line, 00:04:12.540 --> 00:04:13.753 which is exactly right.
Using matrices to manipulate data: Game show
https://www.youtube.com/watch?v=NKG6DifB3OA
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https://www.youtube.com/api/timedtext?v=NKG6DifB3OA&ei=6VWUZeuIIPGIp-oPr5uf0AI&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=789EB427A3D4A6940F9F64333CE979C2AEA12454.9638CE426348B552ADB4CDA704D1CB5DC714DB64&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.320 --> 00:00:01.410 - [Instructor] We're told, in the beginning 00:00:01.410 --> 00:00:03.520 of each episode of a certain game show, 00:00:03.520 --> 00:00:07.120 each contestant picks a certain door out of three doors. 00:00:07.120 --> 00:00:09.070 Then the game show host randomly picks 00:00:09.070 --> 00:00:11.450 one of the two prize bundles. 00:00:11.450 --> 00:00:14.900 After each round, each contestant receives a prize 00:00:14.900 --> 00:00:16.570 based on the door they picked 00:00:16.570 --> 00:00:18.910 and the bundle the host picked. 00:00:18.910 --> 00:00:21.590 Matrix A represents the possible prizes 00:00:21.590 --> 00:00:22.740 for the first round. 00:00:22.740 --> 00:00:24.460 All right, so for example, 00:00:24.460 --> 00:00:26.690 if the contestant picks door three 00:00:26.690 --> 00:00:30.900 and the host picks bundle one, the prize is $300, 00:00:30.900 --> 00:00:32.870 but if the contestant picks door three 00:00:32.870 --> 00:00:34.960 and the host picks bundle two, 00:00:34.960 --> 00:00:37.870 the prize would be $0, all right. 00:00:37.870 --> 00:00:40.550 And then they say matrix B represents the possible prizes 00:00:40.550 --> 00:00:41.700 for the second round. 00:00:41.700 --> 00:00:43.340 All right, that's fair. 00:00:43.340 --> 00:00:46.100 They also tell us the second round can also 00:00:46.100 --> 00:00:47.970 be a lightning round. 00:00:47.970 --> 00:00:52.420 In this case, the prizes are doubled. 00:00:52.420 --> 00:00:55.330 Matrix C represents the possible prizes 00:00:55.330 --> 00:00:57.540 during a lightning round. 00:00:57.540 --> 00:01:00.110 Complete matrix C. 00:01:00.110 --> 00:01:02.560 So pause this video and see if you can figure that out 00:01:02.560 --> 00:01:05.190 and then we'll work through this together. 00:01:05.190 --> 00:01:08.860 All right, so matrix C is a scenario where we're dealing 00:01:08.860 --> 00:01:10.090 with a lightning round, 00:01:10.090 --> 00:01:13.130 and remember in a lightning round, the prizes are doubled 00:01:13.130 --> 00:01:14.060 but it's the second round. 00:01:14.060 --> 00:01:16.800 It's doubled relative to what it would have been 00:01:16.800 --> 00:01:18.320 in the second round. 00:01:18.320 --> 00:01:22.330 So what it would have been in the second round is matrix B. 00:01:22.330 --> 00:01:23.840 So another way to think about it is, 00:01:23.840 --> 00:01:28.840 matrix C is going to be equal to two times matrix B. 00:01:30.700 --> 00:01:33.404 And we know when we multiply a matrix 00:01:33.404 --> 00:01:36.100 times a scalar like this, times just a number, 00:01:36.100 --> 00:01:39.180 we just multiply each of these entries by that number. 00:01:39.180 --> 00:01:40.600 So let's do that. 00:01:40.600 --> 00:01:43.950 If we take $600 and multiply that by two, 00:01:43.950 --> 00:01:46.600 that is going to be $1,200. 00:01:46.600 --> 00:01:47.433 And that makes sense. 00:01:47.433 --> 00:01:50.150 We just said for each corresponding scenario 00:01:50.150 --> 00:01:52.700 the prizes are doubled in a lightning round. 00:01:52.700 --> 00:01:54.720 So if the contestant picks door one, 00:01:54.720 --> 00:01:56.970 host picks bundle one, instead of $600 00:01:56.970 --> 00:01:59.210 it's going to be $1,200. 00:01:59.210 --> 00:02:04.210 Keep going, instead of $200, it's going to be $400. 00:02:04.340 --> 00:02:08.800 All I'm doing here is I'm multiplying each of these entries 00:02:08.800 --> 00:02:12.950 by two to get the corresponding entry in matrix C. 00:02:12.950 --> 00:02:15.950 Keep going, instead of $300 here, 00:02:15.950 --> 00:02:19.280 multiply that by two, you're going to get $600. 00:02:19.280 --> 00:02:24.130 Instead of $300 here, you're going to get $600. 00:02:25.380 --> 00:02:26.890 We're almost there. 00:02:26.890 --> 00:02:28.110 Instead of $0 here, 00:02:28.110 --> 00:02:31.920 well, zero times two is still $0. 00:02:31.920 --> 00:02:33.860 And then last but not least, 00:02:33.860 --> 00:02:35.810 instead of $400 right over here, 00:02:35.810 --> 00:02:39.600 that times two is going to be $800. 00:02:39.600 --> 00:02:41.050 Now there's one more question 00:02:41.050 --> 00:02:43.160 that they have below the screen right over here. 00:02:43.160 --> 00:02:45.110 Let me scroll up a little bit. 00:02:45.110 --> 00:02:48.850 So they tell us matrix D is defined as follows: 00:02:48.850 --> 00:02:51.650 D is equal to A plus B. 00:02:51.650 --> 00:02:54.810 What does matrix D represent? 00:02:54.810 --> 00:02:57.460 So pause the video and think about that for a second. 00:02:58.330 --> 00:03:00.320 Well, if we add two matrices, 00:03:00.320 --> 00:03:03.050 we're going to add all the corresponding entries. 00:03:03.050 --> 00:03:07.880 And so what it tells you is what is the combined prize 00:03:07.880 --> 00:03:10.430 for both rounds one and two 00:03:10.430 --> 00:03:15.240 based on what the contestant picks and what the host picks. 00:03:15.240 --> 00:03:18.690 So matrix D, that top left entry will tell you, 00:03:18.690 --> 00:03:21.670 okay, in total, if the contestant picked door number one 00:03:21.670 --> 00:03:24.000 and the host pick bundle number one, what would you get? 00:03:24.000 --> 00:03:26.600 Cause it would be $100 dollars plus $600. 00:03:26.600 --> 00:03:29.580 So it would be total for rounds one and two, 00:03:29.580 --> 00:03:31.410 assuming we don't have the lightning round 00:03:31.410 --> 00:03:33.313 like we had in matrix C.
Using matrices to manipulate data: Pet store
https://www.youtube.com/watch?v=g-ljbR62EAQ
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en
WEBVTT Kind: captions Language: en 00:00:00.880 --> 00:00:02.210 - [Instructor] We're told a certain pet store chain 00:00:02.210 --> 00:00:03.970 has three types of dog food 00:00:03.970 --> 00:00:08.430 and each comes in bags of two different sizes. 00:00:08.430 --> 00:00:13.170 Matrix A represents the store's inventory at location A, 00:00:13.170 --> 00:00:18.170 where rows are food types and columns are bag sizes. 00:00:18.780 --> 00:00:19.990 So let's see, it's store A. 00:00:19.990 --> 00:00:21.810 That's what matrix A is telling us. 00:00:21.810 --> 00:00:26.510 They're telling us we have three different types of food, 00:00:26.510 --> 00:00:28.110 three different types of dog food, 00:00:28.110 --> 00:00:30.620 and then they each come in two different sizes. 00:00:30.620 --> 00:00:34.430 So for example, type 1 dog food in size 1, 00:00:34.430 --> 00:00:39.060 they have five bags of that while type 2 dog food 00:00:39.060 --> 00:00:41.080 in size 2, they have nine bags of that. 00:00:41.080 --> 00:00:42.620 All right. That's fair enough. 00:00:42.620 --> 00:00:46.390 Matrix B represents the store's inventory at location B. 00:00:46.390 --> 00:00:48.860 All right, same thing for store B. 00:00:48.860 --> 00:00:52.900 Matrix C represents how many more, or less, 00:00:52.900 --> 00:00:55.570 bags of each type and size there are 00:00:55.570 --> 00:01:00.570 in location A relative to location B. 00:01:00.690 --> 00:01:03.690 Complete matrix C. 00:01:03.690 --> 00:01:06.200 So pause this video and see if you can have a go at that. 00:01:06.200 --> 00:01:11.083 So we need to fill in the entries here of matrix C. 00:01:13.490 --> 00:01:15.040 All right, now let's do this together. 00:01:15.040 --> 00:01:17.000 So let me just review what it just told us. 00:01:17.000 --> 00:01:22.000 Matrix C represents how many more bags of each type and size 00:01:22.530 --> 00:01:27.530 there are in location A relative to location B. 00:01:27.750 --> 00:01:30.950 So for example, this first entry right over here, 00:01:30.950 --> 00:01:35.950 we wanna know how many more bags of type 1, size 1 00:01:36.100 --> 00:01:40.520 there are in location A than there are in location B? 00:01:40.520 --> 00:01:43.830 Well, I would take the number that there are in location A 00:01:43.830 --> 00:01:46.060 and then from that subtract how many 00:01:46.060 --> 00:01:47.180 there are in location B. 00:01:47.180 --> 00:01:50.170 That would tell me how many more I have in location A. 00:01:50.170 --> 00:01:55.170 So if I take five minus eight, what am I going to get? 00:01:56.210 --> 00:02:00.760 Well, I'm going to get negative three right over here, 00:02:00.760 --> 00:02:03.250 and you might already be recognizing what's happening. 00:02:03.250 --> 00:02:05.200 For every corresponding entry, 00:02:05.200 --> 00:02:07.240 I'm gonna subtract the entry from matrix B 00:02:07.240 --> 00:02:09.530 from the entry in matrix A, 00:02:09.530 --> 00:02:11.290 or another way to think about it is, 00:02:11.290 --> 00:02:16.290 if I take matrix A and I subtract matrix B, 00:02:16.390 --> 00:02:18.600 I am going to get matrix C. 00:02:18.600 --> 00:02:21.610 I'm just gonna subtract all of the corresponding entries. 00:02:21.610 --> 00:02:26.230 So if I do seven minus six, and that is going to be one, 00:02:26.230 --> 00:02:27.380 I'm just gonna color code this. 00:02:27.380 --> 00:02:32.380 If I do three minus 10, that's going to be negative seven. 00:02:32.950 --> 00:02:36.020 If I do, I'm running out of colors. 00:02:36.020 --> 00:02:39.100 If I do nine minus 12, 00:02:39.100 --> 00:02:44.100 that is also going to be negative three. 00:02:44.320 --> 00:02:48.090 And then if I do this brown color, 00:02:48.090 --> 00:02:52.650 10 minus five, that is going to be positive five. 00:02:52.650 --> 00:02:57.650 And then if I do 15 minus nine, that is positive six. 00:02:58.640 --> 00:03:02.470 So we can see that, for example, type 1, size 2, 00:03:02.470 --> 00:03:06.050 we have one more in store A than we have in store B. 00:03:06.050 --> 00:03:10.150 But if we think about type 2, size 1, 00:03:10.150 --> 00:03:14.510 it shows us that store A has actually seven fewer 00:03:14.510 --> 00:03:17.430 of that than store B does. 00:03:17.430 --> 00:03:21.830 Now we have one last question here that is below the screen, 00:03:21.830 --> 00:03:24.180 but let me scroll down here. 00:03:24.180 --> 00:03:27.730 So they tell us that matrix D is defined as follows, 00:03:27.730 --> 00:03:29.740 or is defines as follows. (chuckles) 00:03:29.740 --> 00:03:31.150 Make a little grammatical. 00:03:31.150 --> 00:03:36.140 Is defined as follows: D is equal to A plus B. 00:03:36.140 --> 00:03:38.260 What does matrix D represent? 00:03:38.260 --> 00:03:40.780 So they're not asking us to calculate A plus B. 00:03:40.780 --> 00:03:42.430 Not asking us to add the matrices, 00:03:42.430 --> 00:03:43.263 but you know how to do it. 00:03:43.263 --> 00:03:44.850 You would add the corresponding entries. 00:03:44.850 --> 00:03:47.403 But what does D represent? 00:03:48.850 --> 00:03:50.940 Well, if you add the corresponding entries, 00:03:50.940 --> 00:03:53.180 remember, this is the inventory of store A, 00:03:53.180 --> 00:03:55.350 this is the inventory of store B. 00:03:55.350 --> 00:03:56.510 So if you were to add them, 00:03:56.510 --> 00:03:59.730 the matrix D would tell you the combined inventories 00:03:59.730 --> 00:04:04.443 of A and B, for each of the types and sizes.
Magnetism and Magnetic Fields
https://www.youtube.com/watch?v=HFhTV4vzqOI
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WEBVTT Kind: captions Language: en 00:00:00.450 --> 00:00:02.330 - [Instructor] Let's talk a little bit about magnets 00:00:02.330 --> 00:00:05.480 and magnetic fields and right over here we have a picture 00:00:05.480 --> 00:00:08.420 of what today we would call a magnet 00:00:08.420 --> 00:00:11.540 where we have these metal nails all being attracted 00:00:11.540 --> 00:00:14.100 to the stone and the stone, 00:00:14.100 --> 00:00:17.340 the modern name for it is magnetite, 00:00:17.340 --> 00:00:19.280 and human beings have known 00:00:19.280 --> 00:00:22.530 about magnetite for thousands of years 00:00:22.530 --> 00:00:25.750 in fact the name comes from Ancient Greece, 00:00:25.750 --> 00:00:27.480 there was the Magnetes people 00:00:27.480 --> 00:00:30.520 who settled actually areas that are often talked 00:00:30.520 --> 00:00:32.910 about in the origin of the name magnet, 00:00:32.910 --> 00:00:35.940 which are now referred to as Magnesia, 00:00:35.940 --> 00:00:38.270 and depending on the historical count you see 00:00:38.270 --> 00:00:40.720 it was one of those Magnesia's 00:00:40.720 --> 00:00:43.860 where the Ancient Greeks were able to find a lot 00:00:43.860 --> 00:00:45.420 of what we would call magnetite, 00:00:45.420 --> 00:00:48.650 and actually the element magnesium which is not related 00:00:48.650 --> 00:00:51.030 to magnetite was also found in that area, 00:00:51.030 --> 00:00:53.140 which is where it got its name. 00:00:53.140 --> 00:00:55.820 But it wasn't just some interesting thing 00:00:55.820 --> 00:00:57.230 that would attract metal, 00:00:57.230 --> 00:00:59.790 and then they also obviously observed other properties 00:00:59.790 --> 00:01:04.410 that if you had two pieces of magnetized magnetite 00:01:04.410 --> 00:01:08.270 it actually turns out that not all magnetite is magnetized, 00:01:08.270 --> 00:01:10.840 something interesting has to happen to it we believe 00:01:10.840 --> 00:01:12.120 it's actually lightning strikes 00:01:12.120 --> 00:01:14.330 that magnetizes it naturally, 00:01:14.330 --> 00:01:16.300 that the orientation matters, 00:01:16.300 --> 00:01:19.410 if you're in one orientation they might attract each other. 00:01:19.410 --> 00:01:21.450 And then if you're in another orientation if you were 00:01:21.450 --> 00:01:23.930 to spin this one around 00:01:23.930 --> 00:01:26.980 they might actually repel each other. 00:01:26.980 --> 00:01:29.250 And this notion of the orientation 00:01:29.250 --> 00:01:32.410 that there might be some polarity made it more than just 00:01:32.410 --> 00:01:34.710 an interesting thing to observe, 00:01:34.710 --> 00:01:37.410 an Ancient Han China roughly 2000 years ago 00:01:37.410 --> 00:01:40.280 they invented the first compass, where they realized 00:01:40.280 --> 00:01:44.740 that if you took some magnetized magnetite 00:01:44.740 --> 00:01:47.690 which the historical name for it a lodestone, 00:01:47.690 --> 00:01:49.420 and you allow it to freely move 00:01:49.420 --> 00:01:52.230 and you could do that by either hanging it from a string 00:01:52.230 --> 00:01:55.290 or have it float on some still water say in bucket, 00:01:55.290 --> 00:01:58.150 that it will consistently orient itself, 00:01:58.150 --> 00:02:00.370 so that it points in the same direction. 00:02:00.370 --> 00:02:02.950 And so you can use that for things like navigation 00:02:02.950 --> 00:02:06.460 which the Chinese did roughly a 1000 years ago, 00:02:06.460 --> 00:02:09.850 and that helped us realize that the Earth itself is acting 00:02:09.850 --> 00:02:11.410 as a magnet, 00:02:11.410 --> 00:02:15.790 and just like a small magnet has different sides to it, 00:02:15.790 --> 00:02:18.050 the Earth does too and that's where the convention 00:02:18.050 --> 00:02:22.220 for a North and South Pole of a magnet came from. 00:02:22.220 --> 00:02:24.010 But there's probably a question in your mind 00:02:24.010 --> 00:02:26.420 from the first time that you noticed a magnet. 00:02:26.420 --> 00:02:29.220 If you have some piece of metal out here, 00:02:29.220 --> 00:02:31.230 that's not touching the magnet 00:02:31.230 --> 00:02:33.020 and in a future video we can even talk 00:02:33.020 --> 00:02:35.950 what touching even means at a microphone scopic level, 00:02:35.950 --> 00:02:38.840 but if you have a nail out here that's not touching it, 00:02:38.840 --> 00:02:40.530 but there's some force that's acting 00:02:40.530 --> 00:02:42.840 at a distance on that nail, 00:02:42.840 --> 00:02:46.210 how does that nail know to be pulled towards that magnet? 00:02:46.210 --> 00:02:48.330 It doesn't have eyes, it doesn't have ears, 00:02:48.330 --> 00:02:49.420 it doesn't say that there's a magnet 00:02:49.420 --> 00:02:53.070 there I better somehow move myself towards it. 00:02:53.070 --> 00:02:54.490 There's something about that region 00:02:54.490 --> 00:02:58.220 of space that is interacting with that nail. 00:02:58.220 --> 00:03:00.000 Or if you think about magnets, 00:03:00.000 --> 00:03:01.670 how does it know the orientation 00:03:01.670 --> 00:03:04.870 of the other magnet to either be attracted to it 00:03:04.870 --> 00:03:05.703 or repel it? 00:03:05.703 --> 00:03:07.770 How does it even know that other magnet is there? 00:03:07.770 --> 00:03:11.860 And that's where the concept of a magnetic field is useful. 00:03:11.860 --> 00:03:14.370 And this was introduced by Michael Faraday 00:03:14.370 --> 00:03:16.520 in the 19th century, 00:03:16.520 --> 00:03:18.180 as a way of at least thinking 00:03:18.180 --> 00:03:21.720 about giving us a framework for this force at a distance. 00:03:21.720 --> 00:03:24.710 It doesn't exactly tell us what it is, 00:03:24.710 --> 00:03:27.950 but it does gives us a way of predicting and thinking 00:03:27.950 --> 00:03:30.210 about what is happening. 00:03:30.210 --> 00:03:34.010 And one way to visualize a magnetic field, 00:03:34.010 --> 00:03:38.700 is to take a bar magnet or I could even say a bar lodestone, 00:03:38.700 --> 00:03:41.300 and put it underneath a piece of paper, 00:03:41.300 --> 00:03:44.750 and then putting metal filings on top of that piece 00:03:44.750 --> 00:03:47.070 of paper, and you will see something like this, 00:03:47.070 --> 00:03:50.340 in fact I encourage you to do this to observe this yourself, 00:03:50.340 --> 00:03:52.150 and you see what look like lines 00:03:52.150 --> 00:03:54.753 that are essentially connecting the North 00:03:54.753 --> 00:03:57.870 and South Poles like that. 00:03:57.870 --> 00:03:59.850 And this notion of field lines we can draw 00:03:59.850 --> 00:04:02.870 it a little bit clearer in something like this, 00:04:02.870 --> 00:04:05.300 was introduced by Michael Faraday and he says okay 00:04:05.300 --> 00:04:07.530 there's this thing called a field, 00:04:07.530 --> 00:04:11.560 that tells us for every point in space around the magnet, 00:04:11.560 --> 00:04:14.270 what it would do to something that is interactive 00:04:14.270 --> 00:04:17.210 with the magnet another magnet or maybe a piece of metal, 00:04:17.210 --> 00:04:22.210 so for example, if you were to put a small bar magnet right 00:04:22.830 --> 00:04:26.920 over here, the North side is going to be repelled 00:04:26.920 --> 00:04:29.400 from the North side of this bigger bar magnet, 00:04:29.400 --> 00:04:32.500 and the South side is going to be attracted to it, 00:04:32.500 --> 00:04:35.470 and so what you could do is you could put a freely moving, 00:04:35.470 --> 00:04:37.540 magnet or you could put a compass, 00:04:37.540 --> 00:04:40.050 to actually see what the orientation is 00:04:40.050 --> 00:04:42.080 which direction will accomplish point, 00:04:42.080 --> 00:04:44.930 and it will point in the direction of these field lines, 00:04:44.930 --> 00:04:47.110 and if you were to put it over here, 00:04:47.110 --> 00:04:49.670 it would orient this way if you allow it to freely move, 00:04:49.670 --> 00:04:51.060 where this is the Northern end, 00:04:51.060 --> 00:04:52.250 and this is the Southern end, 00:04:52.250 --> 00:04:53.660 and if you were to put it here 00:04:53.660 --> 00:04:55.850 and you were allow it to freely move let's say as part 00:04:55.850 --> 00:04:56.683 of a compass, 00:04:56.683 --> 00:04:58.620 and if this is the Northern end 00:04:58.620 --> 00:04:59.730 and this is the Southern end, 00:04:59.730 --> 00:05:01.220 it would orient like that. 00:05:01.220 --> 00:05:03.320 And so that helps you draw the field lines 00:05:03.320 --> 00:05:04.780 and also know the direction. 00:05:04.780 --> 00:05:07.760 And just by convention the direction is where coming 00:05:07.760 --> 00:05:10.600 from the North Pole into the South Pole. 00:05:10.600 --> 00:05:13.130 And what Faraday said is not only does 00:05:13.130 --> 00:05:15.610 this tell you the direction of the magnetic field, 00:05:15.610 --> 00:05:17.300 it tells you the magnitude based 00:05:17.300 --> 00:05:19.380 on the density of these field lines. 00:05:19.380 --> 00:05:23.480 So for example, the magnetic field is stronger here, 00:05:23.480 --> 00:05:25.040 where in that unit area 00:05:25.040 --> 00:05:27.690 that I just made you have very dense field lines, 00:05:27.690 --> 00:05:30.910 while it would be weaker right over here, 00:05:30.910 --> 00:05:32.800 I have fewer field lines. 00:05:32.800 --> 00:05:35.030 Now another amazing thing about magnets 00:05:35.030 --> 00:05:36.060 and their polarity 00:05:36.060 --> 00:05:38.650 that people have noticed since ancient times is, 00:05:38.650 --> 00:05:41.490 you would think at least initially, 00:05:41.490 --> 00:05:44.810 that if this has a North Pole and a South Pole, 00:05:44.810 --> 00:05:46.780 then maybe you could separate these two things, 00:05:46.780 --> 00:05:48.680 maybe if you were to break this in half, 00:05:48.680 --> 00:05:51.380 then you could have a pure North Pole magnet 00:05:51.380 --> 00:05:54.120 and you could have a pure South Pole magnet, 00:05:54.120 --> 00:05:57.040 but that's not what happens when you break this in half, 00:05:57.040 --> 00:06:02.040 instead you have two magnets each with their own North 00:06:02.870 --> 00:06:05.840 and South Poles, and then you can keep doing this, 00:06:05.840 --> 00:06:08.100 and early scientists just kept doing it and said 00:06:08.100 --> 00:06:09.380 there might not be any limit 00:06:09.380 --> 00:06:11.220 to how much you can cut this obviously, 00:06:11.220 --> 00:06:13.770 when you keep cutting and cannot cut any more 00:06:13.770 --> 00:06:15.330 while retaining the properties 00:06:15.330 --> 00:06:18.770 of the magnetite you're getting down to the molecular level, 00:06:18.770 --> 00:06:20.670 and in future videos we'll think about how even 00:06:20.670 --> 00:06:25.490 at a molecular level you can still have a little tiny magnet 00:06:25.490 --> 00:06:28.470 that has a polarity to it. 00:06:28.470 --> 00:06:30.290 Now another really interesting thing 00:06:30.290 --> 00:06:32.220 about magnets is this connection 00:06:32.220 --> 00:06:35.750 between magnetism and electricity. 00:06:35.750 --> 00:06:37.110 People have also observed 00:06:37.110 --> 00:06:40.520 that if you took a current carrying wire 00:06:40.520 --> 00:06:42.130 and the current is going from the positive 00:06:42.130 --> 00:06:47.130 to the negative end so it is going in this direction, 00:06:47.170 --> 00:06:48.003 and if you make it go 00:06:48.003 --> 00:06:50.680 through a piece of paper that has metal filings, 00:06:50.680 --> 00:06:54.520 it looks like field lines are forming here, 00:06:54.520 --> 00:06:57.670 magnetic field lines, it turns out it does interact 00:06:57.670 --> 00:06:59.770 with the types of things that tend to interact 00:06:59.770 --> 00:07:01.580 it will interact with magnets 00:07:01.580 --> 00:07:04.810 and so this is a magnetic field that is being formed 00:07:04.810 --> 00:07:06.640 by an electrical current, 00:07:06.640 --> 00:07:09.970 and so that was the major clue that the phenomena 00:07:09.970 --> 00:07:13.750 of electricity and magnetism are in fact related, 00:07:13.750 --> 00:07:15.800 and this relationship is what allows us 00:07:15.800 --> 00:07:18.500 to do things like have electric motors, 00:07:18.500 --> 00:07:23.500 or generate electricity from wind or water turbines, 00:07:23.600 --> 00:07:25.160 and it's out of the scope of this video 00:07:25.160 --> 00:07:26.830 but I'll give you a little bit of a clue 00:07:26.830 --> 00:07:29.050 of how these things are connected. 00:07:29.050 --> 00:07:31.280 We know that things they're made up of atoms 00:07:31.280 --> 00:07:34.960 which are made up of particles like electrons and protons, 00:07:34.960 --> 00:07:37.600 which are charged and we know that a current, 00:07:37.600 --> 00:07:40.240 an electric current is based on the movement 00:07:40.240 --> 00:07:42.070 of charged particles, 00:07:42.070 --> 00:07:44.880 that when something is not magnetic, 00:07:44.880 --> 00:07:47.810 say a non-magnetic piece of magnetite, 00:07:47.810 --> 00:07:50.990 all of those charges are moving more chaotically, 00:07:50.990 --> 00:07:52.670 but if something happens to it, 00:07:52.670 --> 00:07:54.070 maybe a lightning strike, 00:07:54.070 --> 00:07:57.170 it can align how they move so that they act 00:07:57.170 --> 00:08:01.240 in concert to have a more coherent magnetic field. 00:08:01.240 --> 00:08:03.760 So leave I'll there I'm already getting a little bit, 00:08:03.760 --> 00:08:05.600 ahead of our skis so to speak, 00:08:05.600 --> 00:08:08.350 but I do think it's really interesting to appreciate 00:08:08.350 --> 00:08:10.630 how all of these puzzle pieces that we see 00:08:10.630 --> 00:08:12.393 in nature, fit together.
Introduction to Momentum
https://www.youtube.com/watch?v=iptKZt4FHRo
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en
WEBVTT Kind: captions Language: en 00:00:00.290 --> 00:00:01.123 - [Instructor] In this video, 00:00:01.123 --> 00:00:04.060 we're going to talk a little bit about momentum. 00:00:04.060 --> 00:00:05.150 And I encourage you to think about 00:00:05.150 --> 00:00:07.780 what does momentum mean in everyday language. 00:00:07.780 --> 00:00:12.290 If I were to tell you that a business has a lot of momentum, 00:00:12.290 --> 00:00:14.050 many people would imagine that means 00:00:14.050 --> 00:00:15.520 that it's doing really well, 00:00:15.520 --> 00:00:18.650 it's hard to stop that business from succeeding. 00:00:18.650 --> 00:00:20.520 If I were to tell you that, 00:00:20.520 --> 00:00:23.330 and let's say a movie star has a lot of momentum, 00:00:23.330 --> 00:00:25.040 it means that they keep making really, 00:00:25.040 --> 00:00:26.220 really, really good movies, 00:00:26.220 --> 00:00:27.740 it's hard to stop them. 00:00:27.740 --> 00:00:31.150 And in physics, momentum essentially has that same notion. 00:00:31.150 --> 00:00:34.100 In fact, these everyday language versions of momentum 00:00:34.100 --> 00:00:36.920 really came from the physics version of it, 00:00:36.920 --> 00:00:39.860 and an informal definition you could think of it is 00:00:39.860 --> 00:00:44.860 how hard to stop something. 00:00:45.140 --> 00:00:47.050 Stop something. 00:00:47.050 --> 00:00:48.990 So with that very informal definition, 00:00:48.990 --> 00:00:51.650 we'll get a little bit more mathy in a few seconds. 00:00:51.650 --> 00:00:53.300 I have two pictures here. 00:00:53.300 --> 00:00:56.920 And let's say both of these vehicles, 00:00:56.920 --> 00:00:59.000 so we have a big 18-wheeler truck here, 00:00:59.000 --> 00:01:01.020 and here we have a Formula One car. 00:01:01.020 --> 00:01:05.170 Let's say that they both have a velocity 00:01:05.170 --> 00:01:08.313 of 20 meters per second. 00:01:09.260 --> 00:01:10.690 Positive 20 meters per second. 00:01:10.690 --> 00:01:12.110 We'll just think in one dimension. 00:01:12.110 --> 00:01:13.410 So let's say it's going to the right 00:01:13.410 --> 00:01:14.660 at 20 meters per second, 00:01:14.660 --> 00:01:17.010 so that's a magnitude and a direction. 00:01:17.010 --> 00:01:18.810 Okay, I could put a positive here to make it clear 00:01:18.810 --> 00:01:20.680 that I'm giving a direction here. 00:01:20.680 --> 00:01:23.800 So they're both going in the positive direction 00:01:23.800 --> 00:01:26.500 at 20 meters per second. 00:01:26.500 --> 00:01:29.740 But you can imagine their masses are very different. 00:01:29.740 --> 00:01:32.120 This large truck would have a mass 00:01:32.120 --> 00:01:37.050 of let's just say 30,000 kilograms. 00:01:37.050 --> 00:01:40.100 That's roughly actually what an 18-wheeler truck's mass is, 00:01:40.100 --> 00:01:41.490 I looked it up before this video. 00:01:41.490 --> 00:01:42.520 And let's say the mass 00:01:42.520 --> 00:01:46.727 of this Formula One car is about 1,000 kilograms. 00:01:48.220 --> 00:01:49.730 Now pause this video and think about 00:01:49.730 --> 00:01:53.663 which one do you think would have more momentum. 00:01:55.660 --> 00:01:57.890 All right, well, you're probably imagining trying 00:01:57.890 --> 00:01:59.040 to stop either of these, 00:01:59.040 --> 00:02:03.030 and I guess either of these would be difficult to stop, 00:02:03.030 --> 00:02:07.170 but a truck going at 20 meters per second seems a lot harder 00:02:07.170 --> 00:02:08.820 than the Formula One car. 00:02:08.820 --> 00:02:10.510 This thing seems like it would just be able 00:02:10.510 --> 00:02:12.810 to drive through anything. 00:02:12.810 --> 00:02:15.080 So if you picked the truck having a higher momentum 00:02:15.080 --> 00:02:17.950 when it's going at the same velocity as a Formula One car, 00:02:17.950 --> 00:02:19.340 you'd be right. 00:02:19.340 --> 00:02:20.490 But an interesting question is well, 00:02:20.490 --> 00:02:22.550 how can I quantify that? 00:02:22.550 --> 00:02:25.330 And that's where we have the mathematical definition 00:02:25.330 --> 00:02:29.490 of momentum, and momentum is defined 00:02:29.490 --> 00:02:34.463 as mass times velocity. 00:02:35.680 --> 00:02:38.420 And because velocity is a vector, 00:02:38.420 --> 00:02:39.590 it's not just a magnitude, 00:02:39.590 --> 00:02:40.550 we assigned a direction, 00:02:40.550 --> 00:02:42.060 so we said in the positive direction. 00:02:42.060 --> 00:02:42.893 If we were in one dimension, 00:02:42.893 --> 00:02:44.040 if we said in the negative direction, 00:02:44.040 --> 00:02:45.130 we'd be going to the left. 00:02:45.130 --> 00:02:46.940 That's maybe the convention we could use. 00:02:46.940 --> 00:02:50.200 And since it's a scalar, which is mass, 00:02:50.200 --> 00:02:53.340 times a vector, momentum is also going to be a vector. 00:02:53.340 --> 00:02:57.360 You're going to have a momentum in a certain direction. 00:02:57.360 --> 00:02:58.670 So pause this video and see 00:02:58.670 --> 00:03:00.180 if you can calculate the momentum 00:03:00.180 --> 00:03:01.800 for each of these vehicles. 00:03:01.800 --> 00:03:03.070 And see also if you can figure out 00:03:03.070 --> 00:03:04.620 what the units are going to be. 00:03:05.770 --> 00:03:07.640 All right, now let's think about the momentum 00:03:07.640 --> 00:03:09.060 for this 18 wheeler. 00:03:09.060 --> 00:03:11.700 It is going to be its mass, 00:03:11.700 --> 00:03:16.320 which is 30,000 kilograms, 00:03:16.320 --> 00:03:17.990 times its velocity, 00:03:17.990 --> 00:03:22.370 which is positive 20 meters per second. 00:03:22.370 --> 00:03:24.820 And so when I multiply those two things, 00:03:24.820 --> 00:03:25.940 I am going to get, 00:03:25.940 --> 00:03:27.410 let's see, I'm going to get a six 00:03:27.410 --> 00:03:30.590 with one, two, three, four, five zeros. 00:03:30.590 --> 00:03:34.510 One, two, three, four, five zeros. 00:03:34.510 --> 00:03:37.400 600,000, and then the units are 00:03:37.400 --> 00:03:40.080 kilogram times meter per second. 00:03:40.080 --> 00:03:43.890 Kilogram meter per second. 00:03:46.530 --> 00:03:48.470 That's the momentum of the truck. 00:03:48.470 --> 00:03:50.040 Now what about the Formula One car? 00:03:50.040 --> 00:03:53.300 Pause the video and try to calculate that momentum. 00:03:53.300 --> 00:03:55.100 All right, well, same notion. 00:03:55.100 --> 00:03:56.850 I'll have to squeeze it in right over here. 00:03:56.850 --> 00:04:01.373 The momentum here is the mass, 1,000 kilograms. 00:04:02.870 --> 00:04:06.140 1,000 kilograms 00:04:06.140 --> 00:04:07.670 times the velocity, 00:04:07.670 --> 00:04:10.560 positive 20 meters per second. 00:04:10.560 --> 00:04:12.630 I'm stressing the positive because we're in one dimension, 00:04:12.630 --> 00:04:14.120 and I'm saying positive is one direction, 00:04:14.120 --> 00:04:15.130 negative is the other direction. 00:04:15.130 --> 00:04:16.800 So I am giving it a direction here. 00:04:16.800 --> 00:04:20.940 And so this momentum is going to be equal to 00:04:20.940 --> 00:04:25.883 20,000 kilogram meters per second. 00:04:28.300 --> 00:04:30.620 Kilogram meters per second. 00:04:30.620 --> 00:04:33.110 And so when you evaluate the momentums, 00:04:33.110 --> 00:04:35.050 it's clear mathematically 00:04:35.050 --> 00:04:38.010 that the truck has much more momentum 00:04:38.010 --> 00:04:40.180 than this Formula One car. 00:04:40.180 --> 00:04:43.350 It has 30 times the momentum. 00:04:43.350 --> 00:04:45.480 Now I know what some of y'all are thinking. 00:04:45.480 --> 00:04:47.230 Well, this is just from the reference frame 00:04:47.230 --> 00:04:49.440 if I'm standing still on the ground 00:04:49.440 --> 00:04:52.490 while this truck and car are moving by. 00:04:52.490 --> 00:04:54.540 But what if I were moving along with them? 00:04:54.540 --> 00:04:56.690 Would they have the same momentum? 00:04:56.690 --> 00:04:58.780 And if you were asking that question, 00:04:58.780 --> 00:04:59.613 it's a very good one, 00:04:59.613 --> 00:05:00.490 and the answer is no, 00:05:00.490 --> 00:05:03.570 the momentum depends on the frame of reference. 00:05:03.570 --> 00:05:04.870 So let's say that you are able 00:05:04.870 --> 00:05:07.100 to travel very quickly in, 00:05:07.100 --> 00:05:09.460 well, let's say you're in a car here. 00:05:09.460 --> 00:05:14.460 And you're also going at positive 20 meters per second, 00:05:14.560 --> 00:05:17.030 so you're going in the same direction as the truck. 00:05:17.030 --> 00:05:18.860 Well, relative to you, 00:05:18.860 --> 00:05:21.830 the truck's velocity is now zero. 00:05:21.830 --> 00:05:24.010 So from your frame of reference, 00:05:24.010 --> 00:05:25.610 if you wanted to calculate momentum, 00:05:25.610 --> 00:05:28.470 you'd have the mass of the truck, 30,000 kilograms. 00:05:28.470 --> 00:05:29.960 But from your frame of reference, 00:05:29.960 --> 00:05:32.350 the velocity would now be zero. 00:05:32.350 --> 00:05:35.720 So if you're traveling in this car at the same velocity 00:05:35.720 --> 00:05:40.650 as that truck, the momentum you would calculate is zero. 00:05:40.650 --> 00:05:42.740 Now, what would then have momentum? 00:05:42.740 --> 00:05:43.810 Well, in that world, 00:05:43.810 --> 00:05:47.770 let's say that there's a big rock over here that, 00:05:47.770 --> 00:05:52.700 let's say this thing's 100,000 kilograms. 00:05:52.700 --> 00:05:54.460 Well, when you are standing on the ground, 00:05:54.460 --> 00:05:56.030 that thing would have no momentum, 00:05:56.030 --> 00:05:58.540 but now that you're moving 20 meters per second 00:05:58.540 --> 00:06:01.470 to the right, positive 20 meters per second, 00:06:01.470 --> 00:06:04.400 the rock in your frame of reference would look like 00:06:04.400 --> 00:06:06.780 it's going at negative 20 meters per second. 00:06:06.780 --> 00:06:09.550 It would look like it's going 20 meters per second 00:06:09.550 --> 00:06:10.900 to the left. 00:06:10.900 --> 00:06:13.370 And so this would now, if you're moving 00:06:13.370 --> 00:06:15.870 in the same frame of reference as that truck, 00:06:15.870 --> 00:06:17.600 this rock would then look like 00:06:17.600 --> 00:06:19.860 it has a very negative momentum, 00:06:19.860 --> 00:06:22.430 and I encourage you to calculate it if you like. 00:06:22.430 --> 00:06:23.600 But I'll leave you there. 00:06:23.600 --> 00:06:26.060 This is really just an introduction to momentum. 00:06:26.060 --> 00:06:27.800 But once you get an intuition for it, 00:06:27.800 --> 00:06:30.310 all sorts of interesting things in physics start 00:06:30.310 --> 00:06:31.483 to emerge from it.
Systems and Objects
https://www.youtube.com/watch?v=WLoBo-enxAw
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en
WEBVTT Kind: captions Language: en 00:00:00.190 --> 00:00:02.650 - [Instructor] Our world is extraordinarily complicated. 00:00:02.650 --> 00:00:06.060 So in physics we're going to have to make simplifications. 00:00:06.060 --> 00:00:08.110 Even things in our world that seems simple 00:00:08.110 --> 00:00:09.550 are extraordinarily complicated. 00:00:09.550 --> 00:00:12.720 So consider a basketball seems simple enough, 00:00:12.720 --> 00:00:15.810 but it's composed of an extraordinarily large number 00:00:15.810 --> 00:00:19.300 of air molecules bouncing around inside, colliding 00:00:19.300 --> 00:00:22.080 with the outside leather and rubber membrane, 00:00:22.080 --> 00:00:26.800 which itself is composed of an extraordinarily large number 00:00:26.800 --> 00:00:29.470 of atoms and molecules all bonded together 00:00:29.470 --> 00:00:32.020 holding on tight, trying to prevent themselves 00:00:32.020 --> 00:00:35.990 from being ripped apart and exploded by the pressure inside. 00:00:35.990 --> 00:00:39.490 So do we have to keep track of every atom and molecule 00:00:39.490 --> 00:00:42.770 in this ball to include it in a physics problem? 00:00:42.770 --> 00:00:45.390 Typically not, nor would we ever really want to. 00:00:45.390 --> 00:00:48.430 I mean, we can't keep track of all that info, not yet, 00:00:48.430 --> 00:00:50.120 nor would you want to for most scenarios. 00:00:50.120 --> 00:00:52.500 So for instance, if you were an astronaut, 00:00:52.500 --> 00:00:53.670 you went to the moon, 00:00:53.670 --> 00:00:56.120 you took your basketball and you were going to drop it. 00:00:56.120 --> 00:00:58.650 If all you wanted to know was how long it's gonna take 00:00:58.650 --> 00:01:01.980 for this ball to strike the lunar surface below, 00:01:01.980 --> 00:01:04.270 you don't need to know about the ideal gas law, 00:01:04.270 --> 00:01:06.880 you don't need to know about the structural integrity 00:01:06.880 --> 00:01:09.310 of the rubber leather membrane. 00:01:09.310 --> 00:01:11.180 You could solve this by treating the basketball 00:01:11.180 --> 00:01:13.350 as if there was no internal structure whatsoever. 00:01:13.350 --> 00:01:14.960 Like you were dropping a rock that had 00:01:14.960 --> 00:01:18.600 no interesting internal structure whatsoever. 00:01:18.600 --> 00:01:21.250 So in physics, the good news is we can typically get 00:01:21.250 --> 00:01:23.070 away with making a lot of simplifications 00:01:23.070 --> 00:01:24.980 and ignoring the internal structure 00:01:24.980 --> 00:01:27.820 if it isn't relevant to the problem that we're asking. 00:01:27.820 --> 00:01:30.150 Sometimes it will be relevant though. 00:01:30.150 --> 00:01:32.590 So here was a case where it wasn't relevant. 00:01:32.590 --> 00:01:34.240 The internal structure wasn't relevant. 00:01:34.240 --> 00:01:36.170 So we could ignore that internal structure, 00:01:36.170 --> 00:01:38.660 but other questions like if you were an astronaut, 00:01:38.660 --> 00:01:40.300 I mean if I was an astronaut, and I was bringing 00:01:40.300 --> 00:01:42.870 my basketball to the moon, I'd be like, wait a minute, 00:01:42.870 --> 00:01:44.570 there's no atmosphere on the moon. 00:01:44.570 --> 00:01:48.080 That means there is no pressure pushing in from the outside. 00:01:48.080 --> 00:01:49.980 That means all this air pressure's still pushing 00:01:49.980 --> 00:01:53.950 out from the inside is my basketball just gonna explode? 00:01:53.950 --> 00:01:55.500 I'd want to know this before I brought it out there. 00:01:55.500 --> 00:01:57.170 I don't wanna carry a little bomb out 00:01:57.170 --> 00:01:59.020 that's going to like blow up in my face 00:01:59.020 --> 00:02:00.630 and I don't want to lose a basketball. 00:02:00.630 --> 00:02:02.050 If you wanted to know if your basketball 00:02:02.050 --> 00:02:04.150 was going to explode, okay now it does depend. 00:02:04.150 --> 00:02:07.140 That question does depend on the internal structure. 00:02:07.140 --> 00:02:08.570 It depends on the pressure inside 00:02:08.570 --> 00:02:09.800 which is fundamentally related 00:02:09.800 --> 00:02:14.030 to the force of the collisions between these air molecules 00:02:14.030 --> 00:02:17.690 and the rubber membrane and then it depends also on, 00:02:17.690 --> 00:02:20.360 well, how strong are the bonds between these rubber membrane 00:02:20.360 --> 00:02:21.800 and leather molecules? 00:02:21.800 --> 00:02:25.270 How much force can they withstand before they burst? 00:02:25.270 --> 00:02:27.060 For that question you would have to consider 00:02:27.060 --> 00:02:28.690 the internal structure. 00:02:28.690 --> 00:02:30.920 So, in some questions you get to ignore 00:02:30.920 --> 00:02:33.370 the internal structure and other questions you don't. 00:02:33.370 --> 00:02:35.880 It's just context and question-dependent 00:02:35.880 --> 00:02:38.300 and in physics, we have terminology to sort of 00:02:38.300 --> 00:02:41.270 sort this out and the terminology we use is the idea 00:02:41.270 --> 00:02:43.240 of a system or the idea of an object. 00:02:43.240 --> 00:02:45.650 So the idea of a system is just a collection 00:02:45.650 --> 00:02:49.430 of objects, that's the definition of a system in physics. 00:02:49.430 --> 00:02:50.670 But that begs the question, 00:02:50.670 --> 00:02:52.680 well what do we mean by an object? 00:02:52.680 --> 00:02:55.330 By an object, we mean anything that you could treat 00:02:55.330 --> 00:02:58.260 as if it had no internal structure. 00:02:58.260 --> 00:03:01.180 We don't mean that objects have no internal structure. 00:03:01.180 --> 00:03:04.870 They typically do, the only things that don't truly 00:03:04.870 --> 00:03:06.720 have an internal structures as far as we know 00:03:06.720 --> 00:03:10.830 are truly fundamental particles like electrons or neutrinos, 00:03:10.830 --> 00:03:13.510 these fundamental particles in particle physics 00:03:13.510 --> 00:03:15.950 that as far as we know, have no internal structure. 00:03:15.950 --> 00:03:18.190 So unless you're doing particle physics, 00:03:18.190 --> 00:03:20.340 you're probably don't have a true object, 00:03:20.340 --> 00:03:22.290 but you can treat things like an object. 00:03:22.290 --> 00:03:24.420 We can treat this basketball like an object. 00:03:24.420 --> 00:03:26.510 That is to say, we can act as if it has 00:03:26.510 --> 00:03:29.210 no internal structure if that internal structure 00:03:29.210 --> 00:03:30.690 isn't relevant to the problem. 00:03:30.690 --> 00:03:34.170 So to make this a little more meaningful 00:03:34.170 --> 00:03:35.490 just imagine another example. 00:03:35.490 --> 00:03:40.490 Say you collide two objects so you collide a putty here. 00:03:40.590 --> 00:03:43.600 Let's say this is three kilogram object 00:03:43.600 --> 00:03:45.300 and it comes in with a certain speed 00:03:45.300 --> 00:03:49.070 and it collides with a five kilogram object. 00:03:49.070 --> 00:03:52.050 If all you want to know is when they stick together, 00:03:52.050 --> 00:03:54.160 say these stick together and move off 00:03:54.160 --> 00:03:55.830 with some common speed. 00:03:55.830 --> 00:03:57.950 If all you want to know is what is that common speed 00:03:57.950 --> 00:04:00.690 that they move off with after they stick together? 00:04:00.690 --> 00:04:02.050 Notice what you don't need to know. 00:04:02.050 --> 00:04:03.700 I don't need to tell you that this was made 00:04:03.700 --> 00:04:07.170 out of gold here or that this one was made out of copper 00:04:07.170 --> 00:04:08.460 as long as you know, the masses and that 00:04:08.460 --> 00:04:10.290 they stick together, physics will let you solve 00:04:10.290 --> 00:04:13.440 for how fast they'll move off with a common speed afterward 00:04:13.440 --> 00:04:15.380 if you tell me that they stick together. 00:04:15.380 --> 00:04:17.230 So if that's all you want to know 00:04:17.230 --> 00:04:19.710 doesn't matter what the internal structure is. 00:04:19.710 --> 00:04:22.070 However, for other questions, if you wanted to know 00:04:22.070 --> 00:04:25.690 if this was going to set off some nuclear explosion, okay 00:04:25.690 --> 00:04:28.980 well then it really is going to matter if these are made 00:04:28.980 --> 00:04:32.320 out of gold, made out of copper, made out of clay 00:04:32.320 --> 00:04:34.610 or if they're made out of uranium, so to speak. 00:04:34.610 --> 00:04:37.070 So for that question, you do need to know 00:04:37.070 --> 00:04:38.680 about the internal structure. 00:04:38.680 --> 00:04:40.040 So the idea of a system and the idea 00:04:40.040 --> 00:04:42.580 of an object is an important one in physics 00:04:42.580 --> 00:04:46.240 and it's not just important conceptually or abstractly 00:04:46.240 --> 00:04:48.210 it can actually help you in problem solving. 00:04:48.210 --> 00:04:51.350 So let me show you a more like, tangible example 00:04:51.350 --> 00:04:52.400 of where this might help you 00:04:52.400 --> 00:04:55.150 in solving a problem you might encounter 00:04:55.150 --> 00:04:56.420 in your physics courses. 00:04:56.420 --> 00:04:58.540 So let's say they're two boxes 00:04:58.540 --> 00:05:00.650 and they're just too big and unwieldy to handle. 00:05:00.650 --> 00:05:02.350 So you're going to push them across the floor. 00:05:02.350 --> 00:05:05.190 They're not heavy, they're just like shaped weird, let's say 00:05:05.190 --> 00:05:07.640 and let's say the floor has been newly waxed. 00:05:07.640 --> 00:05:09.980 So it's real slick against these boxes 00:05:09.980 --> 00:05:12.650 which are also slick and there's negligible friction. 00:05:12.650 --> 00:05:14.360 You could ignore the friction between the boxes 00:05:14.360 --> 00:05:16.220 and the floor, so let's say you come up 00:05:16.220 --> 00:05:17.730 and you're gonna push on these things. 00:05:17.730 --> 00:05:19.570 Push them into the corner of some warehouse, 00:05:19.570 --> 00:05:22.060 you're working in the warehouse here, earning 00:05:22.060 --> 00:05:23.610 your pay for the day and you're going to go 00:05:23.610 --> 00:05:25.890 push these over here and you're going to exert, 00:05:25.890 --> 00:05:28.310 let's just say nine newtons of force 00:05:28.310 --> 00:05:30.680 on this one kilogram box and then that pushes 00:05:30.680 --> 00:05:31.930 into the two kilogram box 00:05:31.930 --> 00:05:33.470 and they move off to the right. 00:05:33.470 --> 00:05:35.270 So can we treat this system 00:05:35.270 --> 00:05:37.400 of boxes as if it were a single object? 00:05:37.400 --> 00:05:39.570 Well, like we said, it's question-dependent. 00:05:39.570 --> 00:05:43.040 If the question we want to ask is, what's the acceleration 00:05:43.040 --> 00:05:45.630 of these boxes as they slide to the right? 00:05:45.630 --> 00:05:47.560 Well, they're going to move at the same rate 00:05:47.560 --> 00:05:49.740 because as you push on this one kilogram box 00:05:49.740 --> 00:05:52.610 that one kilogram box pushes on the two kilogram box 00:05:52.610 --> 00:05:53.770 and they're going to move together. 00:05:53.770 --> 00:05:57.020 As I keep pushing with nine newtons, the velocity of both 00:05:57.020 --> 00:05:59.200 of these boxes are going to be the same to the right 00:05:59.200 --> 00:06:00.790 and the acceleration of the boxes 00:06:00.790 --> 00:06:01.900 are going to be the same to the right. 00:06:01.900 --> 00:06:03.660 They're never going to become separated. 00:06:03.660 --> 00:06:06.060 What that means is the fact that there were two boxes 00:06:06.060 --> 00:06:09.050 didn't matter, I can treat this system of two boxes 00:06:09.050 --> 00:06:12.840 as if it were a single three kilogram box. 00:06:12.840 --> 00:06:14.240 I don't even need to know that they were actually 00:06:14.240 --> 00:06:16.330 a division here, 'cause they're never going to become 00:06:16.330 --> 00:06:18.960 separated for this question that I'm asking here. 00:06:18.960 --> 00:06:20.520 So I could treat this whole system 00:06:20.520 --> 00:06:24.330 as if it were just one big three kilogram object 00:06:24.330 --> 00:06:26.460 and this is an important idea. 00:06:26.460 --> 00:06:28.080 The properties of a system, 00:06:28.080 --> 00:06:30.660 like the mass of the system, are determined 00:06:30.660 --> 00:06:33.180 by the properties of the objects in that system. 00:06:33.180 --> 00:06:36.350 So I put a three here and this is legal, this is allowed. 00:06:36.350 --> 00:06:39.700 The properties of this total mass of my system is determined 00:06:39.700 --> 00:06:42.080 by the mass of the individual objects in my system. 00:06:42.080 --> 00:06:44.030 So you really can just add up these masses 00:06:44.030 --> 00:06:47.010 to determine the total mass of the system 00:06:47.010 --> 00:06:49.120 that you're going to be treating as a single object. 00:06:49.120 --> 00:06:51.210 And now that I get to treat this as a single object 00:06:51.210 --> 00:06:54.680 I'm in luck, I can use Newton's second law. 00:06:54.680 --> 00:06:56.470 The acceleration is going to equal the net force 00:06:56.470 --> 00:06:59.870 over the mass, we'll do this for the horizontal direction. 00:06:59.870 --> 00:07:01.470 I'm just going to put a mass of three. 00:07:01.470 --> 00:07:04.600 I could ignore the fact that this was a one and two 00:07:04.600 --> 00:07:06.570 and the total mass of my system is going to be 00:07:06.570 --> 00:07:09.910 three kilograms and the only force on my system 00:07:09.910 --> 00:07:11.180 that I'm treating as an object here 00:07:11.180 --> 00:07:12.560 is the nine Newton force. 00:07:12.560 --> 00:07:14.110 I could ignore, in other words, 00:07:14.110 --> 00:07:17.920 I can ignore the internal forces between these boxes. 00:07:17.920 --> 00:07:19.580 I don't care about the one pushing on the two 00:07:19.580 --> 00:07:21.820 or the two pushing on the one I'm treating the system 00:07:21.820 --> 00:07:24.890 like an object and I'm ignoring that internal structure 00:07:24.890 --> 00:07:26.520 that makes this problem really easy 00:07:26.520 --> 00:07:27.780 when I solve for the acceleration 00:07:27.780 --> 00:07:31.090 I just get three meters per second squared. 00:07:31.090 --> 00:07:33.330 So for this question I could treat the system 00:07:33.330 --> 00:07:34.640 as a single object. 00:07:34.640 --> 00:07:37.260 What question would I not be able to treat the system 00:07:37.260 --> 00:07:38.610 as a single object for? 00:07:38.610 --> 00:07:41.470 Well, if I wanted to know, let's say the question was 00:07:41.470 --> 00:07:44.270 with how much force does the one kilogram box exert 00:07:44.270 --> 00:07:46.330 on the two kilogram box? 00:07:46.330 --> 00:07:48.380 And you might think, oh, it's just nine, but it isn't. 00:07:48.380 --> 00:07:50.420 So stay tuned, hold on. 00:07:50.420 --> 00:07:51.910 It's counterintuitive. I know, 00:07:51.910 --> 00:07:53.590 but the main idea I'm trying to stress here 00:07:53.590 --> 00:07:58.150 is that this force on two by one is fundamentally 00:07:58.150 --> 00:08:00.660 a question about an internal force. 00:08:00.660 --> 00:08:02.350 So if the question you're asking is about 00:08:02.350 --> 00:08:04.920 the internal structure, clearly you're not allowed 00:08:04.920 --> 00:08:07.120 to ignore the internal structure. 00:08:07.120 --> 00:08:10.110 So for this question we cannot treat the system 00:08:10.110 --> 00:08:13.180 of two boxes as if it were a single mass. 00:08:13.180 --> 00:08:14.980 We'll have to focus on the internal structure. 00:08:14.980 --> 00:08:18.170 So again, consider this a one and a two separate boxes 00:08:18.170 --> 00:08:19.530 and we'll do the same formula. 00:08:19.530 --> 00:08:22.910 Acceleration's going to equal the net force over the mass, 00:08:22.910 --> 00:08:25.700 but this time we do have to focus on a single mass. 00:08:25.700 --> 00:08:29.870 So we'll focus just on the two kilogram mass 00:08:29.870 --> 00:08:32.590 the only horizontal force on this two kilogram mass 00:08:32.590 --> 00:08:34.310 if this really is frictionless 00:08:34.310 --> 00:08:37.860 is this force that we want to find the force onto by one. 00:08:37.860 --> 00:08:39.470 And that's the only force that's exerted 00:08:39.470 --> 00:08:41.030 on the two kilogram mass. 00:08:41.030 --> 00:08:43.780 This nine newtons is exerted directly on the one. 00:08:43.780 --> 00:08:45.380 So it's not directly exerted on the two. 00:08:45.380 --> 00:08:46.500 We don't draw that up here. 00:08:46.500 --> 00:08:47.520 We don't include that here. 00:08:47.520 --> 00:08:50.300 These are only forces directly on the two, and then 00:08:50.300 --> 00:08:52.730 we'd have to put the acceleration of the two kilogram mass, 00:08:52.730 --> 00:08:55.340 but we already found that this three was the acceleration 00:08:55.340 --> 00:08:57.590 of the one, the two and the entire system. 00:08:57.590 --> 00:08:59.240 Everything was accelerating at the same rate. 00:08:59.240 --> 00:09:02.130 So I can put my three meters per second squared here 00:09:02.130 --> 00:09:04.510 and I find out that the force exerted 00:09:04.510 --> 00:09:08.320 on the two by the one is six newtons. 00:09:08.320 --> 00:09:11.070 So it's not as big and this isn't surprising. 00:09:11.070 --> 00:09:13.550 It takes more newtons from the left here 00:09:13.550 --> 00:09:16.100 this nine newtons to accelerate the entire system 00:09:16.100 --> 00:09:18.890 of three kilograms than it does to just 00:09:18.890 --> 00:09:21.080 accelerate the two kilogram mass over here. 00:09:21.080 --> 00:09:24.300 So the fact that this force is accelerating less mass 00:09:24.300 --> 00:09:26.030 means it doesn't have to be as big. 00:09:26.030 --> 00:09:28.010 But the key idea is that to find that, 00:09:28.010 --> 00:09:30.410 we could not treat, to find this force here, 00:09:30.410 --> 00:09:33.640 we could not treat this entire system as a single mass. 00:09:33.640 --> 00:09:37.550 So recapping, if the question being asked does not depend 00:09:37.550 --> 00:09:40.190 on the internal structure, you can simplify your life 00:09:40.190 --> 00:09:42.160 by treating that structure and that system 00:09:42.160 --> 00:09:44.840 as if it were a single object, in which case, 00:09:44.840 --> 00:09:46.680 the properties of that will be determined 00:09:46.680 --> 00:09:48.920 by the properties of the objects in that system. 00:09:48.920 --> 00:09:51.590 But if the question being asked does depend on 00:09:51.590 --> 00:09:53.470 the internal structure, then you cannot treat 00:09:53.470 --> 00:09:55.420 that system as a single object. 00:09:55.420 --> 00:09:57.953 You will have to focus on the internal structure.
Contact Forces
https://www.youtube.com/watch?v=BtQnTyGq4sI
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WEBVTT Kind: captions Language: en 00:00:00.330 --> 00:00:01.370 - [Instructor] There are a lot of different types 00:00:01.370 --> 00:00:02.550 of forces in physics, 00:00:02.550 --> 00:00:03.540 but for the most part, 00:00:03.540 --> 00:00:07.240 all forces can be categorized as either being 00:00:07.240 --> 00:00:10.950 a contact force or a long range force. 00:00:10.950 --> 00:00:13.640 So contact forces as the name suggests 00:00:13.640 --> 00:00:14.790 requires the two objects 00:00:14.790 --> 00:00:16.310 that are exerting a force on each other 00:00:16.310 --> 00:00:19.130 to be touching or in contact. 00:00:19.130 --> 00:00:22.010 So tension, the normal force, frictional forces, 00:00:22.010 --> 00:00:26.000 these are all common everyday examples of contact forces. 00:00:26.000 --> 00:00:29.260 So, you know, this wire from this crane 00:00:29.260 --> 00:00:31.860 can exert a contact force i.e. attention force 00:00:31.860 --> 00:00:34.400 on the wrecking ball but that wire 00:00:34.400 --> 00:00:36.810 can only exert that tension force on the wrecking ball 00:00:36.810 --> 00:00:39.190 if the wire is actually connected to 00:00:39.190 --> 00:00:41.350 i.e. touching the wrecking ball, 00:00:41.350 --> 00:00:43.870 if you forgot to tie the wire to the wrecking ball, 00:00:43.870 --> 00:00:46.000 that wire is not gonna exert any tension 00:00:46.000 --> 00:00:47.440 on the wrecking ball. 00:00:47.440 --> 00:00:51.310 So these contact forces are to be distinguished from 00:00:51.310 --> 00:00:52.660 long range forces. 00:00:52.660 --> 00:00:55.950 Sometimes these are called action at a distance forces 00:00:55.950 --> 00:00:57.520 because they can be exerted 00:00:57.520 --> 00:00:59.690 on objects that are far away from each other, 00:00:59.690 --> 00:01:01.453 so gravity is a common example, 00:01:02.480 --> 00:01:05.390 the earth can exert a gravitational force on the moon 00:01:05.390 --> 00:01:07.560 even though the earth and the moon aren't touching. 00:01:07.560 --> 00:01:09.560 So that's a group long range force. 00:01:09.560 --> 00:01:12.840 Similarly, the electric force can exert a repulsive force 00:01:12.840 --> 00:01:15.130 on two charges if they're not touching, 00:01:15.130 --> 00:01:17.380 so not a contact force, 00:01:17.380 --> 00:01:19.420 and magnets can attract each other 00:01:19.420 --> 00:01:20.690 even if they're not touching, 00:01:20.690 --> 00:01:24.420 so those are all long range or action at a distance forces. 00:01:24.420 --> 00:01:26.290 But I'll be honest with you here, 00:01:26.290 --> 00:01:29.410 this distinction is not nearly as fundamental 00:01:29.410 --> 00:01:31.010 as it might seem at first. 00:01:31.010 --> 00:01:34.620 All of these forces that we call contact forces 00:01:34.620 --> 00:01:38.880 are really just an enormous number of long range forces 00:01:38.880 --> 00:01:40.190 in disguise. 00:01:40.190 --> 00:01:42.930 In other words, these contact forces, tension, normal force 00:01:42.930 --> 00:01:46.740 and friction are all arising microscopically due to 00:01:46.740 --> 00:01:48.620 a bunch of long range forces 00:01:48.620 --> 00:01:50.910 acting over really short distances. 00:01:50.910 --> 00:01:53.250 So just cause they're called long range forces 00:01:53.250 --> 00:01:56.640 doesn't mean they can't exert force over small distances, 00:01:56.640 --> 00:01:59.510 and in fact, all those forces arise, 00:01:59.510 --> 00:02:01.330 you know, cause all these forces to arise. 00:02:01.330 --> 00:02:03.720 So let me go through and explain how all these come about. 00:02:03.720 --> 00:02:06.000 So we'll start with tension here. 00:02:06.000 --> 00:02:07.450 Where does tension come from? 00:02:07.450 --> 00:02:09.960 Well, tension is the force exerted by a wire 00:02:09.960 --> 00:02:12.840 or a cable or a string, something like that. 00:02:12.840 --> 00:02:14.130 And so these strings, 00:02:14.130 --> 00:02:15.780 they're made out of atoms and molecules, 00:02:15.780 --> 00:02:17.400 I'm trying to represent that over here. 00:02:17.400 --> 00:02:20.690 Your string is probably more than three atoms wide, 00:02:20.690 --> 00:02:22.790 but I didn't wanna have to draw an enormous number here, 00:02:22.790 --> 00:02:24.550 so I imagine you've got a certain number of atoms 00:02:24.550 --> 00:02:26.810 and molecules in your string, 00:02:26.810 --> 00:02:29.500 well, these atoms and molecules are all bonded together, 00:02:29.500 --> 00:02:30.770 chemically bonded together, 00:02:30.770 --> 00:02:33.543 those are all electromagnetic bonds here, 00:02:35.103 --> 00:02:38.200 they don't wanna move away from their equilibrium position, 00:02:38.200 --> 00:02:40.490 they have a position and if they get displaced from there, 00:02:40.490 --> 00:02:42.450 they wanna go back to that spot. 00:02:42.450 --> 00:02:44.560 So that's what it means to be in a solid here. 00:02:44.560 --> 00:02:48.100 So this wire, if you connect to a heavy load to it 00:02:48.100 --> 00:02:49.200 like a wrecking ball, 00:02:49.200 --> 00:02:51.270 that wrecking ball is gonna try to rip these atoms 00:02:51.270 --> 00:02:52.540 and molecules apart, 00:02:52.540 --> 00:02:55.230 it's gonna try to pull them away from each other, 00:02:55.230 --> 00:02:56.500 but they don't wanna move away from each other, 00:02:56.500 --> 00:02:59.390 in other words, they try to restore themselves 00:02:59.390 --> 00:03:01.720 as this distance between these atoms 00:03:01.720 --> 00:03:03.180 and molecules gets bigger, 00:03:03.180 --> 00:03:05.720 and it does, you'll stretch your string or your wire 00:03:05.720 --> 00:03:08.590 sometimes imperceptibly, but a little bit, 00:03:08.590 --> 00:03:10.340 these distances get bigger, 00:03:10.340 --> 00:03:13.090 that force holding them together gets bigger, 00:03:13.090 --> 00:03:14.900 so more tension force occurs 00:03:14.900 --> 00:03:18.840 and this is the microscopic origin of that tension force. 00:03:18.840 --> 00:03:21.030 These atoms and molecules wanna restore themselves 00:03:21.030 --> 00:03:23.890 to their previous length and 00:03:23.890 --> 00:03:25.530 to do that they have to pull harder and harder. 00:03:25.530 --> 00:03:27.070 Now, this won't last forever, 00:03:27.070 --> 00:03:29.200 you hang a heavy enough load over here, 00:03:29.200 --> 00:03:31.810 you'll overwhelm these electromagnetic bonds 00:03:31.810 --> 00:03:34.600 and you'll rip these molecules apart 00:03:34.600 --> 00:03:36.260 and that's what happens when your string breaks. 00:03:36.260 --> 00:03:38.680 So that's the microscopic origin of tension 00:03:38.680 --> 00:03:42.860 but you don't have to draw an Avogadro's number of arrows, 00:03:42.860 --> 00:03:45.430 we just represent the tension with one arrow up, 00:03:45.430 --> 00:03:47.290 it turns out you can pretty much summarize 00:03:47.290 --> 00:03:51.250 all of those microscopic electromagnetic chemical bonds 00:03:51.250 --> 00:03:54.420 with one arrow that we call tension. 00:03:54.420 --> 00:03:56.580 So how about the normal force, where does that come from? 00:03:56.580 --> 00:03:58.060 Well, this is kind of the opposite. 00:03:58.060 --> 00:03:59.600 Tension is a pulling force, 00:03:59.600 --> 00:04:02.930 the normal force is the force that tries to prevent two 00:04:02.930 --> 00:04:05.390 objects from getting smashed into each other. 00:04:05.390 --> 00:04:07.100 So now instead of the atoms and molecules 00:04:07.100 --> 00:04:08.470 trying to get ripped apart, 00:04:08.470 --> 00:04:11.300 the atoms and molecules in this green box here 00:04:11.300 --> 00:04:13.960 due to its weight are trying to get shoved into 00:04:13.960 --> 00:04:15.590 the atoms and molecules this table, 00:04:15.590 --> 00:04:17.330 so I've tried to represent that here, 00:04:17.330 --> 00:04:19.340 again, the box and the table are made out of more 00:04:19.340 --> 00:04:21.500 than these number of atoms and molecules, 00:04:21.500 --> 00:04:24.290 but you've got your atoms molecules of the box, 00:04:24.290 --> 00:04:26.820 atoms and molecules of the table, 00:04:26.820 --> 00:04:28.900 they won't get moved into each other, 00:04:28.900 --> 00:04:31.110 there's gonna be an electron cloud 00:04:31.110 --> 00:04:33.120 around these atoms and molecules of the box 00:04:33.120 --> 00:04:35.010 and similarly for the table, 00:04:35.010 --> 00:04:37.420 there's gonna be an electromagnetic repulsion 00:04:37.420 --> 00:04:38.890 when they try to overlap 00:04:38.890 --> 00:04:40.840 and other quantum mechanical effects, 00:04:40.840 --> 00:04:43.820 it turns out it's surprisingly complicated to explain 00:04:43.820 --> 00:04:47.020 why matter is solid and it can't penetrate each other, 00:04:47.020 --> 00:04:50.240 but the enormous number of electromagnetic interactions 00:04:50.240 --> 00:04:52.970 and other quantum mechanical effects between these 00:04:52.970 --> 00:04:56.190 atoms and molecules are the microscopic origin 00:04:56.190 --> 00:04:57.200 of the normal force. 00:04:57.200 --> 00:04:59.880 So again, it's, you know, action at a distance 00:04:59.880 --> 00:05:01.710 over a small scale, 00:05:01.710 --> 00:05:04.583 which really bugs people out, they're like, wait a minute, 00:05:05.659 --> 00:05:07.550 are two things ever actually touching? 00:05:07.550 --> 00:05:09.300 You know, as you sit in a chair, 00:05:09.300 --> 00:05:12.440 do the atoms and molecules of your pants 00:05:12.440 --> 00:05:14.690 actually physically touch? 00:05:14.690 --> 00:05:17.800 Hard to actually define what it means touching here, 00:05:17.800 --> 00:05:20.440 you know, you've got these amorphous electron clouds, 00:05:20.440 --> 00:05:22.430 how do you define whether they're touching? 00:05:22.430 --> 00:05:24.930 Hard to do, but good news, we don't have to do it, 00:05:24.930 --> 00:05:27.400 we can actually just summarize microscopically 00:05:27.400 --> 00:05:29.620 all of these microscopic interactions 00:05:29.620 --> 00:05:33.960 as one big normal force and that helps us 00:05:33.960 --> 00:05:36.330 both calculationally and conceptually 00:05:36.330 --> 00:05:38.470 knock it to at last here. 00:05:38.470 --> 00:05:39.760 Now, you might be disturbed here, 00:05:39.760 --> 00:05:40.650 you might be like, wait a minute, 00:05:40.650 --> 00:05:43.160 this whole video is about contact forces, 00:05:43.160 --> 00:05:43.993 you're telling me, 00:05:43.993 --> 00:05:46.310 we don't even know if two surfaces are in contact, 00:05:46.310 --> 00:05:48.170 well, I'm saying it's hard to define 00:05:48.170 --> 00:05:50.370 but here's a good way to define it, 00:05:50.370 --> 00:05:52.370 your pants, atoms and molecules 00:05:52.370 --> 00:05:56.050 are contacting the seat's atom molecules as soon as 00:05:56.050 --> 00:05:57.650 you notice that force 00:05:57.650 --> 00:05:59.760 preventing them from moving into each other. 00:05:59.760 --> 00:06:01.830 So as soon as you could detect this normal force, 00:06:01.830 --> 00:06:03.040 that's as good a way as any 00:06:03.040 --> 00:06:06.460 to define two surfaces as being in contact. 00:06:06.460 --> 00:06:08.680 So let's look at some other forces. 00:06:08.680 --> 00:06:10.640 So how about the frictional force? 00:06:10.640 --> 00:06:13.180 What are the microscopic origins of the frictional force? 00:06:13.180 --> 00:06:15.800 Well, you know, the frictional force is the force that 00:06:15.800 --> 00:06:19.660 resist two surfaces from being dragged across each other. 00:06:19.660 --> 00:06:21.220 Why is there a resistive force? 00:06:21.220 --> 00:06:23.920 Well, if you zoomed in on these surfaces, 00:06:23.920 --> 00:06:25.800 a table, no matter how smooth it looks, 00:06:25.800 --> 00:06:27.400 even if you just wiped it down, 00:06:27.400 --> 00:06:28.570 if you zoomed in close enough, 00:06:28.570 --> 00:06:30.570 you'd be shocked at all the little 00:06:30.570 --> 00:06:32.890 crevices and cracks and valleys involved, 00:06:32.890 --> 00:06:34.600 the whole world you don't know about 00:06:34.600 --> 00:06:36.280 unless you look at it microscopically, 00:06:36.280 --> 00:06:39.380 and similarly for this purple box, maybe it's cardboard, 00:06:39.380 --> 00:06:41.960 if you zoomed in microscopically, 00:06:41.960 --> 00:06:45.730 again, it's astonishing how not smooth those surfaces are. 00:06:45.730 --> 00:06:48.467 So obviously, if you tried to drag one across the other 00:06:48.467 --> 00:06:49.970 and these are bumping into each other, 00:06:49.970 --> 00:06:52.570 these hills and valleys are running into each other, 00:06:52.570 --> 00:06:53.940 that's gonna be a problem 00:06:53.940 --> 00:06:55.650 that's gonna cause a resistive force. 00:06:55.650 --> 00:06:59.150 You might break this, you know, yellow hill off, 00:06:59.150 --> 00:07:00.500 sometimes they just bust off, 00:07:00.500 --> 00:07:04.270 yep, that's gonna be a resistive cause of friction. 00:07:04.270 --> 00:07:05.380 Sometimes they don't bust off, 00:07:05.380 --> 00:07:07.410 maybe they just like bend and bounce back 00:07:07.410 --> 00:07:08.980 but even if they do, 00:07:08.980 --> 00:07:10.500 still gonna cause a frictional force 00:07:10.500 --> 00:07:12.300 and add to this friction, 00:07:12.300 --> 00:07:15.330 and it's not just that but sometimes even like 00:07:15.330 --> 00:07:17.800 the atoms and molecules in the surface over here, 00:07:17.800 --> 00:07:19.380 look, this pot doesn't look too bad, 00:07:19.380 --> 00:07:20.960 it looks like they could slide across each other 00:07:20.960 --> 00:07:22.300 pretty well, 00:07:22.300 --> 00:07:25.760 but there can be adhesion like molecular bonds that form 00:07:25.760 --> 00:07:28.110 between those atoms and molecules that are near each other, 00:07:28.110 --> 00:07:30.410 that can also contribute to friction. 00:07:30.410 --> 00:07:32.350 So again, astonishingly complicated, 00:07:32.350 --> 00:07:35.080 there's actually lots of questions to still be answered 00:07:35.080 --> 00:07:36.220 in studying friction, 00:07:36.220 --> 00:07:39.150 and the study of friction is called tribology. 00:07:39.150 --> 00:07:42.210 Shockingly, a lot of questions to this day but, 00:07:42.210 --> 00:07:44.110 the good news is you can summarize 00:07:44.110 --> 00:07:47.840 all of those microscopic interactions as one force 00:07:47.840 --> 00:07:50.090 we call friction that resists 00:07:50.090 --> 00:07:52.570 the two surfaces from sliding over each other. 00:07:52.570 --> 00:07:54.970 So you don't have to do a lot of calculations 00:07:54.970 --> 00:07:57.750 and microscopically zoom in on the surface, 00:07:57.750 --> 00:07:59.510 we can pretty much account for all of it 00:07:59.510 --> 00:08:01.930 by simply drawing it as one big resistive force 00:08:01.930 --> 00:08:03.770 of friction backwards. 00:08:03.770 --> 00:08:06.670 So recapping, contact forces are those forces 00:08:06.670 --> 00:08:09.510 that require the two objects interacting to be touching 00:08:09.510 --> 00:08:11.190 for that force to occur, 00:08:11.190 --> 00:08:13.860 but we've seen that these contact forces are actually due 00:08:13.860 --> 00:08:17.580 to a mind bogglingly large number of long range forces 00:08:17.580 --> 00:08:19.790 all acting over a very short distance, 00:08:19.790 --> 00:08:22.210 but you can summarize all those long range forces 00:08:22.210 --> 00:08:24.560 as a single contact force 00:08:24.560 --> 00:08:28.083 when doing most introductory physics problems.
Using matrices to represent data: Payoffs
https://www.youtube.com/watch?v=2ObBIZoZnJ0
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WEBVTT Kind: captions Language: en 00:00:00.400 --> 00:00:01.280 - [Instructor] We're told Violet 00:00:01.280 --> 00:00:05.210 and Lennox play an elaborated version of rock paper scissors 00:00:05.210 --> 00:00:08.280 where each combination of shape choices 00:00:08.280 --> 00:00:10.780 earns a different number of points for the winner. 00:00:10.780 --> 00:00:12.840 So rock paper scissors, the game, 00:00:12.840 --> 00:00:16.410 of course, where rock beats scissors, 00:00:16.410 --> 00:00:19.470 scissors beats paper, and paper beats rock, 00:00:19.470 --> 00:00:21.560 and then they give us this elaborate version 00:00:21.560 --> 00:00:22.393 right over here. 00:00:22.393 --> 00:00:24.350 When Violet wins, she gets two points. 00:00:24.350 --> 00:00:27.000 When Lennox wins with rock, she gets three. 00:00:27.000 --> 00:00:29.700 When Lennox wins with paper, she gets two points. 00:00:29.700 --> 00:00:32.290 When Lennox wins with scissors, she gets one point. 00:00:32.290 --> 00:00:35.230 And if they choose the same shape, nobody gets any points 00:00:35.230 --> 00:00:37.290 'cause no one wins that round. 00:00:37.290 --> 00:00:40.980 Complete the matrix so it represents their scoring system. 00:00:40.980 --> 00:00:45.140 It shows the number of points Violet gets, 00:00:45.140 --> 00:00:48.590 a negative number means Lennox gets those points, 00:00:48.590 --> 00:00:51.390 where rows are Violet's chosen shape 00:00:51.390 --> 00:00:54.650 and columns are Lennox's chosen shape. 00:00:54.650 --> 00:00:56.670 So here we have the matrix right over here. 00:00:56.670 --> 00:00:58.940 I encourage you to pause this video 00:00:58.940 --> 00:01:00.670 and see if you can have a go at this on your own 00:01:00.670 --> 00:01:02.090 if you have a piece of paper in front of you, alright? 00:01:02.090 --> 00:01:04.210 I encourage you to get a piece of paper. 00:01:04.210 --> 00:01:06.450 All right, now let's do this together. 00:01:06.450 --> 00:01:08.040 So, how many points, 00:01:08.040 --> 00:01:10.570 remember, this matrix is how many points Violet gets. 00:01:10.570 --> 00:01:14.290 And if Lennox gets points, then it's a negative for Violet. 00:01:14.290 --> 00:01:18.180 So, if Violet chooses a rock and Lennox chooses a rock, 00:01:18.180 --> 00:01:20.130 so that is this entry right over here, 00:01:20.130 --> 00:01:20.963 what's going to happen? 00:01:20.963 --> 00:01:22.890 How many points is Violet going to get? 00:01:23.830 --> 00:01:25.860 Well, if both players choose the same shape, 00:01:25.860 --> 00:01:28.320 nobody gets any points. 00:01:28.320 --> 00:01:31.700 So if they both get rock, rock will get a zero right there. 00:01:31.700 --> 00:01:33.590 And we also know that's going to be true 00:01:33.590 --> 00:01:35.900 if Violet picks paper and Lennox picks paper, 00:01:35.900 --> 00:01:38.060 you're gonna get a zero points for Violet there. 00:01:38.060 --> 00:01:41.170 And if they both pick scissors, that entry there, 00:01:41.170 --> 00:01:43.550 you're also going to get a zero. 00:01:43.550 --> 00:01:46.280 All right, now, what if Violet picks rock 00:01:46.280 --> 00:01:48.460 and Lennox picks paper? 00:01:48.460 --> 00:01:49.293 What should I put there? 00:01:49.293 --> 00:01:50.320 Pause the video and think about it. 00:01:50.320 --> 00:01:52.763 Violet picks rock and Lennox picks paper. 00:01:53.860 --> 00:01:57.460 Well, we know that paper beats rock. 00:01:57.460 --> 00:02:01.530 So this is a situation where Lennox wins with paper. 00:02:01.530 --> 00:02:03.780 And so that's this scenario right over here, 00:02:03.780 --> 00:02:06.140 so Lennox will get two points. 00:02:06.140 --> 00:02:07.550 So if Lennox gets two points, 00:02:07.550 --> 00:02:09.840 remember this matrix is what does Violet get, 00:02:09.840 --> 00:02:12.300 Violet gets negative two points right over here 00:02:12.300 --> 00:02:14.110 'cause Lennox got them. 00:02:14.110 --> 00:02:15.730 All right, now what about this entry? 00:02:15.730 --> 00:02:17.640 What does that represent? 00:02:17.640 --> 00:02:19.750 Well, that represents Violet picking rock 00:02:19.750 --> 00:02:22.530 and Lennox picking scissors. 00:02:22.530 --> 00:02:25.680 And we know that rock beats scissors 00:02:25.680 --> 00:02:27.610 so this is a situation where Violet wins, 00:02:27.610 --> 00:02:31.610 and we know whenever Violet wins, she gets two points. 00:02:31.610 --> 00:02:34.690 So this will be a positive two points right over here. 00:02:34.690 --> 00:02:36.180 Now, what about this entry? 00:02:36.180 --> 00:02:38.200 What does that represent? 00:02:38.200 --> 00:02:40.550 Well, that represents Violet picking paper 00:02:40.550 --> 00:02:42.400 and Lennox picking rock. 00:02:42.400 --> 00:02:44.510 And we know that paper beats rock, 00:02:44.510 --> 00:02:47.410 so this is another situation where Violet wins 00:02:47.410 --> 00:02:50.350 and she gets two points in any scenario where she wins. 00:02:50.350 --> 00:02:51.780 So that's two points. 00:02:51.780 --> 00:02:54.390 And now, what about this one over here? 00:02:54.390 --> 00:02:57.163 Pause this video and think about what number goes there. 00:02:58.340 --> 00:03:01.040 Well, this is a situation where Violet picks paper 00:03:01.040 --> 00:03:03.130 and Lennox picks scissors. 00:03:03.130 --> 00:03:05.270 We know scissors beats paper 00:03:05.270 --> 00:03:06.950 'cause it can cut it up, I guess, 00:03:06.950 --> 00:03:09.360 and so Lennox has won with scissors. 00:03:09.360 --> 00:03:12.070 And we see here, I'll do it in a different color, 00:03:12.070 --> 00:03:15.180 Lennox wins with scissors, she gets one point. 00:03:15.180 --> 00:03:17.320 So you might be tempted to write a one here 00:03:17.320 --> 00:03:19.410 but remember, that's Lennox getting a point. 00:03:19.410 --> 00:03:21.610 So this is all about how many points does Violet get 00:03:21.610 --> 00:03:23.910 and we said that would be negative one point 00:03:23.910 --> 00:03:26.290 if it's going to Lennox. 00:03:26.290 --> 00:03:30.200 And then, let's think about this last row here. 00:03:30.200 --> 00:03:31.650 What does this entry represent? 00:03:31.650 --> 00:03:32.740 What number should go there? 00:03:32.740 --> 00:03:34.490 Pause the video and think about it. 00:03:35.520 --> 00:03:37.460 Well, this is Violet picking scissors 00:03:37.460 --> 00:03:39.070 and Lennox picking rock. 00:03:39.070 --> 00:03:41.150 Now, we know that rock beats scissors 00:03:41.150 --> 00:03:42.890 'cause I guess it can bash it up, 00:03:42.890 --> 00:03:46.700 and so Lennox in this scenario has won with rock, 00:03:46.700 --> 00:03:49.130 and we know, I'll pick another color here, 00:03:49.130 --> 00:03:52.500 when Lennox wins with rock, she gets three points. 00:03:52.500 --> 00:03:54.300 So Lennox is getting three points here. 00:03:54.300 --> 00:03:56.030 This matrix is all about what does Violet get 00:03:56.030 --> 00:03:58.000 so we wanna put a negative three here 00:03:58.000 --> 00:03:59.690 'cause that's three points for Lennox. 00:03:59.690 --> 00:04:03.590 Remember, a negative number means Lennox gets those points. 00:04:03.590 --> 00:04:07.873 And one last entry, what do you think should go there? 00:04:09.550 --> 00:04:11.860 Well, this is Violet picking scissors 00:04:11.860 --> 00:04:14.550 and Lennox picking paper. 00:04:14.550 --> 00:04:17.230 So we know that scissors beats paper 00:04:17.230 --> 00:04:18.330 'cause it can cut it up, 00:04:18.330 --> 00:04:21.040 and we know that in any situation where Violet wins, 00:04:21.040 --> 00:04:23.740 'cause she won with scissors here, she gets two points. 00:04:23.740 --> 00:04:27.320 So that is two points, just like that. 00:04:27.320 --> 00:04:28.620 So we filled in the matrix 00:04:28.620 --> 00:04:30.230 and now we have to answer this question. 00:04:30.230 --> 00:04:33.980 Assuming Lennox picks her shape entirely at random, 00:04:33.980 --> 00:04:38.090 what shape should Violet choose to maximize her chances 00:04:38.090 --> 00:04:40.130 of getting the most points? 00:04:40.130 --> 00:04:43.000 So pause the video and see if this matrix is helpful 00:04:43.000 --> 00:04:44.800 for figuring out the answer to that. 00:04:46.190 --> 00:04:47.150 All right. 00:04:47.150 --> 00:04:50.030 So, this obviously isn't an exercise on probability, 00:04:50.030 --> 00:04:52.210 but just as a little bit of a review, 00:04:52.210 --> 00:04:55.330 one way to think about it is when Violet picks rock, 00:04:55.330 --> 00:04:57.010 here are the scenarios, 00:04:57.010 --> 00:04:59.400 here are the outcomes that might happen. 00:04:59.400 --> 00:05:02.430 Now, they're telling us that Lennox picks at random 00:05:02.430 --> 00:05:04.840 so there would be a 1/3 chance that Lennox picks rock, 00:05:04.840 --> 00:05:07.270 1/3 paper, 1/3 scissors. 00:05:07.270 --> 00:05:09.490 And since these are equally likely 00:05:09.490 --> 00:05:12.330 'cause they're saying that Lennox is picking at random, 00:05:12.330 --> 00:05:13.310 you can get the, 00:05:13.310 --> 00:05:16.070 what is sometimes known as the expected value here, 00:05:16.070 --> 00:05:19.000 by taking the average of these three numbers. 00:05:19.000 --> 00:05:19.940 Another way to think about it would be 00:05:19.940 --> 00:05:24.940 1/3 X 0 + 1/3 X -2 + 1/3 X 2. 00:05:25.700 --> 00:05:27.900 If you wanna go dig deeper into expected value, 00:05:27.900 --> 00:05:29.880 there's a lot of that on Khan Academy, 00:05:29.880 --> 00:05:31.910 but we can really just take the average of these numbers. 00:05:31.910 --> 00:05:33.300 Add them up and divide by three 00:05:33.300 --> 00:05:34.660 is another way to think about it. 00:05:34.660 --> 00:05:37.000 And so, here the expected value 00:05:37.000 --> 00:05:39.110 is going to be if we take the sum, 00:05:39.110 --> 00:05:41.260 we get 0 + -2 + 2. 00:05:41.260 --> 00:05:42.780 Well, that all sums up to 0, 00:05:42.780 --> 00:05:45.370 divided by 3, you get to 0. 00:05:45.370 --> 00:05:48.090 So I'll just write this 0 here as the expected value 00:05:48.090 --> 00:05:51.820 when Violet picks rock and Lennox picks at random. 00:05:51.820 --> 00:05:56.130 Now, in this second scenario, let's take the average. 00:05:56.130 --> 00:05:58.370 If we add all three of these up, 00:05:58.370 --> 00:06:02.070 you get 2 + 0 + -1, which is 1, divide by 3, 00:06:02.070 --> 00:06:05.640 you're gonna get 1/3 as the expected value 00:06:05.640 --> 00:06:07.210 of the points for Violet. 00:06:07.210 --> 00:06:09.800 And then in that last scenario, 00:06:09.800 --> 00:06:13.270 if you add all of these up, you get -1, 00:06:13.270 --> 00:06:14.270 divide by 3 is -1/3. 00:06:16.300 --> 00:06:19.690 So it looks like the best expected value for Violet, 00:06:19.690 --> 00:06:22.110 assuming that Lennox is going to pick at random, 00:06:22.110 --> 00:06:23.510 is to go with paper. 00:06:23.510 --> 00:06:26.640 You have a positive 1/3 expected value. 00:06:26.640 --> 00:06:29.220 So what shape should Violet choose to maximize her chances 00:06:29.220 --> 00:06:30.940 of getting the most points? 00:06:30.940 --> 00:06:32.150 Paper. 00:06:32.150 --> 00:06:33.630 Now, of course that's assuming Lennox 00:06:33.630 --> 00:06:35.050 always picks at random. 00:06:35.050 --> 00:06:36.730 Obviously, if Lennox catches on 00:06:36.730 --> 00:06:38.030 that Violet keeps picking paper, 00:06:38.030 --> 00:06:39.970 Lennox would adjust their strategy. 00:06:39.970 --> 00:06:41.670 But that gets a little bit deeper.
Using matrices to represent data: Networks
https://www.youtube.com/watch?v=IxmFLAPSx5I
vtt
https://www.youtube.com/api/timedtext?v=IxmFLAPSx5I&ei=6VWUZafpKYa3vdIP9NOowAw&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=D8E7696AFD81B0B4D7EC199765EE2DBC03258158.CBFD3BBBEB5D7A8FD8E01B147B8C5483894BDE30&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.620 --> 00:00:02.330 - [Instructor] We're told this network diagram 00:00:02.330 --> 00:00:06.040 represents the different train routes between three cities. 00:00:06.040 --> 00:00:09.690 Each node is a city and each directed arrow 00:00:09.690 --> 00:00:14.160 represents a direct bus route from city to city. 00:00:14.160 --> 00:00:19.160 So for example, this arrow right over here, 00:00:19.200 --> 00:00:21.840 I guess would represent a direct bus route 00:00:21.840 --> 00:00:25.990 that starts in city three and ends in city one, 00:00:25.990 --> 00:00:30.360 while this arrow that has an arrow on both sides 00:00:30.360 --> 00:00:33.120 shows a route that both starts 00:00:33.120 --> 00:00:35.320 in city three and ends in city one, 00:00:35.320 --> 00:00:40.320 and a route that starts in city one and ends in city three. 00:00:40.430 --> 00:00:43.080 So it says, complete the matrix so it represents 00:00:43.080 --> 00:00:46.120 the number of direct routes between the cities, 00:00:46.120 --> 00:00:50.270 where rows are starting points and columns are end points. 00:00:50.270 --> 00:00:52.250 So this is the matrix right over here. 00:00:52.250 --> 00:00:54.130 I encourage you if you feel so inspired, 00:00:54.130 --> 00:00:55.940 and I encourage you to feel so inspired, 00:00:55.940 --> 00:00:57.480 pause this video and see if you can 00:00:57.480 --> 00:00:59.580 fill out this matrix right over here. 00:00:59.580 --> 00:01:01.960 You have nine entries in this matrix 00:01:01.960 --> 00:01:03.330 for each of these combinations 00:01:03.330 --> 00:01:05.430 between the starting city and ending city. 00:01:06.280 --> 00:01:07.640 All right, now let's do it together. 00:01:07.640 --> 00:01:09.360 So, what would go here? 00:01:09.360 --> 00:01:11.350 This would be the number of direct routes 00:01:11.350 --> 00:01:15.550 that start at city one and end at city one. 00:01:15.550 --> 00:01:18.690 So if we start at city one, 00:01:18.690 --> 00:01:22.230 are there any things that then end at city one? 00:01:22.230 --> 00:01:23.063 Well, no. 00:01:23.063 --> 00:01:24.300 It doesn't look like there's anything 00:01:24.300 --> 00:01:26.860 that starts at city one and ends at city one. 00:01:26.860 --> 00:01:29.000 So I'll put a zero there. 00:01:29.000 --> 00:01:31.220 What about this one right over here? 00:01:31.220 --> 00:01:34.690 Well it needs to start at city one and end at city two. 00:01:34.690 --> 00:01:35.523 So let's see. 00:01:35.523 --> 00:01:39.710 This starts at city one and ends at city two, so that's one. 00:01:39.710 --> 00:01:41.850 We get two. 00:01:41.850 --> 00:01:44.320 And then we get three. 00:01:44.320 --> 00:01:47.430 And then we get four, 'cause you can start at city one here 00:01:47.430 --> 00:01:50.170 and then end at city two. 00:01:50.170 --> 00:01:51.533 So we get four. 00:01:52.510 --> 00:01:55.800 Now how many start at city one and end at city three? 00:01:55.800 --> 00:01:58.540 Pause this video and think about that, actually. 00:01:58.540 --> 00:02:00.000 All right, we're gonna start at city one 00:02:00.000 --> 00:02:02.100 and end at city three. 00:02:02.100 --> 00:02:03.800 I'm going to get another color out here. 00:02:03.800 --> 00:02:06.210 So I could start here and go on this route 00:02:06.210 --> 00:02:09.480 and 'cause this arrow ends at city three, so that's one. 00:02:09.480 --> 00:02:12.610 This middle one does not start at city one 00:02:12.610 --> 00:02:13.530 and end at city three. 00:02:13.530 --> 00:02:16.100 It goes the other way around, so I'm not gonna count that. 00:02:16.100 --> 00:02:19.030 This one right over here, I can go either way, 00:02:19.030 --> 00:02:21.510 so I could start at city one and end at city three, 00:02:21.510 --> 00:02:23.304 'cause we have that arrow there. 00:02:23.304 --> 00:02:25.330 And those look like the only two 00:02:25.330 --> 00:02:29.760 that start at city one and end at city three. 00:02:29.760 --> 00:02:32.980 So that looks like, go back to the original color, 00:02:32.980 --> 00:02:35.080 two routes right over there. 00:02:35.080 --> 00:02:38.623 Now what about starting at city two and ending at city one? 00:02:39.610 --> 00:02:43.260 Well, if we start at city two and end at city one, 00:02:43.260 --> 00:02:44.500 these three over here, 00:02:44.500 --> 00:02:46.870 all of these start at one and end at two. 00:02:46.870 --> 00:02:48.340 They don't go the other way. 00:02:48.340 --> 00:02:50.580 But this one on top with the double arrows 00:02:50.580 --> 00:02:51.413 you can go either way. 00:02:51.413 --> 00:02:56.413 So you could start at city two and end at city one. 00:02:56.700 --> 00:02:59.400 So there's one route here. 00:02:59.400 --> 00:03:00.659 Let's see. 00:03:00.659 --> 00:03:02.420 Start at city two, end at city two. 00:03:02.420 --> 00:03:04.450 Well, I don't see anything that looks 00:03:04.450 --> 00:03:06.460 like that for city two, 00:03:06.460 --> 00:03:08.730 so this is going to be a zero. 00:03:08.730 --> 00:03:11.370 And then starts at city two, ends at city three. 00:03:11.370 --> 00:03:14.600 So starts at city two, ends at city three. 00:03:14.600 --> 00:03:16.250 This arrow doesn't count, 'cause this 00:03:16.250 --> 00:03:18.870 starts at three, ends at two, not the other way around. 00:03:18.870 --> 00:03:21.060 So we get a zero there as well. 00:03:21.060 --> 00:03:23.260 And then let's go to city three. 00:03:23.260 --> 00:03:26.470 How many start at three and end at one? 00:03:26.470 --> 00:03:29.420 So start at three and end at one? 00:03:29.420 --> 00:03:31.810 So this two-way arrow, you could do that. 00:03:31.810 --> 00:03:35.940 You could start at three and end at one, so that's one. 00:03:35.940 --> 00:03:38.640 Then this one right over here starts at three 00:03:38.640 --> 00:03:41.140 and ends at one because we can see the arrow 00:03:41.140 --> 00:03:43.390 points to one right over there. 00:03:43.390 --> 00:03:48.110 And then it looks like, and actually this one, 00:03:48.110 --> 00:03:49.530 I have so much that I've written here 00:03:49.530 --> 00:03:51.860 that I actually can't see too well the original. 00:03:51.860 --> 00:03:54.390 Let me erase it actually, so I can make sure 00:03:54.390 --> 00:03:55.570 I'm seeing things properly. 00:03:55.570 --> 00:03:58.310 Yeah, that one, too, looks like, 00:03:58.310 --> 00:04:02.070 so this one I can do, and then this one 00:04:02.070 --> 00:04:07.070 I can start at city three and end at city one, as well. 00:04:07.390 --> 00:04:11.580 So it looks like we have three paths there. 00:04:11.580 --> 00:04:14.220 Now start at city three, end at city two. 00:04:14.220 --> 00:04:16.190 That one's a little bit more straight forward. 00:04:16.190 --> 00:04:19.530 That's that path there, so that is one. 00:04:19.530 --> 00:04:21.900 And then starts at city three, ends at city three. 00:04:21.900 --> 00:04:23.850 Well, we have this one right over here. 00:04:24.780 --> 00:04:27.130 That's the only one, so I would put one. 00:04:27.130 --> 00:04:27.963 So there you have it. 00:04:27.963 --> 00:04:30.920 We have filled in this matrix. 00:04:30.920 --> 00:04:34.560 So which city has the most incoming routes? 00:04:34.560 --> 00:04:36.410 Pause the video and think about that. 00:04:37.260 --> 00:04:39.870 So the city with the most incoming routes, 00:04:39.870 --> 00:04:43.230 we can look at the cities that are the end points, 00:04:43.230 --> 00:04:48.070 and so city one has a total of zero plus one plus three, 00:04:48.070 --> 00:04:50.250 has four incoming routes. 00:04:50.250 --> 00:04:54.940 City two has a total of four plus one, five incoming routes. 00:04:54.940 --> 00:04:58.480 And city three has a total of two plus zero plus one, 00:04:58.480 --> 00:05:00.300 has three incoming routes. 00:05:00.300 --> 00:05:05.140 So it looks like this would be city two 00:05:05.140 --> 00:05:07.000 with five incoming routes. 00:05:07.000 --> 00:05:09.400 Which city has the most outgoing routes? 00:05:09.400 --> 00:05:11.260 Well, then we would just look the other way. 00:05:11.260 --> 00:05:14.000 Actually, pause the video and think about that. 00:05:14.000 --> 00:05:15.400 Well, it looks like city one 00:05:16.500 --> 00:05:19.040 has six outgoing routes. 00:05:19.040 --> 00:05:21.960 City two only has one outgoing route. 00:05:21.960 --> 00:05:23.690 I'm just adding up along the row. 00:05:23.690 --> 00:05:28.450 And city three has, looks like five outgoing routes. 00:05:28.450 --> 00:05:31.200 So city one was zero plus four plus two. 00:05:31.200 --> 00:05:33.630 There's a total of six routes that start at city one 00:05:33.630 --> 00:05:38.630 and go out of the city, so that is city one with six routes.
Human population dynamics
https://www.youtube.com/watch?v=jKfojKK-8Zk
vtt
https://www.youtube.com/api/timedtext?v=jKfojKK-8Zk&ei=6VWUZfjxHNGdp-oP6Kq-iAY&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=7E2283C43E6063F1A6BD670E97D5A5F401C49EA7.C529CBF727BED96BCDD137F62FF83CC9788F2CFE&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.720 --> 00:00:01.560 - [Instructor] What we have here 00:00:01.560 --> 00:00:03.660 is a really interesting visual 00:00:03.660 --> 00:00:06.470 that shows world population growth 00:00:06.470 --> 00:00:09.940 from 1750 all the way to 2100. 00:00:09.940 --> 00:00:12.070 And obviously this isn't 2100 yet. 00:00:12.070 --> 00:00:15.480 So it's doing some projecting for roughly the next 80 years. 00:00:15.480 --> 00:00:18.390 It also shows the absolute world population 00:00:18.390 --> 00:00:19.940 over that time period. 00:00:19.940 --> 00:00:22.570 So just to make sure we're understanding this graphic, 00:00:22.570 --> 00:00:26.540 our horizontal axis here, we can see the years going by. 00:00:26.540 --> 00:00:30.280 You can view that as our time axis, starting with the 1750 00:00:30.280 --> 00:00:33.100 right over here, going all the way to 2100. 00:00:33.100 --> 00:00:35.730 Now we are here in, when I'm making this video 00:00:35.730 --> 00:00:39.850 is 2021 but this graphic was made in 2015. 00:00:39.850 --> 00:00:44.850 So everything beyond 2015 is considered to be a projection. 00:00:45.220 --> 00:00:48.090 Now on this left-hand vertical axis, 00:00:48.090 --> 00:00:51.950 this is really the rate of world population growth, 00:00:51.950 --> 00:00:53.740 the growth rate that it has here. 00:00:53.740 --> 00:00:57.300 And I could write that down just to make it more clear. 00:00:57.300 --> 00:01:00.460 This is the growth rate axis 00:01:00.460 --> 00:01:03.130 and we have a right vertical axis here 00:01:03.130 --> 00:01:04.740 because we're really showing two different things. 00:01:04.740 --> 00:01:06.240 We're showing the annual growth rate 00:01:06.240 --> 00:01:07.800 of world population in red. 00:01:07.800 --> 00:01:10.470 And then we're showing the absolute world population 00:01:10.470 --> 00:01:12.350 in this blue curve right over here. 00:01:12.350 --> 00:01:17.350 And so we could view this axis as world population. 00:01:19.990 --> 00:01:22.130 Now there's a bunch of really interesting things here. 00:01:22.130 --> 00:01:23.170 One, you might just wonder, well 00:01:23.170 --> 00:01:26.550 what was the world population around 1750? 00:01:26.550 --> 00:01:29.180 And if you look at this and these are obviously estimates 00:01:29.180 --> 00:01:32.820 because you did not have a global census back in 1750, 00:01:32.820 --> 00:01:36.190 it was around seven or 800 million people. 00:01:36.190 --> 00:01:39.890 Now what's interesting is that's not a lot larger 00:01:39.890 --> 00:01:42.740 than the number of people that we had at say the time 00:01:42.740 --> 00:01:44.280 of Jesus, which is also the time 00:01:44.280 --> 00:01:47.660 of the Roman empire and Han China, where it's estimated 00:01:47.660 --> 00:01:50.890 that at around that time period around 2000 years ago 00:01:50.890 --> 00:01:54.340 the world population was around 300 million people. 00:01:54.340 --> 00:01:56.460 But then we see something interesting happening 00:01:56.460 --> 00:01:59.380 over the next several centuries from 1750 00:01:59.380 --> 00:02:02.610 it seems to start growing pretty dramatically. 00:02:02.610 --> 00:02:04.150 And we could see why that is. 00:02:04.150 --> 00:02:08.650 We can see the growth rate of population for a while. 00:02:08.650 --> 00:02:11.850 If we look at this red curve, the growth rate 00:02:11.850 --> 00:02:16.660 of world population was around 0.6%, but it looks 00:02:16.660 --> 00:02:20.910 like in the early 20th century, right around here, 00:02:20.910 --> 00:02:24.380 the rate of growth of world population starts 00:02:24.380 --> 00:02:28.320 to really increase where at least based on this 00:02:28.320 --> 00:02:33.320 it looks like around the 1970s, 00:02:33.370 --> 00:02:38.000 world population the growth rate peaked out at 2.1%. 00:02:38.000 --> 00:02:40.580 Now the question might be, why was this happening? 00:02:40.580 --> 00:02:43.480 Why did the rate of growth increased so much? 00:02:43.480 --> 00:02:46.390 Well, the main argument is as we became a more 00:02:46.390 --> 00:02:49.560 industrial society, healthcare would have improved. 00:02:49.560 --> 00:02:52.370 So child mortality would have gone down. 00:02:52.370 --> 00:02:54.680 People would have died of fewer diseases. 00:02:54.680 --> 00:02:55.630 At the same time 00:02:55.630 --> 00:02:58.480 we would have gotten more efficient with agriculture. 00:02:58.480 --> 00:03:02.310 We would have had farming methods, so more people 00:03:02.310 --> 00:03:03.510 so food would get cheaper. 00:03:03.510 --> 00:03:04.410 It would be more abundant. 00:03:04.410 --> 00:03:06.530 More people would have access to nutrition 00:03:06.530 --> 00:03:10.630 and all of those would drive the growth rate up. 00:03:10.630 --> 00:03:12.650 Now, an interesting question that folks have been thinking 00:03:12.650 --> 00:03:15.990 about for many hundreds of years, is there a limit 00:03:15.990 --> 00:03:19.720 to how much human population the earth can sustain? 00:03:19.720 --> 00:03:21.700 And so they've introduced this idea 00:03:21.700 --> 00:03:24.130 known as carrying capacity. 00:03:24.130 --> 00:03:27.680 Why do we use the letter K for capacity when capacity starts 00:03:27.680 --> 00:03:31.660 with a C, because a version of that word in German starts 00:03:31.660 --> 00:03:33.970 with a K and there's always been this notion 00:03:33.970 --> 00:03:35.240 that for a given species 00:03:35.240 --> 00:03:38.430 there's gotta be some maximum capacity 00:03:38.430 --> 00:03:41.120 that an ecosystem can sustain. 00:03:41.120 --> 00:03:42.940 And there's folks like Thomas Malthus, 00:03:42.940 --> 00:03:45.300 who's theorized that there must be some limit 00:03:45.300 --> 00:03:47.440 to how many people there could be on the planet. 00:03:47.440 --> 00:03:48.940 Just based on how much land there is, 00:03:48.940 --> 00:03:52.450 how much nutrition or how much resources there are. 00:03:52.450 --> 00:03:53.760 But the carrying capacity 00:03:53.760 --> 00:03:56.750 for humanity is really an open question 00:03:56.750 --> 00:03:59.610 because our technology is constantly on the move. 00:03:59.610 --> 00:04:01.360 We constantly are getting better 00:04:01.360 --> 00:04:04.190 at using our resources more efficiently 00:04:04.190 --> 00:04:05.940 going into new ecosystems. 00:04:05.940 --> 00:04:07.010 Now it's a huge debate. 00:04:07.010 --> 00:04:08.550 How sustainable is that? 00:04:08.550 --> 00:04:10.110 And as we become more efficient 00:04:10.110 --> 00:04:13.150 are we also trashing certain parts of our ecosystem 00:04:13.150 --> 00:04:14.840 but the carrying capacity of humans, 00:04:14.840 --> 00:04:16.640 we really don't know how many people 00:04:16.640 --> 00:04:19.080 the planet earth could sustain. 00:04:19.080 --> 00:04:21.780 But we could see that the rate of population growth 00:04:21.780 --> 00:04:24.810 starts to decline after 1970. 00:04:24.810 --> 00:04:26.880 And the main argument for this, 00:04:26.880 --> 00:04:28.970 and we've seen this and recover this in other videos 00:04:28.970 --> 00:04:31.830 when we study countries that are still developing 00:04:31.830 --> 00:04:33.810 and countries that would be considered industrial 00:04:33.810 --> 00:04:35.290 or even post-industrial, 00:04:35.290 --> 00:04:38.710 is that as countries develop and become wealthier 00:04:38.710 --> 00:04:41.680 you might have more women entering into the workforce. 00:04:41.680 --> 00:04:43.820 You might have more family planning. 00:04:43.820 --> 00:04:45.780 Women have more control over their destiny, 00:04:45.780 --> 00:04:49.890 get education longer, and people just have fewer children. 00:04:49.890 --> 00:04:52.660 And so as people have fewer children 00:04:52.660 --> 00:04:54.330 you could see that the world that, 00:04:54.330 --> 00:04:56.490 especially we see this in industrial 00:04:56.490 --> 00:04:58.030 and post-industrial countries, 00:04:58.030 --> 00:05:00.280 the growth rate starts to come down. 00:05:00.280 --> 00:05:02.980 And so the aggregate growth rate is coming down, arguably 00:05:02.980 --> 00:05:05.410 because more and more countries are becoming wealthier, 00:05:05.410 --> 00:05:08.000 have better healthcare, better rights for women. 00:05:08.000 --> 00:05:11.160 And we even see today that when you look at countries 00:05:11.160 --> 00:05:16.160 that are developed being their growth rate is around 1.2% 00:05:16.410 --> 00:05:18.680 while more economically developed nations 00:05:18.680 --> 00:05:20.767 aren't around 0.2%. 00:05:20.767 --> 00:05:23.120 So there's definitely that correlation between the two. 00:05:23.120 --> 00:05:25.810 And of course, this growth rate that you see in red 00:05:25.810 --> 00:05:28.290 is going to affect the absolute population. 00:05:28.290 --> 00:05:31.070 And so it's no coincidence that at the same time 00:05:31.070 --> 00:05:34.060 that the growth rate started to go up like that. 00:05:34.060 --> 00:05:36.120 We see that the population 00:05:36.120 --> 00:05:38.630 in absolute terms starts to accelerate. 00:05:38.630 --> 00:05:42.320 And just over, let's say the last hundred years 00:05:42.320 --> 00:05:45.300 we've gone from 1.6, 5 billion. 00:05:45.300 --> 00:05:47.260 I guess if we go back a hundred years to 1920 00:05:47.260 --> 00:05:49.710 it looks like we're approaching 2 billion folks. 00:05:49.710 --> 00:05:50.700 And now we're sitting 00:05:50.700 --> 00:05:53.140 at roughly seven and a half billion folks. 00:05:53.140 --> 00:05:55.540 So the world population roughly doubled 00:05:55.540 --> 00:05:59.810 over the, last let's 2000 years prior to this chart. 00:05:59.810 --> 00:06:04.560 But then over this chart over just the last 270 years 00:06:04.560 --> 00:06:07.750 our world population has grown pretty much 00:06:07.750 --> 00:06:09.750 by a factor of 10. 00:06:09.750 --> 00:06:11.660 Now we don't know how sustainable that would be 00:06:11.660 --> 00:06:13.540 if our growth rate were to continue, 00:06:13.540 --> 00:06:16.950 but it does look like that growth rate is moderating 00:06:16.950 --> 00:06:19.140 and at least the projections in this chart 00:06:19.140 --> 00:06:22.790 have a starting to approach 11 billion, maybe over time 00:06:22.790 --> 00:06:26.090 12 billion and maybe stabilize someplace around there. 00:06:26.090 --> 00:06:28.583 But it's an interesting thing to think about.
Khan Kickoff Pep Talk: Brandi Chastain
https://www.youtube.com/watch?v=bGSCMJmbMUI
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WEBVTT Kind: captions Language: en 00:00:00.521 --> 00:00:02.860 - Hello, Khan Academy students. 00:00:02.860 --> 00:00:04.038 This is Brandi Chastain, 00:00:04.038 --> 00:00:07.090 former U.S. Women's National Team member, 00:00:07.090 --> 00:00:10.068 Olympic gold medalist and World Cup champion. 00:00:10.068 --> 00:00:13.991 And I'm here to say to you that 00:00:13.991 --> 00:00:17.090 what you're doing is not easy. 00:00:17.090 --> 00:00:19.970 Trying to learn in an adverse environment, 00:00:19.970 --> 00:00:23.700 to be a champion takes a lot of determination, 00:00:23.700 --> 00:00:28.016 desire, resiliency, it takes a lot of falling down 00:00:28.016 --> 00:00:29.496 and getting back up 00:00:29.496 --> 00:00:32.533 and I want you to know that anything 00:00:32.533 --> 00:00:35.988 that is worthwhile is worth fighting for, 00:00:35.988 --> 00:00:40.988 is worth getting dirty, it's worth getting a couple scrapes. 00:00:41.070 --> 00:00:43.974 And if it were easy, everybody would be doing it 00:00:43.974 --> 00:00:45.950 and it wouldn't be a big deal, 00:00:45.950 --> 00:00:47.420 but what you're doing is a big deal. 00:00:47.420 --> 00:00:50.555 You're challenging yourselves to learn like champions, 00:00:50.555 --> 00:00:54.447 and to be a champion takes time, it's a process, 00:00:54.447 --> 00:00:56.874 it's not always going to be smooth 00:00:56.874 --> 00:01:01.060 and most of the time success isn't this upward ascension, 00:01:01.060 --> 00:01:04.310 straight line to gold medals. 00:01:04.310 --> 00:01:07.030 So remember that what you're doing 00:01:08.869 --> 00:01:12.540 is really a life's work and a life's journey. 00:01:12.540 --> 00:01:15.560 And when you get to be my age, (chuckles) 00:01:15.560 --> 00:01:17.465 you'll understand that maybe a little bit more, 00:01:17.465 --> 00:01:20.500 but you can look back and say, "I stuck with it, 00:01:20.500 --> 00:01:24.479 it wasn't easy, sometimes I wanted to give up". 00:01:24.479 --> 00:01:28.820 I know that along my journey to playing in the Olympics 00:01:28.820 --> 00:01:31.501 and being on the World Cup team 00:01:31.501 --> 00:01:34.120 and scoring that final penalty kick goal, 00:01:34.120 --> 00:01:37.263 where I got to do a little celebrating, 00:01:39.690 --> 00:01:40.580 it wasn't easy. 00:01:40.580 --> 00:01:44.452 I was on the team, cut from the team. 00:01:44.452 --> 00:01:46.493 I made the team in a different position 00:01:46.493 --> 00:01:48.450 which I'd never played before. 00:01:48.450 --> 00:01:52.437 And when that was presented to me, I had a choice. 00:01:52.437 --> 00:01:54.503 Did I wanna be on the team 00:01:54.503 --> 00:01:59.489 and try to make a contribution to a positive outcome, 00:01:59.489 --> 00:02:02.610 or was I more prideful and say, "No, that's not my position, 00:02:02.610 --> 00:02:03.930 I wanna play my position". 00:02:03.930 --> 00:02:06.550 And I realized that being on the team 00:02:06.550 --> 00:02:08.050 and having a chance to get 00:02:08.050 --> 00:02:10.052 into the game was really what I wanted. 00:02:10.052 --> 00:02:11.925 So I want you to remember 00:02:11.925 --> 00:02:16.925 that when things just get tough, you got this. 00:02:17.770 --> 00:02:21.963 You got to remember, you are talented, you're smart. 00:02:23.040 --> 00:02:26.062 We all have a competitor inside of us 00:02:26.062 --> 00:02:28.750 and you have to be willing to allow it 00:02:28.750 --> 00:02:32.555 to come out and don't settle, never settle. 00:02:32.555 --> 00:02:35.448 Becoming a gold medalist is definitely not about settling, 00:02:35.448 --> 00:02:39.038 and you in 2021, we'll be champions. 00:02:39.038 --> 00:02:42.730 So I'm going to hopefully give you 00:02:42.730 --> 00:02:44.555 your first gold medal ever. 00:02:44.555 --> 00:02:48.490 So if you bow your head, here comes the gold medal. 00:02:48.490 --> 00:02:50.320 There it is. 00:02:50.320 --> 00:02:54.480 You are now on team Brandi and we are strong 00:02:54.480 --> 00:02:57.960 and we are resilient and we get the job done. 00:02:57.960 --> 00:02:59.551 So all the best to you in 2021. 00:02:59.551 --> 00:03:02.486 Hopefully at some point we'll meet on a soccer field 00:03:02.486 --> 00:03:04.670 or somewhere else near you. 00:03:04.670 --> 00:03:05.503 Take care.
Types of catalysts
https://www.youtube.com/watch?v=5Tw9Yp-YuVU
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WEBVTT Kind: captions Language: en 00:00:00.520 --> 00:00:02.240 - [Instructor] A catalyst speeds up a reaction 00:00:02.240 --> 00:00:04.550 by lowering the activation energy. 00:00:04.550 --> 00:00:05.740 And there are many types of catalysts. 00:00:05.740 --> 00:00:07.630 And first we're going to look at enzymes 00:00:07.630 --> 00:00:10.984 which are biological catalysts. 00:00:10.984 --> 00:00:13.884 Let's say that this represents our enzyme, 00:00:13.884 --> 00:00:17.294 and the place where the reaction occurs 00:00:17.294 --> 00:00:19.677 is called the active site of the enzyme. 00:00:19.677 --> 00:00:23.160 So right in here, let's say this is our active site. 00:00:23.160 --> 00:00:26.165 And then the substance that reacts at the active site 00:00:26.165 --> 00:00:28.908 is called the substrate. 00:00:28.908 --> 00:00:33.298 So this little picture here with two triangles together, 00:00:33.298 --> 00:00:36.382 that's the substrate for our reaction. 00:00:36.382 --> 00:00:37.700 In the next step, 00:00:37.700 --> 00:00:42.640 the substrate binds to the enzyme at the active site. 00:00:42.640 --> 00:00:44.560 And when the substrate binds, 00:00:44.560 --> 00:00:46.940 the substrate can produce changes in the shape 00:00:46.940 --> 00:00:49.732 of the active site, that allow for better binding. 00:00:49.732 --> 00:00:52.366 So on the left here, we can see how the shape 00:00:52.366 --> 00:00:55.367 of the active site changes slightly 00:00:55.367 --> 00:00:58.688 when the substrate binds to it. 00:00:58.688 --> 00:01:02.686 This formation of the enzyme substrate complex 00:01:02.686 --> 00:01:06.562 is called the induced fit model. 00:01:06.562 --> 00:01:10.322 The substrate interacts with the enzyme 00:01:10.322 --> 00:01:13.926 through non-covalent interactions in the active site. 00:01:13.926 --> 00:01:15.827 So things like hydrogen bonding 00:01:15.827 --> 00:01:18.299 or dipole-dipole interactions. 00:01:18.299 --> 00:01:20.618 Perhaps some of these non-covalent interactions 00:01:20.618 --> 00:01:22.990 cause a shift in electron density 00:01:22.990 --> 00:01:24.001 which make it easier 00:01:24.001 --> 00:01:27.770 to reach the transition state for the reaction. 00:01:27.770 --> 00:01:30.346 Therefore lowering the activation energy 00:01:30.346 --> 00:01:34.030 and speeding up the overall reaction. 00:01:34.030 --> 00:01:37.050 Next let's say the bond between the two triangles breaks 00:01:37.050 --> 00:01:39.410 and we get our two products here. 00:01:39.410 --> 00:01:41.520 So two individual triangles. 00:01:41.520 --> 00:01:44.725 And the enzyme active site goes back to the original shape 00:01:44.725 --> 00:01:48.750 and it's ready to catalyze another reaction. 00:01:48.750 --> 00:01:51.145 Next, let's talk about a homogeneous catalyst, 00:01:51.145 --> 00:01:52.813 which is a catalyst that's present 00:01:52.813 --> 00:01:57.256 in the same phase as the reactants in a reaction mixture. 00:01:57.256 --> 00:02:01.014 So let's look at the hydrolysis of sucrose 00:02:01.014 --> 00:02:04.803 to turn into glucose and fructose. 00:02:04.803 --> 00:02:06.850 This reaction can be catalyzed 00:02:06.850 --> 00:02:09.620 by the hydronium ion H30+. 00:02:09.620 --> 00:02:13.080 And since sucrose, our reactant is an aqueous solution, 00:02:13.080 --> 00:02:14.922 and so as the hydronium ion, 00:02:14.922 --> 00:02:19.435 we can say that the hydronium ion is a homogeneous catalyst. 00:02:19.435 --> 00:02:21.220 And it's a source of protons 00:02:21.220 --> 00:02:23.840 to catalyze this hydrolysis reaction. 00:02:23.840 --> 00:02:26.660 This is a drawing of the sucrose molecule, 00:02:26.660 --> 00:02:30.740 which is a disaccharide composed of two monosaccharides. 00:02:30.740 --> 00:02:32.300 Glucose is over here on the left 00:02:32.300 --> 00:02:34.978 and fructose is over here on the right. 00:02:34.978 --> 00:02:37.804 And these two monosaccharides are joined 00:02:37.804 --> 00:02:39.418 by an ether linkage. 00:02:39.418 --> 00:02:41.586 So we can see, we can see this, 00:02:41.586 --> 00:02:43.290 this connection here, alright? 00:02:43.290 --> 00:02:46.227 This oxygen in between our two monosaccharides 00:02:46.227 --> 00:02:47.740 isn't ether linkage. 00:02:47.740 --> 00:02:49.823 And ethers are fairly nonreactive. 00:02:50.965 --> 00:02:54.116 Since ethers are generally unreactive, 00:02:54.116 --> 00:02:57.700 the hydrolysis of sucrose is a pretty slow reaction. 00:02:57.700 --> 00:03:00.870 And to speed it up, we need to add an acid catalyst. 00:03:00.870 --> 00:03:02.360 So if we add an acid catalyst 00:03:02.360 --> 00:03:05.238 and we have hydronium ions in aqueous solution, 00:03:05.238 --> 00:03:08.874 a lone pair of electrons on the oxygen on the ether, 00:03:08.874 --> 00:03:10.258 will take this proton 00:03:10.258 --> 00:03:13.653 and these electrons move in to form water. 00:03:14.500 --> 00:03:15.805 Protonation of the oxygen, 00:03:15.805 --> 00:03:18.760 gives the oxygen a plus one formal charge. 00:03:18.760 --> 00:03:22.526 And allows an acid catalyzed mechanism to proceed. 00:03:22.526 --> 00:03:24.530 And there are more steps to the mechanism 00:03:24.530 --> 00:03:28.860 but ultimately sucrose is broken down to form glucose 00:03:28.860 --> 00:03:33.860 and fructose in this acid catalyzed hydrolysis of sucrose. 00:03:34.690 --> 00:03:38.374 Honey bees actually have the enzyme to convert sucrose 00:03:38.374 --> 00:03:43.374 which is table sugar, into glucose and fructose. 00:03:43.450 --> 00:03:47.524 And since fructose is sweeter than sucrose, 00:03:47.524 --> 00:03:51.220 honey is sweeter than table sugar. 00:03:51.220 --> 00:03:54.440 A heterogeneous catalyst is a catalyst that's present 00:03:54.440 --> 00:03:55.590 in a different phase 00:03:55.590 --> 00:03:58.397 from the reactants in a reaction mixture. 00:03:58.397 --> 00:04:02.370 As an example, let's look at a hydrogenation reaction. 00:04:02.370 --> 00:04:05.715 And this reaction ethene reacts with hydrogen 00:04:05.715 --> 00:04:09.903 on a surface of platinum to form ethane. 00:04:09.903 --> 00:04:13.080 Now, since the platinum is in the solid form 00:04:13.080 --> 00:04:15.843 and our reactants are in the gaseous state, 00:04:15.843 --> 00:04:20.220 the platinum is an example of a heterogeneous catalyst. 00:04:20.220 --> 00:04:23.610 So here in our picture, we have our piece of platinum metal 00:04:23.610 --> 00:04:28.610 and both the ethene molecule and hydrogen are adsorbed 00:04:29.165 --> 00:04:32.319 to the surface of the platinum metal. 00:04:32.319 --> 00:04:36.580 Next the bond between the two hydrogen atoms breaks 00:04:36.580 --> 00:04:39.470 and we get the two individual hydrogen atoms bonded 00:04:39.470 --> 00:04:41.930 to the surface of the platinum metal. 00:04:41.930 --> 00:04:43.360 Eventually these two hydrogens 00:04:43.360 --> 00:04:46.040 add across the double bond of ethene 00:04:46.040 --> 00:04:50.490 and form the ethane molecules C2H6. 00:04:50.490 --> 00:04:53.922 So the hydrogenation of ethene to form ethane 00:04:53.922 --> 00:04:58.153 is catalyzed by the presence of the platinum metal.
Multistep reaction energy profiles
https://www.youtube.com/watch?v=l4VCiJulLKw
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WEBVTT Kind: captions Language: en 00:00:00.000 --> 00:00:01.440 - [Instructor] Let's consider a reaction 00:00:01.440 --> 00:00:04.010 with the following multi-step mechanism. 00:00:04.010 --> 00:00:09.010 In step one, A reacts with BC to form AC plus B. 00:00:09.670 --> 00:00:14.670 And in step two, AC reacts with D to form A plus CD. 00:00:16.870 --> 00:00:19.050 If we add the two steps of our mechanism together 00:00:19.050 --> 00:00:20.640 we can find the balanced equation 00:00:20.640 --> 00:00:23.130 for this hypothetical reaction. 00:00:23.130 --> 00:00:25.120 So we're gonna put all of our reactants 00:00:25.120 --> 00:00:27.560 on the left side here, and we're gonna have 00:00:27.560 --> 00:00:30.800 all of our products on the right side. 00:00:30.800 --> 00:00:33.130 And we can see that AC is on the left 00:00:33.130 --> 00:00:36.450 and it's on the right side, so we can cancel that out. 00:00:36.450 --> 00:00:38.600 A is also in the left and the right side, 00:00:38.600 --> 00:00:40.530 so we can cancel that out. 00:00:40.530 --> 00:00:45.360 So the overall equation would be BC plus D 00:00:46.940 --> 00:00:51.673 goes to B plus CD. 00:00:56.002 --> 00:00:58.850 We've just seen that BC and D are our reactants 00:01:01.220 --> 00:01:05.480 and B and CD are the products 00:01:05.480 --> 00:01:07.980 for this hypothetical reaction. 00:01:07.980 --> 00:01:11.550 If we look at the mechanism, A is there in the beginning 00:01:11.550 --> 00:01:13.330 and A is there in the end. 00:01:13.330 --> 00:01:16.040 But A is not a reactant or a product, 00:01:16.040 --> 00:01:19.363 therefore A must be a catalyst. 00:01:20.600 --> 00:01:24.260 Something else that's not a reactant or a product is AC. 00:01:24.260 --> 00:01:26.150 You notice how AC was generated 00:01:26.150 --> 00:01:27.740 in the first step of our mechanism, 00:01:27.740 --> 00:01:31.630 and then AC is used up in the second step of the mechanism. 00:01:31.630 --> 00:01:36.630 Therefore AC must be the intermediate for this reaction. 00:01:41.860 --> 00:01:43.810 Next, let's look at the energy profile 00:01:43.810 --> 00:01:45.720 for this multi-step reaction. 00:01:45.720 --> 00:01:48.820 Energy profiles usually have potential energy in the y-axis 00:01:48.820 --> 00:01:51.640 and then reaction progress on the x-axis. 00:01:51.640 --> 00:01:55.270 So as we move to the right on the x-axis, 00:01:55.270 --> 00:01:56.963 the reaction is occurring. 00:01:58.310 --> 00:02:00.750 This first line on our energy profile 00:02:00.750 --> 00:02:03.750 represents the energy level of our reactants, 00:02:03.750 --> 00:02:06.330 which are BC and D. 00:02:06.330 --> 00:02:10.890 So let's go ahead and show the bond between B and C. 00:02:11.750 --> 00:02:14.980 And then we also have D present. 00:02:14.980 --> 00:02:17.140 Our catalyst is also present 00:02:17.140 --> 00:02:19.210 at the very beginning of our reactions. 00:02:19.210 --> 00:02:23.883 So I'll go ahead and draw in A above our two reactants. 00:02:26.408 --> 00:02:29.870 We can see in our energy profile that we have two hills. 00:02:29.870 --> 00:02:32.440 The first Hill corresponds to the first step 00:02:32.440 --> 00:02:34.190 of the mechanism and the second hill 00:02:34.190 --> 00:02:37.090 corresponds to the second step. 00:02:37.090 --> 00:02:40.950 So the peak of the first hill is the transition state 00:02:40.950 --> 00:02:44.250 for the first step of the mechanism. 00:02:44.250 --> 00:02:47.330 And we can see in the first step that the catalyst A, 00:02:47.330 --> 00:02:50.510 is colliding with BC or reacting with BC 00:02:50.510 --> 00:02:53.490 to form our intermediate AC. 00:02:53.490 --> 00:02:58.490 So A must collide with BC and at the transition state, 00:02:59.030 --> 00:03:02.370 the bond between B and C is breaking, 00:03:02.370 --> 00:03:07.370 and at the same time, the bond between A and C is forming. 00:03:10.380 --> 00:03:12.760 We would still have reactant D present 00:03:12.760 --> 00:03:14.330 at the top of this hill too. 00:03:14.330 --> 00:03:17.410 So I'll go ahead and draw in D here. 00:03:17.410 --> 00:03:22.410 When a collides with BC, the collision has to have 00:03:22.660 --> 00:03:27.660 enough kinetic energy to overcome the activation energy 00:03:28.280 --> 00:03:31.270 necessary for this reaction to occur. 00:03:31.270 --> 00:03:33.530 And on this energy profile, 00:03:33.530 --> 00:03:36.520 the activation energy is the difference in energy 00:03:36.520 --> 00:03:41.520 between the reactants and the transition state, 00:03:42.440 --> 00:03:44.000 so the very peak of the hill. 00:03:44.000 --> 00:03:46.900 So this difference in energy, 00:03:46.900 --> 00:03:49.310 corresponds to the activation energy 00:03:49.310 --> 00:03:53.403 for the first step of the mechanism which we will call Ea1. 00:03:54.890 --> 00:03:57.760 If we assume that the collision has enough kinetic energy 00:03:57.760 --> 00:04:00.260 to overcome the activation energy, 00:04:00.260 --> 00:04:04.610 we'll form our intermediate AC, and we'd also form B. 00:04:04.610 --> 00:04:06.650 So let's go ahead and show the bond 00:04:06.650 --> 00:04:09.960 between A and C has now been formed. 00:04:09.960 --> 00:04:12.380 So this valley here between our two hills 00:04:12.380 --> 00:04:16.330 represents the energy level of the intermediate. 00:04:16.330 --> 00:04:18.120 We would also have be present, 00:04:18.120 --> 00:04:20.990 so I can go ahead and I'll just write in B here. 00:04:20.990 --> 00:04:23.130 And then we still have some D present, 00:04:23.130 --> 00:04:25.290 D still hasn't reacted yet. 00:04:25.290 --> 00:04:27.803 So I'll go ahead and draw in D as well. 00:04:30.440 --> 00:04:31.970 Next we're ready for the second hill 00:04:31.970 --> 00:04:34.360 or the second step of our mechanism. 00:04:34.360 --> 00:04:39.060 In the second step, AC the intermediate AC reacts with D 00:04:39.060 --> 00:04:41.840 to form A and CD. 00:04:41.840 --> 00:04:45.160 So the top of this second hill would be the transition state 00:04:45.160 --> 00:04:47.240 for this second step. 00:04:47.240 --> 00:04:51.970 So we can show the bond between A and C braking, 00:04:51.970 --> 00:04:56.970 and at the same time the bond between C and D is forming. 00:04:58.980 --> 00:05:02.120 The difference in energy between the energy 00:05:02.120 --> 00:05:05.540 of the intermediate and the energy of the transition state 00:05:05.540 --> 00:05:07.660 represents the activation energy 00:05:07.660 --> 00:05:09.900 for the second step of the mechanism, 00:05:09.900 --> 00:05:12.007 which we will call Ea2. 00:05:14.650 --> 00:05:19.390 So AC and D must collide with enough kinetic energy 00:05:19.390 --> 00:05:24.390 to overcome the activation energy for this second step. 00:05:24.450 --> 00:05:28.100 If AC and D collide with enough kinetic energy, 00:05:28.100 --> 00:05:31.760 we would produce A and CD. 00:05:31.760 --> 00:05:35.130 So this line at the end here represents the energy level 00:05:35.130 --> 00:05:37.910 of our products. 00:05:37.910 --> 00:05:42.910 So CD is one of our products, so we'll write that in here. 00:05:43.530 --> 00:05:46.600 And remember B is our other products, 00:05:46.600 --> 00:05:51.330 which we formed from the first step of the mechanisms. 00:05:51.330 --> 00:05:55.640 So let's go ahead and write in here B plus CD. 00:05:55.640 --> 00:05:58.180 And we also reformed our catalyst, 00:05:58.180 --> 00:06:01.540 so A would be present here as well. 00:06:01.540 --> 00:06:04.910 Next let's compare the first activation energy Ea1 00:06:04.910 --> 00:06:08.040 with the second activation energy Ea2. 00:06:08.040 --> 00:06:10.490 Looking at the energy profile we can see that Ea1 00:06:11.741 --> 00:06:14.587 has a much greater activation energy than Ea2. 00:06:15.550 --> 00:06:20.550 So let's go ahead and write Ea1 is greater than Ea2. 00:06:20.890 --> 00:06:24.490 The smaller the activation energy, the faster the reaction, 00:06:24.490 --> 00:06:26.910 and since there's a smaller activation energy 00:06:26.910 --> 00:06:28.440 for the second step, 00:06:28.440 --> 00:06:32.320 the second step must be the faster of the two. 00:06:32.320 --> 00:06:35.440 Since the first step has the higher activation energy, 00:06:35.440 --> 00:06:40.440 the first step must be slow compared to the second step. 00:06:42.150 --> 00:06:45.070 Since the first step of the mechanism is the slow step, 00:06:45.070 --> 00:06:48.083 the first step is the rate determining step. 00:06:48.960 --> 00:06:51.620 Finally, let's Find the overall change in energy 00:06:51.620 --> 00:06:54.020 for our reaction. 00:06:54.020 --> 00:06:57.320 So to find the overall change in energy, that's Delta E, 00:06:57.320 --> 00:06:59.640 which is final minus initial. 00:06:59.640 --> 00:07:02.220 So that would be the energy of the products 00:07:02.220 --> 00:07:05.870 minus the energy of the reactants. 00:07:05.870 --> 00:07:09.320 So the energy level of the products is right here 00:07:09.320 --> 00:07:11.100 and then the energy level of the reactants 00:07:11.100 --> 00:07:11.933 is at the beginning. 00:07:11.933 --> 00:07:14.210 So let me just extend this dashed line here 00:07:14.210 --> 00:07:16.570 so we can better compare the two. 00:07:16.570 --> 00:07:18.540 Representing Delta E on a graph, 00:07:18.540 --> 00:07:20.300 it would be the difference in energy 00:07:20.300 --> 00:07:22.760 between these two lines. 00:07:22.760 --> 00:07:24.750 And since the energy of the products 00:07:24.750 --> 00:07:27.650 is greater than the energy of the reactants, 00:07:27.650 --> 00:07:29.930 we would be subtracting a smaller number 00:07:29.930 --> 00:07:31.210 from a larger number 00:07:31.210 --> 00:07:34.360 and therefore Delta E would be positive 00:07:34.360 --> 00:07:37.010 for this hypothetical reaction. 00:07:37.010 --> 00:07:39.290 And since Delta E is positive, 00:07:39.290 --> 00:07:43.563 we know that this reaction is an endothermic reaction.
Collision theory and the Maxwell–Boltzmann distribution
https://www.youtube.com/watch?v=L7R1HjA8BQ4
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en
WEBVTT Kind: captions Language: en 00:00:01.400 --> 00:00:02.233 - [Instructor] Collision theory 00:00:02.233 --> 00:00:05.130 can be related to Maxwell-Boltzmann distributions. 00:00:05.130 --> 00:00:07.590 And first we'll start with collision theory. 00:00:07.590 --> 00:00:09.970 Collision theory says that particles must collide 00:00:09.970 --> 00:00:13.860 in the proper orientation and with enough kinetic energy 00:00:13.860 --> 00:00:17.370 to overcome the activation energy barrier. 00:00:17.370 --> 00:00:21.130 So let's look at the reaction where A reacts with B and C 00:00:21.130 --> 00:00:24.420 to form AB plus C. 00:00:24.420 --> 00:00:28.240 On an energy profile, we have the reactants over here 00:00:28.240 --> 00:00:29.580 in the left. 00:00:29.580 --> 00:00:33.660 So A, atom A is colored red, 00:00:33.660 --> 00:00:36.590 and we have molecule BC over here, 00:00:36.590 --> 00:00:39.790 So these two particles must collide 00:00:39.790 --> 00:00:43.150 for the reaction to occur, 00:00:43.150 --> 00:00:45.400 and they must collide with enough energy 00:00:45.400 --> 00:00:48.070 to overcome the activation energy barrier. 00:00:48.070 --> 00:00:51.210 So the activation energy on an energy profile 00:00:51.210 --> 00:00:52.250 is the difference in energy 00:00:52.250 --> 00:00:56.010 between the peak here, which is the transition state 00:00:56.010 --> 00:00:57.610 and the energy of the reactants. 00:00:57.610 --> 00:01:01.810 So this energy here is our activation energy. 00:01:01.810 --> 00:01:04.030 The minimum amount of energy necessary 00:01:04.030 --> 00:01:06.770 for the reaction to occur. 00:01:06.770 --> 00:01:09.830 So if these particles collide with enough energy, 00:01:09.830 --> 00:01:13.920 we can just get over this activation energy barrier 00:01:13.920 --> 00:01:17.653 and the reactions can turn into our two products. 00:01:20.020 --> 00:01:22.090 If our reactant particles don't hit each other 00:01:22.090 --> 00:01:25.340 with enough energy, they simply bounce off of each other 00:01:25.340 --> 00:01:27.070 and our reaction never occurs. 00:01:27.070 --> 00:01:30.820 We never overcome this activation energy barrier. 00:01:30.820 --> 00:01:33.420 As an analogy, let's think about hitting a golf ball. 00:01:33.420 --> 00:01:35.310 So let's imagine we have a hill, 00:01:35.310 --> 00:01:37.150 and on the right side of the hill, 00:01:37.150 --> 00:01:39.050 somewhere is the hole down here, 00:01:39.050 --> 00:01:42.700 and the left side of the hill is our golf ball. 00:01:42.700 --> 00:01:45.720 So we know we have to hit this golf ball with enough force 00:01:45.720 --> 00:01:47.920 to give it enough kinetic energy 00:01:47.920 --> 00:01:49.970 for it to reach the top of the hill 00:01:49.970 --> 00:01:53.050 and to roll over the hill and go into the hole. 00:01:53.050 --> 00:01:55.320 So we can imagine this hill 00:01:55.320 --> 00:01:58.580 as being a hill of potential energy. 00:01:58.580 --> 00:02:02.080 And this golf ball needs to have enough kinetic energy 00:02:02.080 --> 00:02:06.353 to turn into enough potential energy to go over the hill. 00:02:09.390 --> 00:02:11.230 If we don't hit our golf ball hard enough, 00:02:11.230 --> 00:02:13.730 it might not have enough energy to go over the hill. 00:02:13.730 --> 00:02:16.160 So if we hit it softly, it might just roll halfway 00:02:16.160 --> 00:02:18.470 up the hill and roll back down again. 00:02:18.470 --> 00:02:23.470 Kinetic energy is equal to 1/2 MV squared. 00:02:24.770 --> 00:02:26.630 And so M would be the mass of the golf ball 00:02:26.630 --> 00:02:28.790 and V would be the velocity. 00:02:28.790 --> 00:02:30.350 So we have to hit it with enough force 00:02:30.350 --> 00:02:33.770 so it has enough as a high enough velocity 00:02:33.770 --> 00:02:35.190 to have a high enough kinetic energy 00:02:35.190 --> 00:02:37.083 to get over the hill. 00:02:38.740 --> 00:02:40.160 Let's apply collision theory 00:02:40.160 --> 00:02:42.810 to a Maxwell-Boltzmann distribution. 00:02:42.810 --> 00:02:45.370 Usually a Maxwell-Boltzmann distribution 00:02:45.370 --> 00:02:48.400 has fractional particles or relative numbers of particles 00:02:48.400 --> 00:02:52.790 on the y-axis and particle speed on the x-axis. 00:02:52.790 --> 00:02:55.160 And a Maxwell-Boltzmann distribution 00:02:55.160 --> 00:03:00.160 shows us the range of speeds available to the particles 00:03:01.380 --> 00:03:02.840 in a sample of gas. 00:03:02.840 --> 00:03:04.160 So let's say we have, 00:03:04.160 --> 00:03:06.420 here's a particulate diagram over here. 00:03:06.420 --> 00:03:07.820 Let's say we have a sample of gas 00:03:07.820 --> 00:03:10.290 at a particular temperature T. 00:03:10.290 --> 00:03:12.980 These particles aren't traveling at the same speed, 00:03:12.980 --> 00:03:15.790 there's a range of speeds available to them. 00:03:15.790 --> 00:03:19.820 So one particle might be traveling really slowly 00:03:19.820 --> 00:03:22.090 so we'll draw a very short arrow here. 00:03:22.090 --> 00:03:24.450 A few more might be traveling a little faster, 00:03:24.450 --> 00:03:28.190 so we'll draw the arrow longer to indicate a faster speed. 00:03:28.190 --> 00:03:31.310 And maybe one particle is traveling the fastest. 00:03:31.310 --> 00:03:34.293 So we'll give this particle the longest arrow. 00:03:36.130 --> 00:03:38.400 We can think about the area under the curve 00:03:38.400 --> 00:03:40.310 for a Maxwell-Boltzmann distribution 00:03:40.310 --> 00:03:43.850 as representing all of the particles in our sample. 00:03:43.850 --> 00:03:47.920 So we had this one particle here moving very slowly, 00:03:47.920 --> 00:03:50.450 and so if we look at our curve and we think 00:03:50.450 --> 00:03:52.120 about the area under the curve 00:03:52.120 --> 00:03:54.073 that's at a low particle speed, 00:03:54.920 --> 00:03:57.410 this area is smaller than other parts of the curve. 00:03:57.410 --> 00:03:59.640 So that's represented here by only this one particle 00:03:59.640 --> 00:04:01.490 moving very slowly. 00:04:01.490 --> 00:04:03.620 We think about this next part of the curve, 00:04:03.620 --> 00:04:06.610 most, this is a large amount of area in here 00:04:06.610 --> 00:04:09.640 and these particles are traveling at a higher speed. 00:04:09.640 --> 00:04:14.640 So maybe these three particles here would represent 00:04:15.550 --> 00:04:17.870 the particles moving at a higher speed. 00:04:17.870 --> 00:04:21.670 And then finally, we had this one particle here, 00:04:21.670 --> 00:04:23.610 We drew this arrow longer than the others. 00:04:23.610 --> 00:04:26.440 So this particle's traveling faster than the other one. 00:04:26.440 --> 00:04:29.750 So maybe this area under the curve up here 00:04:29.750 --> 00:04:31.853 is represented by that one particle. 00:04:33.520 --> 00:04:34.890 We know from collision theory, 00:04:34.890 --> 00:04:37.760 that particles have to have enough kinetic energy 00:04:37.760 --> 00:04:42.760 to overcome the activation energy for a reaction to occur. 00:04:42.850 --> 00:04:46.610 So we can draw a line representing the activation energy 00:04:46.610 --> 00:04:48.840 on a Maxwell-Boltzmann distribution. 00:04:48.840 --> 00:04:52.722 So if I draw this line, this dotted line right here, 00:04:52.722 --> 00:04:57.060 this represents my activation energy. 00:04:57.060 --> 00:04:59.600 And instead of particle speed, you could think 00:04:59.600 --> 00:05:02.400 about the x-axis as being kinetic energy if you want. 00:05:02.400 --> 00:05:05.480 So the faster a particle is traveling, 00:05:05.480 --> 00:05:07.690 the higher its kinetic energy. 00:05:07.690 --> 00:05:11.390 And so the area under the curve 00:05:11.390 --> 00:05:13.010 to the right of this dash line, 00:05:13.010 --> 00:05:14.640 this represents all of the particles 00:05:14.640 --> 00:05:19.640 that have enough kinetic energy for this reaction to occur. 00:05:21.820 --> 00:05:24.300 Next, let's think about what happens to the particles 00:05:24.300 --> 00:05:27.770 in our sample when we increase the temperature. 00:05:27.770 --> 00:05:29.240 So when we increase the temperature, 00:05:29.240 --> 00:05:32.350 the Maxwell-Boltzmann distribution changes. 00:05:32.350 --> 00:05:36.030 So what happens is the peak height drops 00:05:36.030 --> 00:05:40.360 and our Maxwell-Boltzmann distribution curve gets broader. 00:05:40.360 --> 00:05:43.373 So it looks something like this at a higher temperature. 00:05:45.380 --> 00:05:47.210 So we still have some particles traveling 00:05:47.210 --> 00:05:48.820 at relatively low speeds, right? 00:05:48.820 --> 00:05:50.440 Remember it's the area under the curve. 00:05:50.440 --> 00:05:53.583 So maybe that's represented by this one particle here, 00:05:54.440 --> 00:05:56.520 and next, let's think about the area 00:05:56.520 --> 00:06:00.180 to the left of this dash line for Ea. 00:06:00.180 --> 00:06:02.750 So we want to make these particles green here 00:06:02.750 --> 00:06:05.180 as we have some particles traveling 00:06:05.180 --> 00:06:06.510 a little bit of faster speeds. 00:06:06.510 --> 00:06:09.250 So let me go ahead and draw these arrows a little bit longer 00:06:09.250 --> 00:06:12.330 but notice what happens to the right of this dash line. 00:06:12.330 --> 00:06:14.880 We think about the area under the curve 00:06:14.880 --> 00:06:17.960 for the magenta curve. 00:06:17.960 --> 00:06:21.350 Notice how the area is bigger than in the previous example. 00:06:21.350 --> 00:06:24.450 So maybe this time we have these two particles here 00:06:24.450 --> 00:06:25.900 traveling at a faster speed. 00:06:25.900 --> 00:06:28.150 So I'm gonna draw these arrows longer 00:06:28.150 --> 00:06:30.270 to indicate they're traveling at a faster speed. 00:06:30.270 --> 00:06:33.780 And since they're to the right of this dash line here, 00:06:33.780 --> 00:06:36.690 both of these particles have enough kinetic energy 00:06:36.690 --> 00:06:40.840 to overcome the activation energy for our reaction. 00:06:40.840 --> 00:06:44.530 So we can see when you increase the temperature, 00:06:44.530 --> 00:06:46.730 you increase the number of particles 00:06:46.730 --> 00:06:48.580 that have enough kinetic energy 00:06:48.580 --> 00:06:51.323 to overcome the activation energy. 00:06:52.840 --> 00:06:54.090 It's important to point out 00:06:54.090 --> 00:06:56.770 that since the number of particles hasn't changed, 00:06:56.770 --> 00:06:59.480 all we've done is increase the temperature here, 00:06:59.480 --> 00:07:02.360 the area under the curve remains the same. 00:07:02.360 --> 00:07:06.420 So the area under the curve for the curve in yellow, 00:07:06.420 --> 00:07:08.880 is the same as the area under the curve 00:07:08.880 --> 00:07:12.010 for the one drawn in magenta. 00:07:12.010 --> 00:07:14.640 The difference of course is the one in magenta 00:07:14.640 --> 00:07:15.950 is at a higher temperature, 00:07:15.950 --> 00:07:18.370 and therefore there are more particles with enough energy 00:07:18.370 --> 00:07:20.790 to overcome the activation energy. 00:07:20.790 --> 00:07:23.030 So increasing the temperature 00:07:23.030 --> 00:07:25.783 increases the rate of reaction.
The pre-equilibrium approximation
https://www.youtube.com/watch?v=4czm7qIbUjA
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en
WEBVTT Kind: captions Language: en 00:00:00.320 --> 00:00:02.370 - [Instructor] The Pre-equilibrium Approximation 00:00:02.370 --> 00:00:03.770 is used to find the rate law 00:00:03.770 --> 00:00:06.740 for a mechanism with a fast initial step. 00:00:06.740 --> 00:00:08.940 As an example, let's look at the reaction between 00:00:08.940 --> 00:00:11.383 nitric oxide and bromine. 00:00:12.770 --> 00:00:14.310 In the first step of the mechanism, 00:00:14.310 --> 00:00:17.323 nitric oxide combines with bromine to form NOBr2. 00:00:18.663 --> 00:00:20.560 And in the second step of the mechanism, 00:00:20.560 --> 00:00:25.323 NOBr2 reacts with NO to form our product 2NOBr. 00:00:28.570 --> 00:00:30.530 NOBr2 is generated 00:00:30.530 --> 00:00:33.400 from the first elementary step of the mechanism. 00:00:33.400 --> 00:00:36.960 And then NOBr2 is used up in the second step. 00:00:36.960 --> 00:00:39.790 Since NOBr2 wasn't there in the beginning 00:00:39.790 --> 00:00:41.270 and it's not there in the end, 00:00:41.270 --> 00:00:44.973 we call NOBr2 an intermediate. 00:00:50.310 --> 00:00:53.100 The first step of the mechanism is fast. 00:00:53.100 --> 00:00:55.360 And the second step of the mechanism is slow. 00:00:55.360 --> 00:00:57.830 Since the second step of the mechanism is slow, 00:00:57.830 --> 00:01:00.640 this is the rate determining step. 00:01:00.640 --> 00:01:04.420 And we can write the rate law for the overall reaction 00:01:04.420 --> 00:01:07.540 by writing the rate law for this elementary reaction 00:01:07.540 --> 00:01:10.750 that makes up step two of our mechanism. 00:01:10.750 --> 00:01:14.760 So we can write the rate of reaction is equal to 00:01:14.760 --> 00:01:19.220 for step two, our rate constant is K2. 00:01:19.220 --> 00:01:21.940 And we multiply K2, the rate constant, 00:01:21.940 --> 00:01:24.460 by the concentration of our two reactants, 00:01:24.460 --> 00:01:27.253 which would be the concentration of NOBr2, 00:01:29.320 --> 00:01:32.323 and the concentration of NO. 00:01:33.370 --> 00:01:36.300 Since the coefficients in our balanced equation 00:01:36.300 --> 00:01:40.400 are ones for NOBr2 and one and a one for NO, 00:01:40.400 --> 00:01:41.790 we can take the coefficients 00:01:41.790 --> 00:01:44.860 and turn them into exponents in our rate law. 00:01:44.860 --> 00:01:48.763 So we can do this because this is an elementary reaction. 00:01:50.490 --> 00:01:52.320 However, we can't leave the rate law 00:01:52.320 --> 00:01:53.730 for the overall reaction, 00:01:53.730 --> 00:01:57.427 in terms of the concentration of our intermediate, NOBr2. 00:01:58.360 --> 00:02:00.430 It's preferable to have rate laws 00:02:00.430 --> 00:02:03.230 written in terms of the concentration of our reactants, 00:02:03.230 --> 00:02:04.447 which were NO and Br2. 00:02:07.430 --> 00:02:09.550 So we need some way of substituting N 00:02:09.550 --> 00:02:11.923 for the concentration of NOBr2. 00:02:13.832 --> 00:02:15.860 And we can do that by assuming that 00:02:15.860 --> 00:02:19.110 the first elementary step in our mechanism 00:02:19.110 --> 00:02:22.430 comes to a fast equilibrium. 00:02:22.430 --> 00:02:27.430 So if we assume the first step comes to a fast equilibrium, 00:02:27.470 --> 00:02:31.283 we can use the Pre-equilibrium Approximation. 00:02:32.370 --> 00:02:34.070 If we assume that the first step 00:02:34.070 --> 00:02:39.070 comes to a fast equilibrium, or a pre equilibrium, 00:02:39.080 --> 00:02:40.090 we know at equilibrium, 00:02:40.090 --> 00:02:42.340 the rate of the forward reaction 00:02:42.340 --> 00:02:45.630 is equal to the rate of the reverse reaction. 00:02:45.630 --> 00:02:48.390 So in the forward reaction for step one, 00:02:48.390 --> 00:02:50.953 NO combines with Br2 to form NOBr2. 00:02:52.350 --> 00:02:54.216 And in the reverse reaction, 00:02:54.216 --> 00:02:59.216 NOBr2 breaks apart to form NO and Br2. 00:02:59.310 --> 00:03:03.750 So if the rate of the forward reaction 00:03:03.750 --> 00:03:08.750 is equal to the rate of the reverse reaction at equilibrium, 00:03:11.180 --> 00:03:13.770 let's go ahead and write the rate laws 00:03:13.770 --> 00:03:16.453 for the forward and the reverse reaction. 00:03:17.610 --> 00:03:21.250 The rate constant for the forward reaction is K1. 00:03:21.250 --> 00:03:22.340 So we can go ahead and write 00:03:22.340 --> 00:03:25.810 the rate of the forward reaction is equal to K1. 00:03:25.810 --> 00:03:29.730 And our two reactants are NO and Br2. 00:03:29.730 --> 00:03:33.110 So we have K1 times the concentration of NO, 00:03:33.110 --> 00:03:36.260 times the concentration of Br2. 00:03:36.260 --> 00:03:38.640 Since the coefficients in our balanced equation 00:03:38.640 --> 00:03:40.670 are both ones for these two reactants, 00:03:40.670 --> 00:03:43.040 we can raise the power of these two concentrations 00:03:43.040 --> 00:03:44.070 to the first power. 00:03:44.070 --> 00:03:47.620 Since this is an elementary reaction, we can do this. 00:03:47.620 --> 00:03:50.210 And we set this rate of the forward reaction 00:03:50.210 --> 00:03:52.710 equal to the rate of the reverse reaction. 00:03:52.710 --> 00:03:56.600 The reverse reaction has a rate constant of K minus one, 00:03:56.600 --> 00:04:00.750 and we have only NOBr2 with a coefficient of one in it. 00:04:00.750 --> 00:04:02.360 So we multiply K minus one 00:04:02.360 --> 00:04:07.360 times the concentration of NOBr2, to the first power. 00:04:09.150 --> 00:04:11.440 Next, our goal is to substitute N 00:04:11.440 --> 00:04:14.780 for the concentration of our intermediate. 00:04:14.780 --> 00:04:17.380 And so we can divide both sides 00:04:17.380 --> 00:04:20.480 of the equation by K minus one. 00:04:20.480 --> 00:04:22.330 So if we decide if we divide 00:04:22.330 --> 00:04:24.980 both sides of the equation by K minus one, 00:04:24.980 --> 00:04:27.460 on the right side, K minus one cancels out. 00:04:27.460 --> 00:04:32.300 And we get that the concentration of our intermediate NOBr2, 00:04:32.300 --> 00:04:33.780 is equal to K one 00:04:33.780 --> 00:04:36.870 times the concentration of NO to the first power, 00:04:36.870 --> 00:04:39.520 times the concentration of Br2 to the first power, 00:04:39.520 --> 00:04:42.410 divided by K minus one. 00:04:42.410 --> 00:04:44.730 Next, we can substitute all of this in 00:04:44.730 --> 00:04:48.083 for the concentration of our intermediate. 00:04:49.240 --> 00:04:52.930 That gives us the rate of reaction is equal to, 00:04:52.930 --> 00:04:54.670 we still have this K2 in here, 00:04:54.670 --> 00:04:57.180 so we need to make sure to include it. 00:04:57.180 --> 00:04:59.890 And we're gonna substitute everything in 00:04:59.890 --> 00:05:02.410 all of this in for the concentration of our intermediate. 00:05:02.410 --> 00:05:05.773 So that would be times K one, 00:05:07.000 --> 00:05:10.440 times the concentration of NO to the first power, 00:05:10.440 --> 00:05:14.680 times the concentration of Br2 to the first power, 00:05:14.680 --> 00:05:17.350 divided by K minus one. 00:05:17.350 --> 00:05:18.720 And then we still have this 00:05:18.720 --> 00:05:20.930 concentration of NO to the first power. 00:05:20.930 --> 00:05:25.310 So we have to make sure to include that in our rate law. 00:05:25.310 --> 00:05:27.810 Let's think about what we would get 00:05:27.810 --> 00:05:30.650 if we multiply two constants together 00:05:30.650 --> 00:05:32.410 and then divide by a third constant. 00:05:32.410 --> 00:05:35.150 So multiplying K2 times K1, 00:05:35.150 --> 00:05:37.120 and then we divide by K minus one, 00:05:37.120 --> 00:05:39.310 that would just give us another constant, 00:05:39.310 --> 00:05:42.040 which we could just call K. 00:05:42.040 --> 00:05:46.350 So K is now the rate constant for the overall reaction. 00:05:46.350 --> 00:05:48.990 So we have the rate law for the overall reaction 00:05:48.990 --> 00:05:50.210 is equal to K, 00:05:50.210 --> 00:05:52.160 times the concentration of 00:05:52.160 --> 00:05:56.030 we have NO to the first power times NO to the first power, 00:05:56.030 --> 00:06:00.470 which is just the concentration of NO to the second power. 00:06:00.470 --> 00:06:02.310 And we still have to include 00:06:02.310 --> 00:06:06.130 the concentration of bromine to the first power. 00:06:06.130 --> 00:06:10.600 So now we have a rate law for our overall reaction 00:06:10.600 --> 00:06:13.640 in terms of the concentration of our two reactants. 00:06:13.640 --> 00:06:16.500 The rate of reaction is equal to the rate constant K, 00:06:16.500 --> 00:06:18.730 times the concentration of NO squared, 00:06:18.730 --> 00:06:21.553 times the concentration of bromine to the first power. 00:06:22.980 --> 00:06:25.190 The experimentally determined rate law 00:06:25.190 --> 00:06:27.350 matches the rate law that we found 00:06:27.350 --> 00:06:31.157 using the Pre-equilibrium Approximation. 00:06:31.157 --> 00:06:33.190 And if you look at the coefficients 00:06:33.190 --> 00:06:34.880 for the overall equation, 00:06:34.880 --> 00:06:37.630 there's a two in front of NO and a one in front of Br2, 00:06:38.480 --> 00:06:39.867 it might be tempting just to say, 00:06:39.867 --> 00:06:41.520 "Can't we just take those coefficients 00:06:41.520 --> 00:06:44.450 and turn them into exponents, because in this case, 00:06:44.450 --> 00:06:47.640 they happen to match the exponent in our rate law?" 00:06:47.640 --> 00:06:50.170 That's just a coincidence for this reaction. 00:06:50.170 --> 00:06:53.060 We can't just take the coefficients for an overall equation 00:06:53.060 --> 00:06:55.140 and turn them into exponents in the rate law. 00:06:55.140 --> 00:06:57.750 We can only do that for elementary reactions. 00:06:57.750 --> 00:06:59.350 Like the elementary reactions 00:06:59.350 --> 00:07:02.043 in the two steps of our mechanism. 00:07:02.960 --> 00:07:03.980 It's important to point out 00:07:03.980 --> 00:07:06.160 that if the rate of the forward reaction 00:07:06.160 --> 00:07:08.320 is equal to the rate of the reverse reaction, 00:07:08.320 --> 00:07:10.461 the concentration of our intermediate, 00:07:10.461 --> 00:07:12.920 NOBr2 remains constant. 00:07:12.920 --> 00:07:17.920 And therefore we can use this Pre-equilibrium Approximation 00:07:18.290 --> 00:07:20.580 to find the rate law for a reaction 00:07:20.580 --> 00:07:22.713 with a fast initial step.
Kinetics of radioactive decay
https://www.youtube.com/watch?v=Xnu--929bo4
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en
WEBVTT Kind: captions Language: en 00:00:01.240 --> 00:00:03.920 - [Instructor] Strontium-90 is a radioactive isotope 00:00:03.920 --> 00:00:05.743 that undergoes beta decay. 00:00:06.960 --> 00:00:10.230 Because radioactive decay is a first-order process, 00:00:10.230 --> 00:00:13.773 radioactive isotopes have constant half-lives. 00:00:15.450 --> 00:00:18.940 Half-life is symbolized by t1/2, 00:00:18.940 --> 00:00:22.580 and it's the time required for 1/2 of a sample 00:00:22.580 --> 00:00:26.640 of a particular radioactive isotope to decay. 00:00:26.640 --> 00:00:29.570 For example, the half-life of Strontium-90 00:00:29.570 --> 00:00:34.513 is equal to 28.8 years. 00:00:38.090 --> 00:00:40.250 Let's say we start with 10 grams 00:00:40.250 --> 00:00:45.250 of our Strontium-90 radioactive isotope. 00:00:45.270 --> 00:00:46.830 And on the y-axis, 00:00:46.830 --> 00:00:50.220 we're gonna put the mass of our Strontium isotope in grams. 00:00:50.220 --> 00:00:53.260 And on the x-axis, we're going to have time. 00:00:53.260 --> 00:00:56.230 So when time is equal to zero, 00:00:56.230 --> 00:00:59.483 we have 10 grams of our isotope. 00:01:00.810 --> 00:01:05.300 Since the half-life of Strontium-90 is 28.8 years, 00:01:05.300 --> 00:01:09.130 if we wait 28.8 years, 00:01:09.130 --> 00:01:12.820 we'll go from 10 grams to five grams. 00:01:12.820 --> 00:01:17.820 So the next point on our graph will be at five grams, 00:01:18.750 --> 00:01:23.260 and this time should be 28.8 years. 00:01:27.530 --> 00:01:30.720 If we wait another 28.8 years, 00:01:30.720 --> 00:01:33.300 we're gonna go from five grams to half of that, 00:01:33.300 --> 00:01:35.350 which would be 2.5 grams. 00:01:35.350 --> 00:01:39.020 So the next point would be here at 2.5. 00:01:44.410 --> 00:01:47.230 If we wait another 28.8 years, 00:01:47.230 --> 00:01:50.393 we'd go from 2.5 grams down to 1.25, 00:01:52.350 --> 00:01:56.113 so approximately here on our graph. 00:01:57.180 --> 00:02:01.713 So this graph shows exponential decay. 00:02:03.130 --> 00:02:05.380 Let's say we were asked to find out 00:02:05.380 --> 00:02:08.300 how much of our radioactive isotope Strontium is left 00:02:08.300 --> 00:02:11.940 after 115.2 years. 00:02:11.940 --> 00:02:15.790 So what we would do is take 115.2 years 00:02:15.790 --> 00:02:20.790 and divide that by the half-life of 28.8 years. 00:02:21.960 --> 00:02:22.920 And by doing that, 00:02:22.920 --> 00:02:27.920 we realize that 115.2 is really just four half-lives. 00:02:28.740 --> 00:02:30.270 So one approach with this problem 00:02:30.270 --> 00:02:32.360 would be starting with our 10 grams. 00:02:32.360 --> 00:02:36.030 And we think about one half-life taking us to five grams, 00:02:36.030 --> 00:02:38.970 another half-life taking us to 2.5, 00:02:38.970 --> 00:02:41.250 another half-life taking us to 1.25, 00:02:42.520 --> 00:02:44.480 and then finally, one more half-life 00:02:44.480 --> 00:02:49.260 that takes us to 0.625 grams. 00:02:49.260 --> 00:02:51.330 So just doing the problem this way, 00:02:51.330 --> 00:02:55.760 we can see that's one, two, three, four half-lives. 00:02:55.760 --> 00:02:56.920 So our final answer 00:02:56.920 --> 00:03:01.920 is 0.625 grams remain after 115.2 years. 00:03:03.770 --> 00:03:06.180 Another approach to do the same problem 00:03:06.180 --> 00:03:08.120 would be to start with our 10 grams, 00:03:08.120 --> 00:03:10.180 and we multiply that by 1/2 00:03:10.180 --> 00:03:13.230 to get the amount remaining after one half-life. 00:03:13.230 --> 00:03:15.750 And we could do that three more times 00:03:15.750 --> 00:03:20.200 to get the amount that remains after four half-lives. 00:03:20.200 --> 00:03:21.480 We could have also have written this 00:03:21.480 --> 00:03:26.480 as 10 times 1/2 to the fourth power 00:03:26.480 --> 00:03:29.500 since we needed to wait four half-lives. 00:03:29.500 --> 00:03:33.810 All these approaches will get you the answer of 0.625 grams 00:03:33.810 --> 00:03:38.810 of our radioactive isotope remaining after 115.2 years. 00:03:40.910 --> 00:03:44.300 For a chemical reaction with reactant A that's first-order, 00:03:44.300 --> 00:03:46.710 the rate law says that the rate of reaction 00:03:46.710 --> 00:03:48.540 is equal to the rate constant k 00:03:48.540 --> 00:03:52.623 times the concentration of A to the first power. 00:03:53.580 --> 00:03:56.130 Since radioactive decay is a first-order process, 00:03:56.130 --> 00:03:58.090 we can write that the rate of decay 00:03:58.090 --> 00:04:01.760 is equal to the rate constant k times N to the first power, 00:04:01.760 --> 00:04:06.760 where N is the number of radioactive nuclei in a sample. 00:04:07.420 --> 00:04:10.390 Since radioactive decay is a first-order process, 00:04:10.390 --> 00:04:14.380 we can also use this equation for the rate constant, 00:04:14.380 --> 00:04:16.610 which comes from first-order kinetics, 00:04:16.610 --> 00:04:20.320 which says that the rate constant k is equal to 0.693 00:04:20.320 --> 00:04:22.283 divided by the half-life. 00:04:23.390 --> 00:04:26.250 For example, if we wanted to find the rate constant 00:04:26.250 --> 00:04:29.840 for the radioactive decay of Strontium-90, 00:04:29.840 --> 00:04:34.840 the rate constant would be equal to 0.693 00:04:34.840 --> 00:04:38.060 divided by the half-life of Strontium-90, 00:04:38.060 --> 00:04:42.353 which we saw was 28.8 years. 00:04:43.510 --> 00:04:45.370 So when we do that math, 00:04:45.370 --> 00:04:49.597 we find that k is equal to 0.0241 00:04:51.200 --> 00:04:52.963 one over years. 00:04:54.020 --> 00:04:56.420 Another equation from first-order kinetics 00:04:56.420 --> 00:05:00.550 is the integrated rate law for a first-order reaction. 00:05:00.550 --> 00:05:03.200 And the integrated rate law says that the natural log 00:05:03.200 --> 00:05:06.400 of the concentration of reactant A at some time t 00:05:06.400 --> 00:05:09.770 is equal to negative kt plus the natural log 00:05:09.770 --> 00:05:13.860 of the initial concentration of reactant A. 00:05:13.860 --> 00:05:15.020 Since we're using N, 00:05:15.020 --> 00:05:18.200 which is the number of radioactive nuclei in our sample, 00:05:18.200 --> 00:05:20.700 instead of the concentration of A, 00:05:20.700 --> 00:05:22.570 we can write the integrated rate law 00:05:22.570 --> 00:05:26.060 for our first-order radioactive decay process, 00:05:26.060 --> 00:05:27.800 which says the natural log 00:05:27.800 --> 00:05:31.180 of the number of radioactive nuclei at some time t 00:05:31.180 --> 00:05:34.300 is equal to negative kt plus the natural log 00:05:34.300 --> 00:05:37.043 of the initial number of radioactive nuclei. 00:05:38.080 --> 00:05:41.523 So let's say we start with 1.000 grams 00:05:44.170 --> 00:05:47.590 of our Strontium-90 radioactive isotope, 00:05:47.590 --> 00:05:49.610 and our goal is to find out 00:05:49.610 --> 00:05:53.380 how much remains after two years. 00:05:53.380 --> 00:05:55.220 So we're gonna wait two years 00:05:55.220 --> 00:05:59.150 and find out how much of our radioactive isotope remains. 00:05:59.150 --> 00:06:02.060 So we're going to use our equation 00:06:02.060 --> 00:06:04.850 for the integrated rate law. 00:06:04.850 --> 00:06:08.073 Let's go ahead and plug in what we know. 00:06:09.200 --> 00:06:10.510 We already know what k is, 00:06:10.510 --> 00:06:12.500 we found that in our earlier problem, 00:06:12.500 --> 00:06:16.980 so we can write this is equal to negative times k, 00:06:16.980 --> 00:06:19.080 which is 0.0241. 00:06:22.340 --> 00:06:25.700 Next, we also know the time period we're interested in. 00:06:25.700 --> 00:06:28.580 So we know what t is, t is two years, 00:06:28.580 --> 00:06:33.580 so let's go ahead and write 2.00 in here for the time. 00:06:34.520 --> 00:06:37.580 Next, we're gonna add the natural log 00:06:37.580 --> 00:06:42.380 of the initial number of radioactive nuclei in our sample. 00:06:42.380 --> 00:06:44.550 And while we don't have the initial number, 00:06:44.550 --> 00:06:45.990 we do have the mass. 00:06:45.990 --> 00:06:48.020 And since the mass is proportional 00:06:48.020 --> 00:06:50.180 to the number of radioactive nuclei, 00:06:50.180 --> 00:06:53.020 it's okay to go ahead and plug that into our equation. 00:06:53.020 --> 00:06:56.763 So we're gonna plug in the natural log of one. 00:06:58.750 --> 00:07:01.730 And all of this is equal to the natural log 00:07:01.730 --> 00:07:05.300 of the initial number of radioactive nuclei at some time t. 00:07:05.300 --> 00:07:08.253 So we have the natural log of that. 00:07:10.370 --> 00:07:13.720 The natural log of one is zero, 00:07:13.720 --> 00:07:17.740 so now we have the natural log of N 00:07:17.740 --> 00:07:19.450 is equal to, 00:07:19.450 --> 00:07:24.313 and when we do this math, we're gonna get negative 0.0482. 00:07:26.290 --> 00:07:29.170 Next, we have to get rid of the natural log. 00:07:29.170 --> 00:07:31.920 And we can do that by taking e to both sides. 00:07:31.920 --> 00:07:36.050 So if we take e to both sides, the natural log cancels out, 00:07:36.050 --> 00:07:39.650 and we get that N is equal 00:07:39.650 --> 00:07:44.650 to 0.953 grams. 00:07:45.650 --> 00:07:50.240 So that's how much of our radioactive isotope remains 00:07:50.240 --> 00:07:51.973 after two years.
Zero-order reactions
https://www.youtube.com/watch?v=aXf3e8a1teo
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en
WEBVTT Kind: captions Language: en 00:00:00.125 --> 00:00:02.970 - [Instructor] Let's say we have a hypothetical reaction 00:00:02.970 --> 00:00:06.440 where reactant A turns into products. 00:00:06.440 --> 00:00:10.970 And let's say the reaction is zero order with respect to A. 00:00:10.970 --> 00:00:13.660 If it's zero order with respect to A, we can write 00:00:13.660 --> 00:00:15.970 that the rate of the reaction is equal to 00:00:15.970 --> 00:00:19.440 the rate constant k, times the concentration of A 00:00:19.440 --> 00:00:22.010 to the zero power. 00:00:22.010 --> 00:00:26.420 And since any number to the zero power is equal to one, 00:00:26.420 --> 00:00:27.810 then the rate of the reaction 00:00:27.810 --> 00:00:31.413 would just be equal to the rate constant k. 00:00:32.390 --> 00:00:34.580 We can also write that the rate of the reaction 00:00:34.580 --> 00:00:36.760 is equal to the negative and the change 00:00:36.760 --> 00:00:40.143 in the concentration of A, over the change in time. 00:00:41.290 --> 00:00:44.200 If we set these two ways of writing the rate of reaction 00:00:44.200 --> 00:00:47.100 equal to each other, and we use some calculus, 00:00:47.100 --> 00:00:49.990 including the concept of integration, we will arrive 00:00:49.990 --> 00:00:53.920 at the integrated rate law for a zero-order reaction, 00:00:53.920 --> 00:00:56.980 which says that the concentration of A at time t is equal 00:00:56.980 --> 00:01:00.640 to the negative of the rate constant k times the time, 00:01:00.640 --> 00:01:02.783 plus the initial concentration of A. 00:01:04.380 --> 00:01:05.980 Notice that the integrated rate law 00:01:05.980 --> 00:01:10.840 is in the form of Y is equal to mx plus b, 00:01:10.840 --> 00:01:13.680 which is the equation for a straight line. 00:01:13.680 --> 00:01:18.630 So if we graph the concentration of A on the Y axis, 00:01:18.630 --> 00:01:21.830 and the time on the X axis, 00:01:21.830 --> 00:01:26.330 we will get a straight line if the reaction is zero order. 00:01:26.330 --> 00:01:29.830 So if we write the concentration of A on the Y axis, 00:01:29.830 --> 00:01:33.070 and time on the X axis, 00:01:33.070 --> 00:01:35.850 the graph will be a straight line, 00:01:35.850 --> 00:01:40.160 and the slope of that line is equal to the negative 00:01:40.160 --> 00:01:42.970 of the rate constant k, 00:01:42.970 --> 00:01:46.703 so the slope is equal to -k, 00:01:48.130 --> 00:01:51.070 and the Y intercept of that line, 00:01:51.070 --> 00:01:56.070 so right where the line intersects with the y-axis, 00:01:57.690 --> 00:02:01.900 this point is the initial concentration of A. 00:02:01.900 --> 00:02:04.630 So everything we've talked about assumes that there's a 00:02:04.630 --> 00:02:08.803 coefficient of 1 in front of the concentration of A. 00:02:10.160 --> 00:02:12.890 However, let's say we have a coefficient of 2 00:02:12.890 --> 00:02:15.620 in front of A in our balanced equation. 00:02:15.620 --> 00:02:20.620 That means we need a stoichiometric coefficient of 1/2, 00:02:20.902 --> 00:02:23.152 which changes the math. 00:02:23.152 --> 00:02:26.985 Now, instead of getting -kt, we would get -2kt 00:02:28.730 --> 00:02:33.400 after we integrate, which means that the slope of the line, 00:02:33.400 --> 00:02:37.560 when we graph the concentration of A versus time, 00:02:37.560 --> 00:02:39.760 the slope of the line would be equal to -2k. 00:02:42.630 --> 00:02:45.020 It's important to note that textbooks often just 00:02:45.020 --> 00:02:48.040 assume the coefficient in front of A as a 1, 00:02:48.040 --> 00:02:51.700 which would give the slope as equal to -k. 00:02:51.700 --> 00:02:54.740 However, if the coefficient in front of A is a 2, 00:02:54.740 --> 00:02:57.100 then technically the slope of the line 00:02:57.100 --> 00:02:59.670 should be equal to -2k 00:03:01.073 --> 00:03:03.510 As an example of a zero-order reaction, let's look at 00:03:03.510 --> 00:03:08.380 the decomposition of ammonia on a hot platinum surface 00:03:08.380 --> 00:03:11.970 to form nitrogen gas and hydrogen gas. 00:03:11.970 --> 00:03:16.210 In our diagram, we have four ammonia molecules 00:03:16.210 --> 00:03:19.020 on the surface of our platinum catalyst, 00:03:19.020 --> 00:03:21.320 and then we have another four 00:03:21.320 --> 00:03:24.850 that are above the surface of the catalyst. 00:03:24.850 --> 00:03:27.500 Only the ammonia molecules on the surface of the catalyst 00:03:27.500 --> 00:03:30.770 can react and turn into nitrogen and hydrogen, 00:03:30.770 --> 00:03:34.180 the ammonia molecules above the surface can't react. 00:03:34.180 --> 00:03:38.010 And even if we were to add in some more ammonia molecules, 00:03:38.010 --> 00:03:40.430 so let's just add in some more here, 00:03:40.430 --> 00:03:43.360 those molecules still can't react, and therefore the rate 00:03:43.360 --> 00:03:46.730 of the reaction doesn't change as we increase 00:03:46.730 --> 00:03:49.670 the concentration of ammonia. 00:03:49.670 --> 00:03:52.900 So we can write that the rate of the reaction is equal 00:03:52.900 --> 00:03:57.900 to the rate constant k times the concentration of ammonia, 00:03:58.280 --> 00:04:01.510 but since increasing the concentration of ammonia 00:04:01.510 --> 00:04:03.760 has no effect on rate, 00:04:03.760 --> 00:04:07.520 that's why this is raised to the zero power. 00:04:07.520 --> 00:04:09.480 And therefore we get the rate of the reaction 00:04:09.480 --> 00:04:12.003 is just equal to the rate constant k. 00:04:12.960 --> 00:04:16.010 Normally, increasing the concentration of a reactant 00:04:16.010 --> 00:04:18.770 increases the rate of the reaction. 00:04:18.770 --> 00:04:21.280 However, for this reaction, since we're limited 00:04:21.280 --> 00:04:24.000 by the surface area of the catalyst, 00:04:24.000 --> 00:04:26.550 if the catalyst is covered with ammonia molecules, 00:04:26.550 --> 00:04:29.070 increasing the concentration of ammonia molecules 00:04:29.070 --> 00:04:32.850 will have no effect on the rate of the reaction. 00:04:32.850 --> 00:04:34.800 And therefore this reaction, 00:04:34.800 --> 00:04:38.120 the decomposition of ammonia on a hot platinum surface, 00:04:38.120 --> 00:04:41.263 is an example of a zero-order reaction.
Second-order reactions
https://www.youtube.com/watch?v=YgWmHssKVvQ
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en
WEBVTT Kind: captions Language: en 00:00:00.710 --> 00:00:01.543 - [Instructor] Let's say we have 00:00:01.543 --> 00:00:02.880 a hypothetical reaction 00:00:02.880 --> 00:00:06.120 where reactant A turns into products. 00:00:06.120 --> 00:00:08.080 And let's say the reaction is second order 00:00:08.080 --> 00:00:09.970 with respect to A. 00:00:09.970 --> 00:00:12.140 If the reaction is second order with respect to A, 00:00:12.140 --> 00:00:14.840 then we can write the rate of the reaction 00:00:14.840 --> 00:00:18.230 is equal to the rate constant k times the concentration 00:00:18.230 --> 00:00:20.460 of A to the second power 00:00:20.460 --> 00:00:23.293 since this is a second order reaction. 00:00:24.550 --> 00:00:26.960 We can also write that the rate of the reaction 00:00:26.960 --> 00:00:29.160 is equal to the negative of the change 00:00:29.160 --> 00:00:32.543 in the concentration of A over the change in time. 00:00:33.900 --> 00:00:36.220 If we set these two ways of writing the rate 00:00:36.220 --> 00:00:38.210 of reaction equal to each other, 00:00:38.210 --> 00:00:40.030 and use of calculus, 00:00:40.030 --> 00:00:42.580 including the concept of integration, 00:00:42.580 --> 00:00:45.290 we will arrive at the integrated rate law 00:00:45.290 --> 00:00:47.553 for a second order reaction. 00:00:48.750 --> 00:00:51.730 The integrated rate law for a second order reaction 00:00:51.730 --> 00:00:54.060 says that one over the concentration 00:00:54.060 --> 00:00:56.590 of reactant A at some time t, 00:00:56.590 --> 00:00:59.240 is equal to the rate constant k times the time 00:00:59.240 --> 00:01:04.123 plus one over the initial concentration of A. 00:01:05.270 --> 00:01:06.790 Notice how the integrated rate law 00:01:06.790 --> 00:01:10.907 has the form of y is equal to mx plus b, 00:01:12.360 --> 00:01:15.360 which is the equation for a straight line. 00:01:15.360 --> 00:01:18.990 So if we graph one over the concentration of A 00:01:18.990 --> 00:01:23.530 on the y axis, and time on the x axis, 00:01:23.530 --> 00:01:25.160 so let's go ahead and put that in here, 00:01:25.160 --> 00:01:29.040 one over the concentration of A on the y axis, 00:01:29.040 --> 00:01:33.670 and time on the x axis, we will get a straight line 00:01:33.670 --> 00:01:35.910 and the slope of that line 00:01:35.910 --> 00:01:39.760 is equal to the rate constant k. 00:01:39.760 --> 00:01:44.760 So slope is equal to K and the y intercept 00:01:46.000 --> 00:01:50.210 is equal to one over the initial concentration of A. 00:01:50.210 --> 00:01:54.520 So the point where our line intersects the y axis 00:01:54.520 --> 00:01:59.500 is equal to one over the initial concentration of A. 00:02:00.460 --> 00:02:04.000 Let's look at an example of a second order reaction. 00:02:04.000 --> 00:02:09.000 C5H6 is cyclopentadiene, and two molecules 00:02:09.570 --> 00:02:12.960 of cyclopentadiene will react with each other 00:02:12.960 --> 00:02:14.913 to form dicyclopentadiene. 00:02:16.120 --> 00:02:19.200 Our goal is to use the data from this data table 00:02:19.200 --> 00:02:22.083 to prove that this reaction is second order. 00:02:23.150 --> 00:02:24.530 However, we have to be careful 00:02:24.530 --> 00:02:26.140 because in our balanced equation, 00:02:26.140 --> 00:02:28.870 we have a two as a coefficient in front 00:02:28.870 --> 00:02:29.893 of cyclopentadiene. 00:02:31.660 --> 00:02:34.100 Going back to our hypothetical reaction 00:02:34.100 --> 00:02:36.730 where reactant A turned into products, 00:02:36.730 --> 00:02:40.020 there's also one as a coefficient in front of the A. 00:02:40.020 --> 00:02:42.450 And if there's a one as a coefficient in front of the A, 00:02:42.450 --> 00:02:45.250 we can use this form of the integrated rate law 00:02:45.250 --> 00:02:47.370 for a second order reaction. 00:02:47.370 --> 00:02:50.110 However, for our problem, we have a two 00:02:50.110 --> 00:02:54.180 as a coefficient in front of cyclopentadiene. 00:02:54.180 --> 00:02:55.740 And that means we need to have 00:02:55.740 --> 00:03:00.000 a stoichiometric coefficient of 1/2 in here, 00:03:00.000 --> 00:03:01.590 and that changes the math. 00:03:01.590 --> 00:03:05.140 Now when we set these two rates of reactions equal 00:03:05.140 --> 00:03:08.990 to each other, and we use calculus and we integrate 00:03:08.990 --> 00:03:10.770 to get our integrated rate law, 00:03:10.770 --> 00:03:13.100 because of this one half, 00:03:13.100 --> 00:03:17.500 we end up with a two in front of the K. 00:03:17.500 --> 00:03:22.500 So thinking about y is equal to mx plus b, 00:03:23.320 --> 00:03:28.103 now the slope of the line is equal to two K. 00:03:29.490 --> 00:03:30.940 So now for our reaction, 00:03:30.940 --> 00:03:32.660 we can write our integrated rate law 00:03:32.660 --> 00:03:36.240 as one over the concentration of cyclopentadiene 00:03:36.240 --> 00:03:40.470 at some time t, is equal to two kt plus one 00:03:40.470 --> 00:03:43.913 over the initial concentration of cyclopentadiene. 00:03:45.340 --> 00:03:46.720 So if we look at our data table, 00:03:46.720 --> 00:03:50.750 we have time in seconds and we have the concentration 00:03:50.750 --> 00:03:54.450 of cyclopentadiene, but we need to have one 00:03:54.450 --> 00:03:57.430 over the concentration of cyclopentadiene 00:03:57.430 --> 00:03:59.900 so we need a new column. 00:03:59.900 --> 00:04:04.420 So we're going to calculate one over the concentration 00:04:04.420 --> 00:04:06.513 of cyclopentadiene. 00:04:08.900 --> 00:04:11.790 So if the concentration of cyclopentadiene 00:04:11.790 --> 00:04:16.790 when time is equal to zero seconds is 0.0400 molar, 00:04:16.930 --> 00:04:19.980 if we take one divided by 0.0400, 00:04:23.260 --> 00:04:24.830 we would get 25.0. 00:04:29.810 --> 00:04:31.450 To save some time I've gone ahead 00:04:31.450 --> 00:04:34.200 and filled in the rest of this column. 00:04:34.200 --> 00:04:37.480 Notice as time increases so as we go from zero seconds 00:04:37.480 --> 00:04:40.610 to 50 to 100 to 150 to 200, 00:04:40.610 --> 00:04:43.640 the concentration of cyclopentadiene decreases 00:04:43.640 --> 00:04:47.983 because cyclopentadiene is turning into dicyclopentadiene. 00:04:49.290 --> 00:04:50.760 Next, we need to graph our data. 00:04:50.760 --> 00:04:52.840 So we're gonna have one over the concentration 00:04:52.840 --> 00:04:55.110 of cyclopentadiene on the y axis 00:04:55.110 --> 00:04:57.890 and time on the x axis. 00:04:57.890 --> 00:05:00.840 Our first point, so when time is equal to zero, 00:05:00.840 --> 00:05:04.770 one over the concentration of cyclopentadiene is 25.0. 00:05:04.770 --> 00:05:08.113 So if we go down to our graph, 00:05:09.880 --> 00:05:12.210 we can see that when time is equal to zero, 00:05:12.210 --> 00:05:15.570 our first point here is 25.0. 00:05:15.570 --> 00:05:20.403 And plotting the other points gives us a straight line. 00:05:21.860 --> 00:05:26.860 Next, we need to find the slope of this straight line. 00:05:26.860 --> 00:05:28.730 And there are many ways to do that. 00:05:28.730 --> 00:05:32.440 One way to do it is to use a graphing calculator. 00:05:32.440 --> 00:05:34.890 And when I used a graphing calculator 00:05:34.890 --> 00:05:36.670 to find the slope of this line, 00:05:36.670 --> 00:05:41.207 I found that the slope is equal to 0.1634. 00:05:46.350 --> 00:05:51.090 Thinking about y is equal to mx plus b, 00:05:52.090 --> 00:05:56.163 our slope should be equal to two k. 00:05:57.280 --> 00:05:59.140 So to find the rate constant k, 00:05:59.140 --> 00:06:03.230 we need to divide the slope by two, 00:06:03.230 --> 00:06:06.890 which gives us 0.0817. 00:06:12.480 --> 00:06:15.320 To find the units for K, remember that slope 00:06:15.320 --> 00:06:20.320 is equal to change in y over change in x, 00:06:20.740 --> 00:06:24.000 and on our Y axis, our units are one over molar, 00:06:24.000 --> 00:06:27.180 and the x axis the units are seconds. 00:06:27.180 --> 00:06:29.740 So therefore, we can write the rate constant k 00:06:29.740 --> 00:06:32.443 is equal to 0.0817. 00:06:34.786 --> 00:06:37.270 It's to be one over molar divided by seconds 00:06:37.270 --> 00:06:42.270 which is the same thing as one over molar times seconds. 00:06:43.370 --> 00:06:45.630 It's important to point out that most textbooks 00:06:45.630 --> 00:06:50.360 don't cover how the two as a coefficient changes 00:06:50.360 --> 00:06:53.050 the integrated rate law. 00:06:53.050 --> 00:06:55.800 And so a lot of textbooks will simply say 00:06:55.800 --> 00:06:57.970 that the slope of the line 00:06:57.970 --> 00:07:00.970 for the second order integrated rate law, 00:07:00.970 --> 00:07:02.100 is equal to K. 00:07:02.100 --> 00:07:04.590 So a lot of books would just say the final answer 00:07:04.590 --> 00:07:07.570 for the rate constant is 0.163. 00:07:07.570 --> 00:07:10.000 So you'll see you'll see a lot of textbooks say 00:07:10.000 --> 00:07:13.290 that the rate constant would be 0.163, 00:07:13.290 --> 00:07:17.743 one over molar times seconds. 00:07:18.820 --> 00:07:20.800 However, since the coefficient 00:07:20.800 --> 00:07:23.570 in front of cyclopentadiene is a two, 00:07:23.570 --> 00:07:28.063 technically this rate constant is the correct one. 00:07:29.390 --> 00:07:32.700 Finally, since we got a straight line, 00:07:32.700 --> 00:07:36.140 when we graphed one over the concentration 00:07:36.140 --> 00:07:38.830 of cyclopentadiene versus time, 00:07:38.830 --> 00:07:42.403 we know that this reaction has second order kinetics.
First-order reactions
https://www.youtube.com/watch?v=PVqWOehVTOg
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https://www.youtube.com/api/timedtext?v=PVqWOehVTOg&ei=6VWUZY_GN-6fp-oPpuCOmAE&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245337&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=D7508BF6A810E7CC157BBEED47304459364A4F4C.94264279A90F9C1FD63D82F8C06EAF84A5EC0CC7&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.750 --> 00:00:03.010 - [Instructor] Let's say we have a hypothetical reaction 00:00:03.010 --> 00:00:06.210 where reactant A turns into products 00:00:06.210 --> 00:00:10.423 and that the reaction is first-order with respect to A. 00:00:11.500 --> 00:00:15.300 If the reaction is first-order with respect to reactant A, 00:00:15.300 --> 00:00:17.850 for the rate law we can write the rate of the reaction 00:00:17.850 --> 00:00:19.650 is equal to the rate constant K 00:00:19.650 --> 00:00:23.410 times the concentration of A to the first power. 00:00:23.410 --> 00:00:25.700 We can also write that the rate of the reaction 00:00:25.700 --> 00:00:29.240 is equal to the negative of the change in the concentration 00:00:29.240 --> 00:00:31.463 of A over the change in time. 00:00:32.530 --> 00:00:35.200 By setting both of these equal to each other, 00:00:35.200 --> 00:00:36.900 and by doing some calculus, 00:00:36.900 --> 00:00:39.230 including the concept of integration, 00:00:39.230 --> 00:00:41.200 we arrive at the integrated rate law 00:00:41.200 --> 00:00:43.200 for a first-order reaction, 00:00:43.200 --> 00:00:46.020 which says that the natural log of the concentration of A 00:00:46.020 --> 00:00:49.780 at some time T, is equal to negative KT, 00:00:49.780 --> 00:00:51.530 where K is the rate constant 00:00:51.530 --> 00:00:55.130 plus the natural log of the initial concentration of A. 00:00:56.890 --> 00:00:58.450 Notice how the integrated rate law 00:00:58.450 --> 00:01:03.450 has the form of Y is equal to mx plus b, 00:01:03.630 --> 00:01:07.180 which is the equation for a straight line. 00:01:07.180 --> 00:01:10.980 So if we were to graph the natural log of the concentration 00:01:10.980 --> 00:01:15.040 of A on the Y axis, so let's go ahead and put that in here, 00:01:15.040 --> 00:01:19.130 the natural log of the concentration of A, 00:01:19.130 --> 00:01:23.660 and on the X axis we put the time, 00:01:23.660 --> 00:01:26.330 we would get a straight line 00:01:26.330 --> 00:01:28.900 and the slope of that straight line 00:01:28.900 --> 00:01:31.680 would be equal to negative K. 00:01:31.680 --> 00:01:33.593 So the slope of this line, 00:01:34.520 --> 00:01:36.670 the slope would be equal to the negative 00:01:36.670 --> 00:01:39.170 of the rate constant K, 00:01:39.170 --> 00:01:43.200 and the Y intercept would be equal to the natural log 00:01:43.200 --> 00:01:45.110 of the initial concentration of A. 00:01:45.110 --> 00:01:49.150 So right where this line meets the Y axis, 00:01:49.150 --> 00:01:51.560 that point is equal to the natural log 00:01:51.560 --> 00:01:54.740 of the initial concentration of A. 00:01:56.250 --> 00:01:59.970 The conversion of methyl isonitrile to acetonitrile 00:01:59.970 --> 00:02:02.150 is a first-order reaction. 00:02:02.150 --> 00:02:05.340 And these two molecules are isomers of each other. 00:02:05.340 --> 00:02:08.220 Let's use the data that's provided to us in this data table 00:02:08.220 --> 00:02:12.680 to show that this conversion is a first-order reaction. 00:02:12.680 --> 00:02:15.720 Since the coefficient in front of methyl isonitrile 00:02:15.720 --> 00:02:19.870 is a one, we can use this form of the integrated rate law 00:02:19.870 --> 00:02:21.870 where the slope is equal to the negative 00:02:21.870 --> 00:02:23.563 of the rate constant K. 00:02:24.820 --> 00:02:28.100 If our balanced equation had a two as a coefficient 00:02:28.100 --> 00:02:31.130 in front of our reactant, we would have had to include 1/2 00:02:32.070 --> 00:02:35.570 as a stoichiometric coefficient. 00:02:35.570 --> 00:02:38.540 And when we set our two rates equal to each other now 00:02:38.540 --> 00:02:42.610 and go through the calculus, instead of getting negative KT, 00:02:42.610 --> 00:02:45.513 we have gotten negative two KT. 00:02:46.400 --> 00:02:51.100 However for our reaction we don't have a coefficient of two. 00:02:51.100 --> 00:02:54.340 We have a coefficient of one and therefore 00:02:54.340 --> 00:02:58.113 we can use this form of the integrated rate law. 00:02:59.660 --> 00:03:02.070 Also notice that this form of the integrated rate law 00:03:02.070 --> 00:03:05.760 is in terms of the concentration of A 00:03:05.760 --> 00:03:08.930 but we don't have the concentration of methyl isonitrile 00:03:08.930 --> 00:03:10.090 in our data table, 00:03:10.090 --> 00:03:13.350 we have the pressure of methyl isonitrile. 00:03:13.350 --> 00:03:16.080 But pressure is related to concentration 00:03:16.080 --> 00:03:21.080 from the ideal gas law, so PV is equal to nRT. 00:03:21.360 --> 00:03:25.470 If we divide both sides by V, 00:03:25.470 --> 00:03:28.630 then we can see that pressure is equal to, 00:03:28.630 --> 00:03:30.730 n is moles and V is volumes, 00:03:30.730 --> 00:03:34.020 so moles divided by volume would be molarity, 00:03:34.020 --> 00:03:38.210 so molarity times R times T. 00:03:38.210 --> 00:03:41.340 And therefore pressure is directly proportional 00:03:41.340 --> 00:03:45.520 to concentration, and for a gas it's easier to measure 00:03:45.520 --> 00:03:48.390 the pressure than to get the concentration. 00:03:48.390 --> 00:03:50.310 And so you'll often see data 00:03:50.310 --> 00:03:53.670 for gases in terms of the pressure. 00:03:53.670 --> 00:03:55.780 Therefore, we can imagine this form of the 00:03:55.780 --> 00:04:00.290 integrated rate law as the natural log of the pressure 00:04:00.290 --> 00:04:03.530 of our gas at time T is equal to negative KT 00:04:03.530 --> 00:04:08.160 plus the natural log of the initial pressure of the gas. 00:04:08.160 --> 00:04:10.350 Therefore, to show that this reaction 00:04:10.350 --> 00:04:14.060 is a first-order reaction we need to graph the natural log 00:04:14.060 --> 00:04:18.380 of the pressure of methyl isonitrile on the Y axis 00:04:18.380 --> 00:04:20.960 and time on the X axis. 00:04:20.960 --> 00:04:24.283 So we need a new column in our data table. 00:04:25.184 --> 00:04:27.950 We need to put in the natural log 00:04:27.950 --> 00:04:32.950 of the pressure of methyl isonitrile. 00:04:33.690 --> 00:04:36.460 So for example, when time is equal to zero 00:04:36.460 --> 00:04:41.460 the pressure of methyl isonitrile is 502 torrs. 00:04:41.670 --> 00:04:45.350 So we need to take the natural log of 502. 00:04:45.350 --> 00:04:49.313 And the natural log of 502 is equal to 6.219. 00:04:55.480 --> 00:04:56.730 To save time, I've gone ahead 00:04:56.730 --> 00:04:58.600 and filled in this last column here, 00:04:58.600 --> 00:05:01.840 the natural log of the pressure methyl isonitrile. 00:05:01.840 --> 00:05:04.790 Notice what happens as time increases, right, 00:05:04.790 --> 00:05:09.230 as time increases the pressure of methyl isonitrile 00:05:09.230 --> 00:05:13.900 decreases since it's being turned into acetonitrile. 00:05:13.900 --> 00:05:16.690 So for our graph, we're gonna have the natural log 00:05:16.690 --> 00:05:20.370 of the pressure of methyl isonitrile on the y-axis. 00:05:20.370 --> 00:05:23.930 And we're gonna have time on the X axis. 00:05:23.930 --> 00:05:25.540 So notice our first point here 00:05:25.540 --> 00:05:28.460 when time is equal to zero seconds, 00:05:28.460 --> 00:05:33.460 the natural log of the pressure as equal to 6.219. 00:05:33.800 --> 00:05:37.050 So let's go down and let's look at the graph. 00:05:37.050 --> 00:05:39.560 All right, so I've already graphed it here. 00:05:39.560 --> 00:05:43.490 And we just saw when time is equal to zero seconds, 00:05:43.490 --> 00:05:47.560 the first point is equal to 6.219. 00:05:47.560 --> 00:05:52.560 And here I have the other data points already on the graph. 00:05:52.810 --> 00:05:55.820 Here's the integrated rate law for a first-order reaction 00:05:55.820 --> 00:06:00.720 and I put pressures in there instead of concentrations. 00:06:00.720 --> 00:06:03.890 And so we have the natural log of the pressure 00:06:03.890 --> 00:06:06.850 of methyl isonitrile on the y-axis 00:06:06.850 --> 00:06:10.300 and we have time on the X axis, 00:06:10.300 --> 00:06:12.700 and the slope of this line should be equal 00:06:12.700 --> 00:06:15.950 to the negative of the rate constant K. 00:06:15.950 --> 00:06:18.870 So there are many ways to find the slope of this line, 00:06:18.870 --> 00:06:22.900 one way would be to use a graphing calculator. 00:06:22.900 --> 00:06:25.210 So I used a graphing calculator 00:06:25.210 --> 00:06:28.030 and I put in the data from the data table 00:06:28.030 --> 00:06:30.700 and I found that the slope of this line 00:06:30.700 --> 00:06:33.850 is equal to negative 2.08 00:06:37.230 --> 00:06:42.130 times 10 to the negative fourth. 00:06:42.130 --> 00:06:46.360 And since if I go ahead and write y is equal to mx plus b, 00:06:46.360 --> 00:06:49.900 I need to remember to take the negative of that slope 00:06:49.900 --> 00:06:52.430 to find the rate constant K. 00:06:52.430 --> 00:06:56.350 Therefore K is equal to positive 2.08 00:06:58.230 --> 00:07:02.150 times 10 to the negative fourth. 00:07:02.150 --> 00:07:03.800 To get the units for the rate constant, 00:07:03.800 --> 00:07:06.040 we can remember that slope is equal to 00:07:06.040 --> 00:07:10.460 change in Y over change in X. 00:07:10.460 --> 00:07:14.100 So change in Y would be the natural log of the pressure, 00:07:14.100 --> 00:07:19.070 which has no unit, and X the unit is in seconds. 00:07:19.070 --> 00:07:24.070 So we would have one over seconds for the units for K. 00:07:24.950 --> 00:07:27.640 And finally, since we got a straight line 00:07:27.640 --> 00:07:32.640 when we graphed the natural log of the pressure versus time, 00:07:33.130 --> 00:07:36.770 we know that this data is for a first-order reaction. 00:07:36.770 --> 00:07:39.070 And therefore we've proved that the transformation 00:07:39.070 --> 00:07:41.400 of methyl isonitrile to acetonitrile 00:07:41.400 --> 00:07:43.283 is a first-order reaction.
Factors affecting reaction rates
https://www.youtube.com/watch?v=CoNHV7786Hg
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https://www.youtube.com/api/timedtext?v=CoNHV7786Hg&ei=6lWUZbSFKIWDp-oP-IOOuAw&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245338&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=34BBCCF5616A64DD2A43DFE89043959BF5EDCAD9.F0D44F097F0B3BE2D9F8A11C1E3C6187F96DA888&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.380 --> 00:00:01.610 - [Instructor] There are several factors 00:00:01.610 --> 00:00:04.140 that can affect the rate of a reaction. 00:00:04.140 --> 00:00:08.640 One factor is the concentration of a reactant. 00:00:08.640 --> 00:00:10.400 Most chemical reactions proceed faster 00:00:10.400 --> 00:00:14.290 when the concentration of one of the reactants is increased. 00:00:14.290 --> 00:00:17.100 For example, let's look at the reaction of solid zinc 00:00:17.100 --> 00:00:19.810 with hydrochloric acid to form an aqueous solution 00:00:19.810 --> 00:00:23.430 of zinc chloride and hydrogen gas. 00:00:23.430 --> 00:00:25.860 Let's say we put a piece of zinc metal. 00:00:25.860 --> 00:00:29.970 So go ahead and draw in the piece of zinc metal in here 00:00:29.970 --> 00:00:34.970 in a flask that contains three molar hydrochloric acid. 00:00:36.130 --> 00:00:39.090 So in our flask here, we have three molar, 00:00:39.090 --> 00:00:41.363 a solution of three molar hydrochloric acid. 00:00:42.500 --> 00:00:45.670 As the reaction proceeds, hydrogen gas is formed. 00:00:45.670 --> 00:00:47.890 So we could monitor the rate of this reaction 00:00:47.890 --> 00:00:51.250 by observing the amount of hydrogen gas bubbles 00:00:51.250 --> 00:00:53.280 that are coming out of the flask. 00:00:53.280 --> 00:00:54.954 Let's say that we repeat the experiment. 00:00:54.954 --> 00:00:58.400 This time instead of using three molar hydrochloric acid 00:00:58.400 --> 00:01:01.050 we're gonna use six molar hydrochloric acid. 00:01:01.050 --> 00:01:04.471 So we've increased the concentration 00:01:04.471 --> 00:01:08.520 of our hydrochloric acid solution. 00:01:08.520 --> 00:01:11.510 This time, when we add our piece of solid zinc 00:01:11.510 --> 00:01:14.973 to our six molar hydrochloric acid solution, 00:01:14.973 --> 00:01:18.620 we would observe more hydrogen gas bubbles 00:01:18.620 --> 00:01:21.753 coming out of our flask. 00:01:22.670 --> 00:01:24.770 So we have increased the concentration 00:01:24.770 --> 00:01:27.620 of one of our reactants hydrochloric acid. 00:01:27.620 --> 00:01:32.620 And we've observed an increase in the rate of the reaction. 00:01:33.840 --> 00:01:36.943 As the concentration of hydrochloric acid increases, 00:01:36.943 --> 00:01:39.278 there are more acid particles to collide 00:01:39.278 --> 00:01:41.210 with the piece of zinc. 00:01:41.210 --> 00:01:43.049 And therefore, as the concentration 00:01:43.049 --> 00:01:45.810 of hydrochloric acid goes up, 00:01:45.810 --> 00:01:48.391 the frequency of collisions increase 00:01:48.391 --> 00:01:51.700 and the rate of the reaction increases. 00:01:51.700 --> 00:01:52.808 Let's use the same reaction 00:01:52.808 --> 00:01:54.373 to talk about another factor 00:01:54.373 --> 00:01:56.800 that affects the rate of reaction. 00:01:56.800 --> 00:01:59.620 And that factor is surface area. 00:01:59.620 --> 00:02:01.704 You've already reacted a piece of solid zinc 00:02:01.704 --> 00:02:03.050 with hydrochloric acid. 00:02:03.050 --> 00:02:05.973 We could use three molar hydrochloric acid again. 00:02:05.973 --> 00:02:09.029 And we saw some bubbles come off of the piece of zinc 00:02:09.029 --> 00:02:11.880 indicating that hydrogen gas was produced. 00:02:11.880 --> 00:02:14.120 This time let's try breaking the piece of zinc 00:02:14.120 --> 00:02:15.784 into smaller pieces. 00:02:15.784 --> 00:02:19.200 So instead of using one large piece of zinc, 00:02:19.200 --> 00:02:22.323 here we have a bunch of small pieces of zinc. 00:02:22.323 --> 00:02:25.730 And if we were to do the experiment again, 00:02:25.730 --> 00:02:28.480 with three molar hydrochloric acid, 00:02:28.480 --> 00:02:33.280 this time we would see more bubbles of hydrogen gas 00:02:33.280 --> 00:02:37.090 coming off of those small pieces of zinc. 00:02:37.090 --> 00:02:41.308 So we have increased the surface area of the solid 00:02:41.308 --> 00:02:46.308 and we observed an increase in the rate of the reaction. 00:02:47.244 --> 00:02:49.519 When we had only one piece of zinc, 00:02:49.519 --> 00:02:52.153 the rate of the reaction was limited 00:02:52.153 --> 00:02:54.628 by the surface area of this one piece. 00:02:54.628 --> 00:02:57.388 Therefore by breaking it up into smaller pieces, 00:02:57.388 --> 00:03:01.700 we were able to the rate of the reaction. 00:03:01.700 --> 00:03:03.460 Temperature is another factor 00:03:03.460 --> 00:03:05.910 that can affect the rate of a reaction. 00:03:05.910 --> 00:03:09.330 So let's say on the left, we have a glow stick 00:03:09.330 --> 00:03:12.796 in a flask that contains some cold water. 00:03:12.796 --> 00:03:14.380 And the glow stick, 00:03:14.380 --> 00:03:16.440 let's say the glow stick is already glowing here. 00:03:16.440 --> 00:03:21.210 So let's draw in this color here for our glow stick. 00:03:21.210 --> 00:03:22.043 The glow from a glow stick 00:03:22.043 --> 00:03:24.580 comes from a chemical reaction. 00:03:24.580 --> 00:03:27.390 And if we were to increase the temperature, 00:03:27.390 --> 00:03:29.835 so let's say we heated this flask on the left. 00:03:29.835 --> 00:03:32.170 So we increase the temperature. 00:03:32.170 --> 00:03:35.200 We would observe the glow to get stronger. 00:03:35.200 --> 00:03:37.517 So let's go ahead and draw in here, 00:03:37.517 --> 00:03:41.490 a more vibrant glow coming from our glow stick. 00:03:41.490 --> 00:03:43.482 So increasing the temperature 00:03:43.482 --> 00:03:47.536 must have increased the rate of the reaction. 00:03:47.536 --> 00:03:49.670 The reason increasing the temperature 00:03:49.670 --> 00:03:52.090 increases the rate of the reaction in general, 00:03:52.090 --> 00:03:53.423 is because increase in temperature means 00:03:53.423 --> 00:03:55.410 the molecules are moving faster. 00:03:55.410 --> 00:03:57.591 And therefore the molecules are colliding with each other 00:03:57.591 --> 00:04:00.900 with greater frequency and with greater force 00:04:00.900 --> 00:04:03.410 which increases the rate of the reaction. 00:04:03.410 --> 00:04:05.314 The catalyst is another factor 00:04:05.314 --> 00:04:08.278 that can affect the rate of a reaction. 00:04:08.278 --> 00:04:10.886 Let's look at the balanced equation for the decomposition 00:04:10.886 --> 00:04:15.440 of hydrogen peroxide, which turns into water and oxygen. 00:04:15.440 --> 00:04:17.630 And let's say in our flask on the left, 00:04:17.630 --> 00:04:20.887 we have a solution of hydrogen peroxide. 00:04:20.887 --> 00:04:24.902 The hydrogen peroxide is decomposing at room temperature, 00:04:24.902 --> 00:04:27.172 but the reaction proceeds so slowly 00:04:27.172 --> 00:04:30.517 that we don't see it even happening. 00:04:30.517 --> 00:04:33.720 We can speed up the reaction by adding a catalyst. 00:04:33.720 --> 00:04:38.720 Let's say we have an aqueous solution of potassium iodide 00:04:39.660 --> 00:04:41.376 in our beaker here. 00:04:41.376 --> 00:04:45.261 And we pour the solution of potassium iodide 00:04:45.261 --> 00:04:50.058 into our flask containing the hydrogen peroxide. 00:04:50.058 --> 00:04:53.843 The addition of the iodide ion as a catalyst, 00:04:53.843 --> 00:04:56.389 causes the decomposition of hydrogen peroxide 00:04:56.389 --> 00:04:58.480 to occur very quickly. 00:04:58.480 --> 00:05:02.280 And we would see a huge plume of gas 00:05:02.280 --> 00:05:05.180 come out of the reaction flask. 00:05:05.180 --> 00:05:07.030 So the addition of a catalyst, 00:05:07.030 --> 00:05:10.095 in this case it was the iodide, an ion, 00:05:10.095 --> 00:05:14.483 increased the rate of the reaction. 00:05:15.500 --> 00:05:18.080 A catalyst increases the rate of reaction 00:05:18.080 --> 00:05:20.037 by effecting the kinds of collisions 00:05:20.037 --> 00:05:23.180 that occur between particles. 00:05:23.180 --> 00:05:25.770 And a catalyst increases the rate of reaction 00:05:25.770 --> 00:05:27.783 without being used up.
Khan Academy "Hamilton" song
https://www.youtube.com/watch?v=XmPSkMFxo0c
vtt
https://www.youtube.com/api/timedtext?v=XmPSkMFxo0c&ei=7lWUZd_bLrinp-oPxYSROA&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=4051D53F2E2744BE31940CB9984DA98E1FD509A7.A30EC9C31214A16BB700ECB3C11DC49E9E83D30E&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.392 --> 00:00:03.445 (upbeat music) 00:00:03.445 --> 00:00:08.445 ♪ How does a website platform, educational, and non-profit ♪ 00:00:08.613 --> 00:00:12.055 ♪ Shot in a cramped, damp shoe box of a closet ♪ 00:00:12.055 --> 00:00:15.107 ♪ As an office built by a Bengali trooper ♪ 00:00:15.107 --> 00:00:17.700 ♪ This product turned out to be the school house ♪ 00:00:17.700 --> 00:00:19.045 ♪ Of the future ♪ 00:00:19.045 --> 00:00:22.422 ♪ The naught recruit, hedge fund suitor without a suit ♪ 00:00:22.422 --> 00:00:25.760 ♪ Got a lot astute, by chasing a lot pursuit ♪ 00:00:25.760 --> 00:00:27.670 ♪ By gracing his wrestling roots ♪ 00:00:27.670 --> 00:00:29.518 ♪ Harvard Mass Tech Institute ♪ 00:00:29.518 --> 00:00:34.009 ♪ By 30, his niece needed a teacher substitute ♪ 00:00:34.009 --> 00:00:37.464 ♪ And every day while lessons executed and en routed ♪ 00:00:37.464 --> 00:00:41.245 ♪ Graphed waves, unit converted, and computed square roots ♪ 00:00:41.245 --> 00:00:44.948 ♪ Inside, he was longing for something of a job reboot ♪ 00:00:44.948 --> 00:00:49.162 ♪ This uncle was ready to help, coach, tutor, recruit ♪ 00:00:49.162 --> 00:00:52.373 ♪ 15 cousins in sight, so many lessons to unite ♪ 00:00:52.373 --> 00:00:56.483 ♪ Our guy saw his future scale, scaling up the fight ♪ 00:00:56.483 --> 00:01:00.174 ♪ Put a pencil to his tablet, connected it to his mic ♪ 00:01:00.174 --> 00:01:03.725 ♪ And he spoke his first insights, in video and sound bites ♪ 00:01:03.725 --> 00:01:05.799 ♪ Well, the word got around, she said, ♪ 00:01:05.799 --> 00:01:07.930 ♪ I pray for you at night, Sal ♪ 00:01:07.930 --> 00:01:09.321 ♪ Despite son's conditions ♪ 00:01:09.321 --> 00:01:11.680 ♪ You get through and make them bright now ♪ 00:01:11.680 --> 00:01:15.238 ♪ Get your education at your pace day or night ♪ 00:01:15.238 --> 00:01:17.774 ♪ And the world's gonna know your site ♪ 00:01:17.774 --> 00:01:19.130 ♪ What's your site, Sal ♪ 00:01:19.130 --> 00:01:22.254 ♪ Khanacademy.org ♪ 00:01:22.254 --> 00:01:26.128 ♪ My site is Khanacademy.org ♪ 00:01:26.128 --> 00:01:29.467 ♪ And there's a million things I haven't taught ♪ 00:01:29.467 --> 00:01:33.894 ♪ But just you wait, just you wait ♪ 00:01:33.894 --> 00:01:38.590 ♪ He needed cash, he wanted alg, cal, stats, maths 1 until 8 ♪ 00:01:38.590 --> 00:01:41.539 ♪ But he was halfway through his savings, one day Ann said ♪ 00:01:41.539 --> 00:01:45.730 ♪ I'll pay, and the Doerrs and the Gates, they gave way ♪ 00:01:45.730 --> 00:01:49.401 ♪ And now he has a team and they actually get paid ♪ 00:01:49.401 --> 00:01:53.289 ♪ SAT and AP, and physics, chem and biology ♪ 00:01:53.289 --> 00:01:55.711 ♪ He promised to you would keep them always free ♪ 00:01:55.711 --> 00:01:57.880 ♪ So we all achieve a voice saying ♪ 00:01:57.880 --> 00:02:00.167 ♪ Sal, other countries don't understand ♪ 00:02:00.167 --> 00:02:04.049 ♪ He got it translated and made in every language in demand ♪ 00:02:04.049 --> 00:02:05.794 ♪ The couldn't get calculus from books ♪ 00:02:05.794 --> 00:02:07.046 ♪ But in a video Sal drew limits ♪ 00:02:07.046 --> 00:02:08.837 ♪ And they understood, miraculous ♪ 00:02:08.837 --> 00:02:10.648 ♪ Even thought didn't know how he looks ♪ 00:02:10.648 --> 00:02:13.338 ♪ They started learning', stirrin' all their friends ♪ 00:02:13.338 --> 00:02:14.658 ♪ To get online, too, ♪ 00:02:14.658 --> 00:02:16.516 ♪ But teachers wanted learning outcomes ♪ 00:02:16.516 --> 00:02:18.245 ♪ So he felt inclined to ♪ 00:02:18.245 --> 00:02:21.842 ♪ Scannin' for evidence researchers in his radar ♪ 00:02:21.842 --> 00:02:25.014 ♪ Planning' for effect size in comms and PR ♪ 00:02:25.014 --> 00:02:28.771 ♪ In his closet with his intellectual repertoire ♪ 00:02:28.771 --> 00:02:32.253 ♪ On YouTube you can be a new star ♪ 00:02:32.253 --> 00:02:34.233 ♪ On YouTube you can be a new star ♪ 00:02:34.233 --> 00:02:35.850 ♪ Just you wait ♪ 00:02:35.850 --> 00:02:37.702 ♪ On YouTube you can be a new star ♪ 00:02:37.702 --> 00:02:39.507 ♪ Just you wait ♪ 00:02:39.507 --> 00:02:42.811 ♪ On YouTube you can be a new star ♪ 00:02:42.811 --> 00:02:44.913 ♪ On YouTube, YouTube, ♪ 00:02:44.913 --> 00:02:46.580 ♪ Just you wait ♪ 00:02:46.580 --> 00:02:49.893 ♪ Khanacademy.org, Khanacademy.org ♪ 00:02:49.893 --> 00:02:53.195 ♪ There's so many videos to learn ♪ 00:02:53.195 --> 00:02:58.195 ♪ Why does Sal teach online like he's running out of time ♪ 00:03:00.011 --> 00:03:04.162 ♪ Oh, Khanacademy.org, Khanacademy.org ♪ 00:03:04.162 --> 00:03:07.601 ♪ The online world turns to you ♪ 00:03:07.601 --> 00:03:10.754 ♪ Did you know that schools gone closed ♪ 00:03:10.754 --> 00:03:13.961 ♪ And now teaching's done virtual ♪ 00:03:13.961 --> 00:03:17.971 ♪ The world will never ♪ 00:03:17.971 --> 00:03:20.570 ♪ Be the same ♪ 00:03:20.570 --> 00:03:23.480 ♪ Oh the speech on-stage at TED talks ♪ 00:03:23.480 --> 00:03:24.701 ♪ See if you can spot him ♪ 00:03:24.701 --> 00:03:25.588 ♪ Just you wait ♪ 00:03:25.588 --> 00:03:27.910 ♪ Preaching on mastery by learning from the bottom ♪ 00:03:27.910 --> 00:03:28.905 ♪ Just you wait ♪ 00:03:28.905 --> 00:03:32.230 ♪ He isn't teaching solo now, an army now has sought him ♪ 00:03:32.230 --> 00:03:34.057 ♪ We worked with him ♪ 00:03:34.057 --> 00:03:35.785 ♪ We, we hosted him ♪ 00:03:35.785 --> 00:03:37.509 ♪ We, we trusted him ♪ 00:03:37.509 --> 00:03:38.907 ♪ We, we loved him ♪ 00:03:38.907 --> 00:03:43.230 ♪ And we, we're the donors that funded him ♪ 00:03:43.230 --> 00:03:46.394 ♪ And there's a million things I haven't taught ♪ 00:03:46.394 --> 00:03:49.508 ♪ Just you wait ♪ 00:03:49.508 --> 00:03:51.675 ♪ What's your site, Sal ♪ 00:03:51.675 --> 00:03:54.401 ♪ Khanacademy.org ♪
Human impacts on ecosystems
https://www.youtube.com/watch?v=K10qnzCYH54
vtt
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en
WEBVTT Kind: captions Language: en 00:00:00.570 --> 00:00:01.750 - [Instructor] What we're going to talk about 00:00:01.750 --> 00:00:04.030 in this video is how human activity 00:00:04.030 --> 00:00:06.260 creates changes in the environment. 00:00:06.260 --> 00:00:07.800 And not just any changes, 00:00:07.800 --> 00:00:10.420 but changes that can disrupt an ecosystem. 00:00:10.420 --> 00:00:14.730 And it can threaten the very existence of some species. 00:00:14.730 --> 00:00:16.240 And for the sake of this video, 00:00:16.240 --> 00:00:19.070 we'll think about it in five different dimensions. 00:00:19.070 --> 00:00:21.900 The first is habitat destruction. 00:00:21.900 --> 00:00:24.940 So this over here is a picture of some trees 00:00:24.940 --> 00:00:26.590 that have clearly been cut down. 00:00:26.590 --> 00:00:28.040 And there's many reasons why trees 00:00:28.040 --> 00:00:29.670 could be cut down like this. 00:00:29.670 --> 00:00:32.120 One could be maybe there's some logging here, 00:00:32.120 --> 00:00:34.550 and we human beings, we do need wood. 00:00:34.550 --> 00:00:37.370 Maybe it's being cleared for agriculture, 00:00:37.370 --> 00:00:39.300 which we also need. 00:00:39.300 --> 00:00:42.960 But when you do that, it's clearly eliminating the trees 00:00:42.960 --> 00:00:45.840 and many animals, many different types of species, 00:00:45.840 --> 00:00:49.950 were probably living in or amongst or on those trees. 00:00:49.950 --> 00:00:51.640 And if you do too much of that 00:00:51.640 --> 00:00:53.150 they might not have anywhere to live, 00:00:53.150 --> 00:00:55.230 or they might not have enough places to live 00:00:55.230 --> 00:00:57.430 to really thrive. 00:00:57.430 --> 00:01:01.510 Now, another form of anthropogenic changes 00:01:01.510 --> 00:01:06.510 or changes induced by human activity would be pollution. 00:01:06.710 --> 00:01:09.620 This right over here, you can see the exhaust, 00:01:09.620 --> 00:01:12.070 so to speak, from a coal-fired power plant. 00:01:12.070 --> 00:01:14.513 And that is polluting the air. 00:01:15.610 --> 00:01:17.310 harmful chemicals are being released, 00:01:17.310 --> 00:01:18.880 including greenhouse gases. 00:01:18.880 --> 00:01:20.700 And that's going to have other effects 00:01:20.700 --> 00:01:23.730 above and beyond just making the air less pleasant. 00:01:23.730 --> 00:01:25.440 But pollution isn't just about 00:01:25.440 --> 00:01:27.180 harmful chemicals going into the air. 00:01:27.180 --> 00:01:30.330 It could be about harmful chemicals going into the water, 00:01:30.330 --> 00:01:32.170 could be runoff from irrigation, 00:01:32.170 --> 00:01:34.160 or some other type of chemical. 00:01:34.160 --> 00:01:35.890 You could even have noise pollution. 00:01:35.890 --> 00:01:37.550 And you might think of that as an annoyance, 00:01:37.550 --> 00:01:40.420 but it can actually disrupt how certain animals behave. 00:01:40.420 --> 00:01:42.230 In fact, it could raise the stress level, 00:01:42.230 --> 00:01:45.280 which can change the biology of animals in subtle, 00:01:45.280 --> 00:01:47.400 but important ways. 00:01:47.400 --> 00:01:49.830 Another dimension in which we humans 00:01:49.830 --> 00:01:54.150 are affecting ecosystems is by introducing species 00:01:54.150 --> 00:01:56.870 to places where they might not have been before, 00:01:56.870 --> 00:02:00.350 especially what's often called invasive species. 00:02:00.350 --> 00:02:03.460 So this is a picture here of nutria, 00:02:03.460 --> 00:02:05.870 oftentimes referred to as nutria rats. 00:02:05.870 --> 00:02:07.560 I was born and raised in Louisiana, 00:02:07.560 --> 00:02:10.230 and there are many nutria in Louisiana, 00:02:10.230 --> 00:02:11.850 and they did not come from Louisiana. 00:02:11.850 --> 00:02:14.180 They came originally from South America. 00:02:14.180 --> 00:02:15.900 They were brought to the Gulf Coast, 00:02:15.900 --> 00:02:18.520 to the Southern United States, for their firs. 00:02:18.520 --> 00:02:20.490 The demand for their firs did not keep up, 00:02:20.490 --> 00:02:25.000 and these nutria escaped and now they are everywhere. 00:02:25.000 --> 00:02:27.686 And you might just, once again, view that as an annoyance, 00:02:27.686 --> 00:02:30.855 but they start overpowering other species. 00:02:30.855 --> 00:02:34.310 They are competing with other animals for the same food, 00:02:34.310 --> 00:02:36.640 for the same niche in the ecosystem. 00:02:36.640 --> 00:02:39.580 Nutria are also infamous for eating the plants 00:02:39.580 --> 00:02:43.120 that hold together the soil and the wetlands. 00:02:43.120 --> 00:02:45.080 And so the more that they do that 00:02:45.080 --> 00:02:47.280 the more that that soil gets eroded. 00:02:47.280 --> 00:02:50.820 And then you have issues like habitat destruction. 00:02:50.820 --> 00:02:54.530 You have fewer wetlands for other species. 00:02:54.530 --> 00:02:59.500 Now another dimension is over-exploitation. 00:02:59.500 --> 00:03:02.220 So this is a picture here of what's known as trawling, 00:03:02.220 --> 00:03:06.190 where you take a big boat and you have this huge net, 00:03:06.190 --> 00:03:08.670 and you just, the boat goes while the net 00:03:08.670 --> 00:03:10.790 is just grabbing all the fish in the water. 00:03:10.790 --> 00:03:13.300 And these dots here are all fish. 00:03:13.300 --> 00:03:15.130 And actually it goes, extends out here, 00:03:15.130 --> 00:03:18.460 'cause the net is bulging outward like that. 00:03:18.460 --> 00:03:21.050 And you can see it's a very efficient method 00:03:21.050 --> 00:03:25.080 of getting fish, but you could over fish. 00:03:25.080 --> 00:03:27.430 If you take too many fish out of the ocean, 00:03:27.430 --> 00:03:29.500 you're not going to have enough to reproduce 00:03:29.500 --> 00:03:31.240 and keep the population going. 00:03:31.240 --> 00:03:33.770 And even though you might get a lot of cheap fish 00:03:33.770 --> 00:03:35.850 very efficiently in the short-term, 00:03:35.850 --> 00:03:38.370 in the long-term the fish might go away. 00:03:38.370 --> 00:03:39.630 All of these, as you can imagine, 00:03:39.630 --> 00:03:40.810 connect in many ways. 00:03:40.810 --> 00:03:43.210 And a fifth dimension we could talk about, 00:03:43.210 --> 00:03:45.740 although it's very related to pollution 00:03:45.740 --> 00:03:49.600 and even deforestation, is climate change. 00:03:49.600 --> 00:03:51.110 And the climate change that we are 00:03:51.110 --> 00:03:52.810 most familiar with right now 00:03:52.810 --> 00:03:55.840 is this notion of global warming, 00:03:55.840 --> 00:03:59.150 which is occurring as we have rising levels 00:03:59.150 --> 00:04:01.930 of greenhouse gases, like CO2. 00:04:01.930 --> 00:04:04.250 And those could be released from things like 00:04:04.250 --> 00:04:07.890 this coal-fired power plant that we saw a few minutes ago. 00:04:07.890 --> 00:04:10.410 But there's many other sources of things like CO2 00:04:10.410 --> 00:04:12.520 and there's other greenhouse gases. 00:04:12.520 --> 00:04:15.130 But as we human beings release more and more of this 00:04:15.130 --> 00:04:18.090 into the atmosphere, these greenhouse gases 00:04:18.090 --> 00:04:20.700 trap more and more heat, and that, 00:04:20.700 --> 00:04:24.600 over the longterm, increases average global temperatures. 00:04:24.600 --> 00:04:26.570 And that doesn't just affect temperature. 00:04:26.570 --> 00:04:28.910 When you affect temperature, it can affect rainfall. 00:04:28.910 --> 00:04:30.410 It can affect wind patterns. 00:04:30.410 --> 00:04:32.980 And as we see in this picture over here, 00:04:32.980 --> 00:04:36.280 it can affect things like the amount of sea ice we have. 00:04:36.280 --> 00:04:39.930 Because if, on average, global temperatures are increasing, 00:04:39.930 --> 00:04:42.200 then water temperatures could be increasing, 00:04:42.200 --> 00:04:44.080 then you have more melting sea ice 00:04:44.080 --> 00:04:46.140 in both the Arctic and Antarctic. 00:04:46.140 --> 00:04:47.490 And then, for example, 00:04:47.490 --> 00:04:50.020 in the Arctic where you have polar bears, 00:04:50.020 --> 00:04:53.020 they would have less ice to be on when they're hunting 00:04:53.020 --> 00:04:54.450 the walruses or the seals, 00:04:54.450 --> 00:04:56.880 or frankly just ice to be on to rest 00:04:56.880 --> 00:04:59.310 from swimming in the water. 00:04:59.310 --> 00:05:01.270 And that melting ice also can contribute 00:05:01.270 --> 00:05:02.700 to rising sea levels. 00:05:02.700 --> 00:05:04.100 And it's not just the melting ice 00:05:04.100 --> 00:05:06.070 that's contributing to rising sea levels. 00:05:06.070 --> 00:05:08.240 It's also that water has different density 00:05:08.240 --> 00:05:09.460 at different temperatures. 00:05:09.460 --> 00:05:12.430 And so as you have that rising sea levels, 00:05:12.430 --> 00:05:15.220 that affects ecosystems around the planet, 00:05:15.220 --> 00:05:17.480 especially ecosystems close to the water. 00:05:17.480 --> 00:05:18.960 And one of the species that is 00:05:18.960 --> 00:05:21.070 most impacted by that is human beings. 00:05:21.070 --> 00:05:23.800 Most human beings actually live very close 00:05:23.800 --> 00:05:26.720 to sea level near a body of water. 00:05:26.720 --> 00:05:28.940 So as those sea levels rise 00:05:28.940 --> 00:05:30.980 they will have a very profound impact 00:05:30.980 --> 00:05:34.363 on a lot of animals, but especially human beings.
K selected and r selected population growth strategies
https://www.youtube.com/watch?v=ey4FTyYjiPw
vtt
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en
WEBVTT Kind: captions Language: en 00:00:00.220 --> 00:00:01.460 - [Narrator] What we're going to do in this video 00:00:01.460 --> 00:00:04.290 is talk about different population growth strategies 00:00:04.290 --> 00:00:05.410 for different species. 00:00:05.410 --> 00:00:06.570 And think about if we can come up 00:00:06.570 --> 00:00:08.820 with a broad categorization 00:00:08.820 --> 00:00:10.990 or if there's a broad categorization already 00:00:10.990 --> 00:00:12.630 out there for us. 00:00:12.630 --> 00:00:15.530 So, we see that there are species like elephants 00:00:15.530 --> 00:00:17.203 that are long lived, 00:00:18.730 --> 00:00:19.820 in the wild. 00:00:19.820 --> 00:00:22.800 An African elephant can live roughly as long 00:00:22.800 --> 00:00:26.900 as a human being can 50, 60, 70, in some cases, 80 years. 00:00:26.900 --> 00:00:29.130 You also have things like killer whales 00:00:29.130 --> 00:00:30.920 that are also long lived. 00:00:30.920 --> 00:00:32.560 You have things like human beings that 00:00:32.560 --> 00:00:34.630 live a pretty good long time compared 00:00:34.630 --> 00:00:36.500 to other things in nature. 00:00:36.500 --> 00:00:39.190 You have things like gorillas that are also reasonably long 00:00:39.190 --> 00:00:41.600 lived, live many, many, many decades. 00:00:41.600 --> 00:00:44.120 Now there's also other patterns that you see 00:00:44.120 --> 00:00:45.793 on these large mammals. 00:00:46.974 --> 00:00:48.423 They tend to be large. 00:00:49.290 --> 00:00:50.940 Especially, if you think about compared 00:00:50.940 --> 00:00:53.740 to very small things in the animal kingdom. 00:00:53.740 --> 00:00:57.330 They tend to not have a lot of children 00:00:57.330 --> 00:00:59.760 every reproductive event, I guess you could say 00:00:59.760 --> 00:01:00.900 at every time they give birth. 00:01:00.900 --> 00:01:04.683 So few few children, 00:01:05.630 --> 00:01:07.110 children 00:01:07.110 --> 00:01:10.810 at a time 00:01:10.810 --> 00:01:13.480 And it takes them a while to give birth to those children. 00:01:13.480 --> 00:01:16.040 And then they take care of them for a while. 00:01:16.040 --> 00:01:18.500 Now, the other end of the spectrum, you have some 00:01:18.500 --> 00:01:19.910 of the things that we have here. 00:01:19.910 --> 00:01:24.310 You have amphibians like frogs, you have insects. 00:01:24.310 --> 00:01:28.170 You could imagine small fish, bacteria, mosquitoes 00:01:28.170 --> 00:01:30.210 that are more short-lived. 00:01:30.210 --> 00:01:31.090 Short 00:01:32.600 --> 00:01:33.433 lived. 00:01:34.766 --> 00:01:36.823 They tend to be smaller. 00:01:39.080 --> 00:01:42.180 And they tend to have a lot of children at a time. 00:01:42.180 --> 00:01:45.850 So lots of children 00:01:47.610 --> 00:01:49.890 at a time. 00:01:49.890 --> 00:01:53.000 Just an example, a frog or what do you see here 00:01:53.000 --> 00:01:56.390 is this is a spiders coming out of an egg sack. 00:01:56.390 --> 00:01:58.430 Frogs or spiders, 00:01:58.430 --> 00:02:02.660 they can lay in many cases, thousands of eggs at a time. 00:02:02.660 --> 00:02:05.510 And they're not really dependent on any one of those eggs, 00:02:05.510 --> 00:02:06.870 necessarily surviving. 00:02:06.870 --> 00:02:08.990 Many of them will be killed off by predators 00:02:08.990 --> 00:02:12.130 but as long as a few survive then the next generation, 00:02:12.130 --> 00:02:14.110 you can imagine, they get to reproduction 00:02:14.110 --> 00:02:16.250 and then they'll lay thousands of eggs. 00:02:16.250 --> 00:02:18.070 And they're shorter lived. 00:02:18.070 --> 00:02:20.430 A frog could live a few years. 00:02:20.430 --> 00:02:23.650 Some insects might live anywhere from a few days 00:02:23.650 --> 00:02:25.290 to a few years. 00:02:25.290 --> 00:02:27.040 You have things like bacteria that can have 00:02:27.040 --> 00:02:29.460 an even shorter life span. 00:02:29.460 --> 00:02:32.690 So, when biologists or ecologists look at this, they say 00:02:32.690 --> 00:02:35.920 it looks like there is a spectrum over here. 00:02:35.920 --> 00:02:39.410 You have these large long-lived animals 00:02:39.410 --> 00:02:41.380 that have a few children at a time. 00:02:41.380 --> 00:02:44.900 And really the limiting factor on their population 00:02:44.900 --> 00:02:47.610 is how dense their population is. 00:02:47.610 --> 00:02:49.810 At some point, these animals are going to compete 00:02:49.810 --> 00:02:51.720 for resources with each other. 00:02:51.720 --> 00:02:53.630 And that's true of things like human beings. 00:02:53.630 --> 00:02:55.720 And the other end, you have these things 00:02:55.720 --> 00:03:00.150 like spiders or frogs, instead might be limited 00:03:00.150 --> 00:03:02.620 on their reproduction by environmental factors 00:03:02.620 --> 00:03:07.490 like how moist or dry it is, how hot or cold it is. 00:03:07.490 --> 00:03:10.970 And so generally speaking folks have attempted 00:03:10.970 --> 00:03:14.100 to classify these types of species. 00:03:14.100 --> 00:03:15.780 They call them K selected. 00:03:15.780 --> 00:03:18.950 I'll talk about where the K comes from in a second. 00:03:18.950 --> 00:03:23.633 And they talk about these types of species as R selected. 00:03:24.530 --> 00:03:26.810 And where these letters come from, 00:03:26.810 --> 00:03:29.490 is there, there's a general idea that 00:03:29.490 --> 00:03:32.390 if we draw a little axis here, time 00:03:32.390 --> 00:03:35.750 and then draw up axis here, population 00:03:35.750 --> 00:03:38.650 on the vertical axis, most species that 00:03:38.650 --> 00:03:40.790 when there's not a lot of them, and they're not limited 00:03:40.790 --> 00:03:45.610 by resources they will grow exponentially like this. 00:03:45.610 --> 00:03:46.960 Now, when you go into the math of it, 00:03:46.960 --> 00:03:50.080 that rate of growth is usually denoted by the letter R, 00:03:50.080 --> 00:03:52.550 and you could see where this R selected is coming from. 00:03:52.550 --> 00:03:56.110 And what that R is how large it is is determined 00:03:56.110 --> 00:03:59.480 by a species biotic potential. 00:03:59.480 --> 00:04:04.070 And biotic potential just means in a given environment, 00:04:04.070 --> 00:04:05.630 how quickly can they reproduce? 00:04:05.630 --> 00:04:08.510 What percentage of those are able to get to maturity 00:04:08.510 --> 00:04:11.010 so that they can reproduce, et cetera, et cetera. 00:04:11.010 --> 00:04:13.500 And so you could imagine the higher the R, 00:04:13.500 --> 00:04:17.190 the faster this exponential growth goes up. 00:04:17.190 --> 00:04:21.040 Now, at some point you're going to be resource constrained. 00:04:21.040 --> 00:04:23.860 And some there's some carrying capacity. 00:04:23.860 --> 00:04:26.310 And so let's say this is the carrying capacity here, 00:04:26.310 --> 00:04:27.620 and let's call that K. 00:04:27.620 --> 00:04:30.780 And the reason why we use K instead of C is K comes 00:04:30.780 --> 00:04:33.860 from a word for capacity in German. 00:04:33.860 --> 00:04:37.300 So, at some point you're gonna have so many things 00:04:37.300 --> 00:04:39.100 that you're not gonna have enough resources 00:04:39.100 --> 00:04:39.970 to support more. 00:04:39.970 --> 00:04:42.510 And so your population would flatten out 00:04:42.510 --> 00:04:44.180 something like this. 00:04:44.180 --> 00:04:48.520 And so, generally speaking biologists have categorized 00:04:48.520 --> 00:04:52.644 these left categories of species as K selected. 00:04:52.644 --> 00:04:55.920 The amount that you have, the amount of population 00:04:55.920 --> 00:04:58.920 is going to be determined by the resources that are there, 00:04:58.920 --> 00:05:01.250 the carrying capacity in the environment, 00:05:01.250 --> 00:05:04.430 while things like frogs and mosquitoes and bacteria 00:05:04.430 --> 00:05:07.370 and spiders, you view more as R selected. 00:05:07.370 --> 00:05:11.450 They're gonna grow exponentially at their biotic potential, 00:05:11.450 --> 00:05:14.030 but that biotic potential is gonna be determined 00:05:14.030 --> 00:05:16.180 by how hot or cold or wet or dry 00:05:16.180 --> 00:05:17.700 or other environmental factors. 00:05:17.700 --> 00:05:20.060 They're not gonna get to such a high density, 00:05:20.060 --> 00:05:23.040 that they're really competing with each other. 00:05:23.040 --> 00:05:26.120 Now, as you can imagine with most categorizations, 00:05:26.120 --> 00:05:29.420 nature is not that clean that things are always going 00:05:29.420 --> 00:05:31.180 to be on the left side, or always gonna 00:05:31.180 --> 00:05:32.370 be on the right side. 00:05:32.370 --> 00:05:35.100 For example, things like turtles, lay a lot of eggs 00:05:35.100 --> 00:05:37.740 but they live a very long time. 00:05:37.740 --> 00:05:41.210 It's also worth noting that there's no value judgment 00:05:41.210 --> 00:05:43.860 that one strategy is better than the other. 00:05:43.860 --> 00:05:45.230 They've both been successful. 00:05:45.230 --> 00:05:47.120 The fact that these species exist today, 00:05:47.120 --> 00:05:49.210 show that they have worked well. 00:05:49.210 --> 00:05:52.030 It is worth noting that invasive species tend 00:05:52.030 --> 00:05:53.810 to be more R selected. 00:05:53.810 --> 00:05:55.540 They will just grow and grow and grow, 00:05:55.540 --> 00:05:58.430 and gonna be limited by the environment and not as much 00:05:58.430 --> 00:05:59.730 by each other. 00:05:59.730 --> 00:06:02.570 While K selected species are often the ones 00:06:02.570 --> 00:06:06.270 that are most effected by invasive species. 00:06:06.270 --> 00:06:08.600 Now, the last thing I wanna highlight is, 00:06:08.600 --> 00:06:12.110 what we just talked about as population growth strategies. 00:06:12.110 --> 00:06:16.150 And that can sometimes be confused with niche strategies 00:06:16.150 --> 00:06:18.530 where are there certain species that are generalists, 00:06:18.530 --> 00:06:20.310 that can occupy many different niches 00:06:20.310 --> 00:06:23.540 while there's certain species that are more specialists. 00:06:23.540 --> 00:06:26.060 Here, we're just talking about generally speaking, 00:06:26.060 --> 00:06:28.750 how do species tend to grow in population? 00:06:28.750 --> 00:06:31.010 While when we talk about niche strategies, 00:06:31.010 --> 00:06:34.160 we're gonna talk about the types of niches they feel 00:06:34.160 --> 00:06:36.450 in order to get their resources. 00:06:36.450 --> 00:06:39.353 And we'll talk more about all of that in future videos.
Official SAT Practice Tips for Students
https://www.youtube.com/watch?v=Jw38WchbD-4
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WEBVTT Kind: captions Language: en 00:00:01.600 --> 00:00:04.170 - [Shannon] Hi, I'm Shannon from Khan Academy. 00:00:04.170 --> 00:00:06.330 And I want to show you how to make the most 00:00:06.330 --> 00:00:10.490 of your learning time on Official SAT Practice. 00:00:10.490 --> 00:00:12.800 Research has shown that more time spent 00:00:12.800 --> 00:00:15.810 on Official SAT Practice is associated 00:00:15.810 --> 00:00:18.360 with greater SAT scores, 00:00:18.360 --> 00:00:21.850 but how you spend that time really matters. 00:00:21.850 --> 00:00:24.990 Before we begin, let's make sure you know how to access 00:00:24.990 --> 00:00:26.823 Official SAT Practice. 00:00:27.670 --> 00:00:30.290 Make sure you're signed into your Khan Academy account 00:00:30.290 --> 00:00:33.363 by checking for your name in the upper right-hand corner. 00:00:34.600 --> 00:00:37.890 If you're using Official SAT Practice in a class, 00:00:37.890 --> 00:00:40.570 you should see a tab that says SAT 00:00:40.570 --> 00:00:42.393 on the left side navigation. 00:00:43.240 --> 00:00:47.900 Select the SAT tab and from there select Practice 00:00:47.900 --> 00:00:50.113 to be taken to your student dashboard. 00:00:51.230 --> 00:00:54.620 If you aren't using SAT practice in a class, 00:00:54.620 --> 00:00:58.460 you can select Edit Courses to add the SAT tab 00:00:58.460 --> 00:01:00.133 to your Khan Academy account. 00:01:04.890 --> 00:01:08.123 Number one. Link your account to CollegeBoard. 00:01:09.710 --> 00:01:12.410 To receive a personalized practice plan, 00:01:12.410 --> 00:01:14.580 you have two options. 00:01:14.580 --> 00:01:18.600 Number one, take a series of diagnostic quizzes. 00:01:18.600 --> 00:01:21.310 Or number two, link your CollegeBoard account 00:01:21.310 --> 00:01:22.423 to Khan Academy. 00:01:23.440 --> 00:01:25.450 The easiest way to get a study plan 00:01:25.450 --> 00:01:28.280 that is personalized to your results is to link 00:01:28.280 --> 00:01:30.980 your Khan and CollegeBoard accounts. 00:01:30.980 --> 00:01:32.600 Once your accounts are linked, 00:01:32.600 --> 00:01:34.710 we'll automatically recommend skills 00:01:34.710 --> 00:01:36.890 where you have room to improve, 00:01:36.890 --> 00:01:39.643 especially ones that show up frequently on the SAT. 00:01:40.890 --> 00:01:42.423 We recommend that you link your accounts 00:01:42.423 --> 00:01:46.093 so that you can waste no time improving the right skills. 00:01:47.800 --> 00:01:49.280 Number two. 00:01:49.280 --> 00:01:52.833 Follow your personalized practice recommendations. 00:01:54.140 --> 00:01:56.800 If you already linked your Khan Academy 00:01:56.800 --> 00:01:58.530 and CollegeBoard accounts, 00:01:58.530 --> 00:02:02.263 you will see your skill recommendations on the Practice tab. 00:02:03.260 --> 00:02:06.290 At the top of the page, you should see a set 00:02:06.290 --> 00:02:10.570 of recommended practice for math and reading and writing 00:02:10.570 --> 00:02:14.380 that always end in a timed mini section. 00:02:14.380 --> 00:02:17.913 Now, let's take a deeper look at how skills are recommended. 00:02:18.770 --> 00:02:22.450 Let's say there are two skills at two different levels. 00:02:22.450 --> 00:02:27.450 Skill A is at level two, skill B is that level three. 00:02:28.650 --> 00:02:30.670 You might think it would be more important 00:02:30.670 --> 00:02:32.900 to improve skill A. 00:02:32.900 --> 00:02:36.030 However, in some cases, we may recommend 00:02:36.030 --> 00:02:37.680 that you practice skill B 00:02:37.680 --> 00:02:40.400 because it shows up more frequently on the SAT 00:02:41.340 --> 00:02:43.538 and improving it to level four would do more 00:02:43.538 --> 00:02:45.163 to raise your score. 00:02:48.070 --> 00:02:50.833 Number three. Level up skills. 00:02:51.890 --> 00:02:56.110 In official SAT practice, you have a specific skill level 00:02:56.110 --> 00:02:58.280 for the 41 skills in math 00:02:58.280 --> 00:03:01.610 and the 28 skills in reading and writing. 00:03:01.610 --> 00:03:06.420 As you answer questions, your skill levels move up or down 00:03:06.420 --> 00:03:07.923 depending on how you do. 00:03:08.790 --> 00:03:10.610 Leveling up your skills shows you 00:03:10.610 --> 00:03:12.720 that you are consistently advancing 00:03:12.720 --> 00:03:15.050 in the content on the SAT. 00:03:15.050 --> 00:03:18.510 And it's a great way to monitor your progress. 00:03:18.510 --> 00:03:20.167 You might be wondering, 00:03:20.167 --> 00:03:22.997 "But what if I do if I get stuck on a skill?" 00:03:23.930 --> 00:03:25.650 It's normal to feel stuck at times 00:03:25.650 --> 00:03:27.580 when studying for the SAT. 00:03:27.580 --> 00:03:29.340 We've all been there. 00:03:29.340 --> 00:03:31.988 But those moments of confusion are also the times 00:03:31.988 --> 00:03:33.550 when you have the opportunity 00:03:33.550 --> 00:03:36.220 to improve your score the most. 00:03:36.220 --> 00:03:40.120 Push through by using the hints, instructional videos 00:03:40.120 --> 00:03:42.803 or ask for help when you're learning a new skill. 00:03:43.750 --> 00:03:47.010 As you answer questions on Official SAT Practice, 00:03:47.010 --> 00:03:50.540 you have access to text explanations and videos 00:03:50.540 --> 00:03:53.470 to deepen your understanding of the content. 00:03:53.470 --> 00:03:56.910 You can also use the Review tab to review your answers 00:03:56.910 --> 00:03:59.030 from completed practice. 00:03:59.030 --> 00:04:02.570 If you're still stuck, reach out to one of your classmates, 00:04:02.570 --> 00:04:05.403 a teacher or a family member for support. 00:04:08.680 --> 00:04:12.413 Number four. Take a full-length practice test. 00:04:14.890 --> 00:04:17.410 Select the Full Tests tab at the top 00:04:17.410 --> 00:04:20.593 to access the full-length SAT practice tests. 00:04:21.610 --> 00:04:24.250 Taking a practice test is a crucial step 00:04:24.250 --> 00:04:27.090 to ensure you're prepared for a test day 00:04:27.090 --> 00:04:30.510 by simulating the real test experience. 00:04:30.510 --> 00:04:32.910 Eight full-length practice tests are available 00:04:32.910 --> 00:04:35.020 on Official SAT Practice, 00:04:35.020 --> 00:04:36.910 which can be taken in one sitting 00:04:36.910 --> 00:04:39.023 or section by section over time. 00:04:39.890 --> 00:04:42.030 The information from your full-length test 00:04:42.030 --> 00:04:45.093 will also result in even more personalized practice. 00:04:46.910 --> 00:04:49.200 Now that you know the top four tips to using 00:04:49.200 --> 00:04:53.320 Official SAT Practice, you're ready to get started. 00:04:53.320 --> 00:04:56.060 Log into your Khan Academy account today. 00:04:56.060 --> 00:04:57.123 Happy studying!
Khan Kickoff Pep Talk: Akbar Gbajabiamila
https://www.youtube.com/watch?v=Bue8hgXgoWc
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en
WEBVTT Kind: captions Language: en 00:00:00.560 --> 00:00:02.730 - Khan Academy students, what's goin' on? 00:00:02.730 --> 00:00:07.340 It's Akbar Gbaja-Biamila, host of American Ninja Warrior. 00:00:07.340 --> 00:00:09.330 I just wanted to check in with you guys, 00:00:09.330 --> 00:00:12.400 but also to wish you a happy New Year. 00:00:12.400 --> 00:00:14.390 It's 2021. 00:00:14.390 --> 00:00:15.990 Things are gonna be a lot different. 00:00:15.990 --> 00:00:19.010 And I know in 2020 things got crazy, right? 00:00:19.010 --> 00:00:21.610 We had the isolation and a lot of us were struggling, 00:00:21.610 --> 00:00:23.240 going through the ups and the downs 00:00:23.240 --> 00:00:25.880 and things at home were starting the change 00:00:25.880 --> 00:00:27.480 because of COVID-19. 00:00:27.480 --> 00:00:30.510 Well, this is a new year, a new mindset. 00:00:30.510 --> 00:00:32.950 And, as you can see, I'm inside of my office 00:00:32.950 --> 00:00:35.230 and you can see some of my football jerseys. 00:00:35.230 --> 00:00:37.050 And what I love about football, 00:00:37.050 --> 00:00:39.550 what I love about American Ninja Warrior, 00:00:39.550 --> 00:00:41.410 is that you constantly have obstacles 00:00:41.410 --> 00:00:42.870 that you have to overcome. 00:00:42.870 --> 00:00:46.790 That is going to happen regardless of it's a good year 00:00:46.790 --> 00:00:49.040 or a bad year that we saw, 00:00:49.040 --> 00:00:51.550 and I put it in quote because that's all relative, 00:00:51.550 --> 00:00:53.610 that we saw in 2020. 00:00:53.610 --> 00:00:56.010 So my coach used to tell me this, 00:00:56.010 --> 00:00:57.950 and I truly do believe this, 00:00:57.950 --> 00:01:01.390 is that tough times don't last, but tough people do. 00:01:01.390 --> 00:01:03.280 And to be tough, what does that mean? 00:01:03.280 --> 00:01:04.700 Does that mean you have to growl, like 00:01:04.700 --> 00:01:05.690 (Akbar growls) 00:01:05.690 --> 00:01:08.470 No, what it means is that you're willing to accept 00:01:08.470 --> 00:01:10.890 the challenges that are in front of you. 00:01:10.890 --> 00:01:14.210 You're willing to go with the ups and the downs, 00:01:14.210 --> 00:01:17.670 but you're also knowing that you have this trajectory, 00:01:17.670 --> 00:01:18.600 you're going up. 00:01:18.600 --> 00:01:22.260 So to the Khan Academy students, I say this to you: 00:01:22.260 --> 00:01:25.800 be an American Ninja Warrior in the classroom, 00:01:25.800 --> 00:01:28.330 at home, doing your personal life. 00:01:28.330 --> 00:01:30.755 Whatever it is that you're going, have that mindset 00:01:30.755 --> 00:01:33.120 that I will overcome. 00:01:33.120 --> 00:01:35.370 You're overcome whatever those obstacles. 00:01:35.370 --> 00:01:37.140 And then when I see you at that buzzer, 00:01:37.140 --> 00:01:39.110 when you get up that warp wall in life, 00:01:39.110 --> 00:01:41.260 in school, in your personal life, 00:01:41.260 --> 00:01:43.400 and you hit that buzzer, I'm gonna say, 00:01:43.400 --> 00:01:46.130 I see you, I see you hitting that buzzer! 00:01:46.130 --> 00:01:50.970 So, take on 2021 with a new mindset, a new attitude. 00:01:50.970 --> 00:01:52.300 Don't look in the past. 00:01:52.300 --> 00:01:55.640 It's just something for you to reflect and move forward. 00:01:55.640 --> 00:01:57.170 I'll leave you with this: 00:01:57.170 --> 00:02:01.960 take every stumbling block in school, in life, whatever, 00:02:01.960 --> 00:02:04.890 and turn it into a stepping stone. 00:02:04.890 --> 00:02:06.270 You got that? 00:02:06.270 --> 00:02:08.810 Stumbling block into a stepping stone, 00:02:08.810 --> 00:02:12.040 that's your challenge for 2021, all right? 00:02:12.040 --> 00:02:16.110 You guys are Khan Academy ninja warriors! 00:02:16.110 --> 00:02:18.613 Have a great school year and we'll talk soon.
Khan Kickoff Overview
https://www.youtube.com/watch?v=aGAzB633b4U
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WEBVTT Kind: captions Language: en 00:00:00.810 --> 00:00:01.890 - [Narrator] Here's a quick overview 00:00:01.890 --> 00:00:04.810 of our free motivation program, Khan Kickoff. 00:00:04.810 --> 00:00:06.500 Let's start with a challenge, 00:00:06.500 --> 00:00:08.430 which is that motivating students right now 00:00:08.430 --> 00:00:09.950 is just super hard. 00:00:09.950 --> 00:00:11.740 With everything going on in the world, 00:00:11.740 --> 00:00:13.950 getting students to show up and engage day-after-day 00:00:13.950 --> 00:00:15.610 is no easy feat, 00:00:15.610 --> 00:00:18.530 but teachers did report one bright spot from the fall, 00:00:18.530 --> 00:00:20.610 which was the power of teamwork. 00:00:20.610 --> 00:00:23.110 Specifically, hundreds of educators told us 00:00:23.110 --> 00:00:25.140 that having students work together to make progress 00:00:25.140 --> 00:00:28.730 and learn storm, got their classes to show up and work hard 00:00:28.730 --> 00:00:30.900 even during incredibly tough times. 00:00:30.900 --> 00:00:32.870 So, Khan kickoff builds on that same sense 00:00:32.870 --> 00:00:35.990 of camaraderie to get your students energized this winter. 00:00:35.990 --> 00:00:37.073 Here's how it works. 00:00:37.970 --> 00:00:41.510 So, all you have to do is go to your activity overview 00:00:41.510 --> 00:00:42.900 and then on a weekly basis 00:00:42.900 --> 00:00:44.570 copying your student's progress 00:00:44.570 --> 00:00:46.270 right into your progress tracker. 00:00:46.270 --> 00:00:47.470 And then you set up your teams, 00:00:47.470 --> 00:00:50.250 either within your classroom breaking into groups, 00:00:50.250 --> 00:00:53.270 competing against other periods or even other classrooms. 00:00:53.270 --> 00:00:55.890 And then you celebrate your progress with the big reveal, 00:00:55.890 --> 00:00:59.310 the scoreboard, and a chance to celebrate. 00:00:59.310 --> 00:01:03.060 And that celebration includes custom certificates 00:01:03.060 --> 00:01:05.770 with each student being acknowledged 00:01:05.770 --> 00:01:08.320 on their own personalized certificate, 00:01:08.320 --> 00:01:09.690 as well as the ability for you 00:01:09.690 --> 00:01:12.640 as the teacher to take your own little victory lap 00:01:12.640 --> 00:01:16.100 and show off with your certificate to your fellow educators. 00:01:16.100 --> 00:01:17.600 And when you do that 00:01:17.600 --> 00:01:20.620 you're gonna be automatically entered into our giveaway, 00:01:20.620 --> 00:01:22.980 which features 10 prize packs 00:01:22.980 --> 00:01:24.870 that include a Wacom drawing tablet, 00:01:24.870 --> 00:01:29.000 just like the one that Sal Khan uses and the $100 gift card. 00:01:29.000 --> 00:01:31.400 So, you can commission your own celebration videos 00:01:31.400 --> 00:01:33.570 from top athletes and performers. 00:01:33.570 --> 00:01:35.970 And best of all Khan kickoff is free 00:01:35.970 --> 00:01:37.520 and open to all educators. 00:01:37.520 --> 00:01:39.313 So, feel free to dive in today.
Primary productivity in ecosystems
https://www.youtube.com/watch?v=8zO0algdgNM
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WEBVTT Kind: captions Language: en 00:00:01.130 --> 00:00:01.963 - [Instructor] In this video, 00:00:01.963 --> 00:00:03.950 we're going to talk about energy, 00:00:03.950 --> 00:00:05.330 and in particular, we're gonna talk about 00:00:05.330 --> 00:00:08.190 the energy of life, the energy that I need to live 00:00:08.190 --> 00:00:09.240 and all of us need to live, 00:00:09.240 --> 00:00:10.430 the energy you need to think, 00:00:10.430 --> 00:00:13.610 the energy I'm using to make this video right now. 00:00:13.610 --> 00:00:15.570 And some of you might already guess 00:00:15.570 --> 00:00:17.930 where this energy is coming from, 00:00:17.930 --> 00:00:21.080 the surface of our planet is constantly being bombarded 00:00:21.080 --> 00:00:24.740 with light energy from the Sun, 00:00:24.740 --> 00:00:27.670 and you might know that there is certain organisms 00:00:27.670 --> 00:00:31.320 on our planet that are capable of taking that light energy 00:00:31.320 --> 00:00:35.390 and then storing it as chemical energy. 00:00:35.390 --> 00:00:37.470 And those things, and there's many types, 00:00:37.470 --> 00:00:39.420 but the ones that we see most often 00:00:39.420 --> 00:00:42.050 in our day-to-day life, are plants. 00:00:42.050 --> 00:00:44.600 And so let's imagine a plant here. 00:00:44.600 --> 00:00:46.440 And what it's doing is, 00:00:46.440 --> 00:00:48.280 it's using that light energy 00:00:48.280 --> 00:00:50.770 in conjunction with water, 00:00:50.770 --> 00:00:52.890 typically from the soil, 00:00:52.890 --> 00:00:55.610 that maybe it's getting through its roots, 00:00:55.610 --> 00:00:59.100 and carbon dioxide in the air. 00:00:59.100 --> 00:01:01.160 And it's using that light energy 00:01:01.160 --> 00:01:04.830 to actually stick, or you could say fix, 00:01:04.830 --> 00:01:07.450 the carbon to construct itself. 00:01:07.450 --> 00:01:11.440 And in its own tissue, it's storing that energy, 00:01:11.440 --> 00:01:13.560 and then if it were to break down that tissue, 00:01:13.560 --> 00:01:17.610 it can release that energy in various forms. 00:01:17.610 --> 00:01:19.230 Now, as it does this, 00:01:19.230 --> 00:01:22.580 you might also be familiar that these photosynthesizers, 00:01:22.580 --> 00:01:26.230 or these primary producers, or these autotrophs, 00:01:26.230 --> 00:01:30.320 they're also releasing molecular oxygen. 00:01:30.320 --> 00:01:31.700 Now, if we were to describe this 00:01:31.700 --> 00:01:34.790 in chemical terms, or chemistry terms, 00:01:34.790 --> 00:01:38.480 we would describe this process of photosynthesis 00:01:38.480 --> 00:01:42.940 as taking carbon dioxide from the air, 00:01:42.940 --> 00:01:47.780 in conjunction with water from the soil, 00:01:47.780 --> 00:01:51.200 and what's, I guess you could say, fueling all of this 00:01:51.200 --> 00:01:56.193 is light energy, usually from the Sun, 00:01:57.080 --> 00:02:00.730 and what that is yielding is 00:02:00.730 --> 00:02:02.260 the tissue of the plant 00:02:02.260 --> 00:02:05.340 that is actually storing that energy is chemical energy 00:02:05.340 --> 00:02:07.010 in an organic form, 00:02:07.010 --> 00:02:12.010 and the primary way that this is done is through glucose, 00:02:12.370 --> 00:02:16.880 which is C6H12O6. 00:02:16.880 --> 00:02:17.757 I know what you're thinking, 00:02:17.757 --> 00:02:19.260 "All plants don't taste sweet." 00:02:19.260 --> 00:02:21.210 Well, if you take chains of sugars 00:02:21.210 --> 00:02:23.410 and put them together, you get carbohydrates, 00:02:23.410 --> 00:02:24.860 and you adapt 'em a little bit, 00:02:24.860 --> 00:02:26.450 you get things like starches, 00:02:26.450 --> 00:02:28.840 and that's what most of the plant tissue is. 00:02:28.840 --> 00:02:30.420 So some variations of this, 00:02:30.420 --> 00:02:33.480 or variations of this linked together, 00:02:33.480 --> 00:02:35.830 but this is where the energy is stored, 00:02:35.830 --> 00:02:38.400 so energy stored, 00:02:38.400 --> 00:02:40.700 in the actual plant tissue, 00:02:40.700 --> 00:02:45.580 and then of course, it releases that molecular oxygen. 00:02:45.580 --> 00:02:50.510 And this is the process of photosynthesis. 00:02:50.510 --> 00:02:53.820 And even if you look at the word photosynthesis, 00:02:53.820 --> 00:02:55.140 and what the parts of it mean, 00:02:55.140 --> 00:02:57.040 photo is referring to light, 00:02:57.040 --> 00:03:00.050 and synthesis is referring to putting something together, 00:03:00.050 --> 00:03:01.570 synthesizing something. 00:03:01.570 --> 00:03:04.070 So photosynthesis, you're using light 00:03:04.070 --> 00:03:06.980 to put together these, 00:03:06.980 --> 00:03:11.540 essentially, fix the carbon together, to store energy. 00:03:11.540 --> 00:03:13.297 Now, you might say, "All right, that's nice. 00:03:13.297 --> 00:03:15.297 "I'm storing the energy this way, 00:03:15.297 --> 00:03:17.680 "how do I actually use the energy?" 00:03:17.680 --> 00:03:19.530 And that's something that all of us are doing, 00:03:19.530 --> 00:03:21.260 all living systems have to do, 00:03:21.260 --> 00:03:24.023 and that process is respiration. 00:03:25.190 --> 00:03:27.430 And you could already guess 00:03:27.430 --> 00:03:32.000 what at least the chemical reaction 00:03:32.000 --> 00:03:33.950 for respiration will look like, 00:03:33.950 --> 00:03:36.480 you're going to start with our stored energy, 00:03:36.480 --> 00:03:38.933 our glucose C6H12O6, 00:03:43.170 --> 00:03:45.270 in the presence of oxygen. 00:03:45.270 --> 00:03:47.210 And since we're respiring all the time, 00:03:47.210 --> 00:03:50.360 this is why we need to breathe oxygen, 00:03:50.360 --> 00:03:54.580 and this is going to yield carbon dioxide, 00:03:54.580 --> 00:03:59.050 and that's why we exhale more carbon dioxide than we inhale, 00:03:59.050 --> 00:04:02.610 it's also going to release water, 00:04:02.610 --> 00:04:03.930 and it's going to release, 00:04:03.930 --> 00:04:08.230 and this is the whole point of it, cellular energy. 00:04:08.230 --> 00:04:10.660 And in other videos that you'll see in a biology class 00:04:10.660 --> 00:04:14.470 will talk about how this form of stored energy 00:04:14.470 --> 00:04:15.800 gets converted to other forms 00:04:15.800 --> 00:04:18.930 and then how that's used by the various machinery and cells 00:04:18.930 --> 00:04:21.870 to actually live, to reproduce, 00:04:21.870 --> 00:04:24.760 to move, in many cases. 00:04:24.760 --> 00:04:26.090 Now, an interesting question is, 00:04:26.090 --> 00:04:30.730 how do you measure how much photosynthesis is going on, 00:04:30.730 --> 00:04:34.410 how much primary productivity is going on? 00:04:34.410 --> 00:04:36.340 Well, one way to think about it is, 00:04:36.340 --> 00:04:40.500 find an ecosystem and take a certain area 00:04:40.500 --> 00:04:42.510 of the surface of that ecosystem, 00:04:42.510 --> 00:04:45.240 and it could be a terrestrial ecosystem, on land, 00:04:45.240 --> 00:04:47.230 it could be a marine ecosystem, 00:04:47.230 --> 00:04:50.050 and then say, for this area, 00:04:50.050 --> 00:04:51.460 in a given period of time, 00:04:51.460 --> 00:04:52.790 oftentimes, a year, 00:04:52.790 --> 00:04:54.590 how much stuff is growing? 00:04:54.590 --> 00:04:56.490 So this is the stuff that grows, 00:04:56.490 --> 00:04:58.870 and obviously it would seem 00:04:58.870 --> 00:05:00.963 that the more stuff that is growing, 00:05:01.850 --> 00:05:05.510 that the more photosynthesis that is taking place. 00:05:05.510 --> 00:05:08.430 And the way that they measure how much, 00:05:08.430 --> 00:05:11.070 how much, is growing, 00:05:11.070 --> 00:05:14.530 you could either measure it in terms of grams of biomass, 00:05:14.530 --> 00:05:17.310 so grams of biomass, 00:05:17.310 --> 00:05:19.970 and biomass is just a fancy way of saying 00:05:19.970 --> 00:05:21.870 that the mass of biological stuff 00:05:21.870 --> 00:05:24.500 that's just growing on this area, 00:05:24.500 --> 00:05:26.360 and usually they'll take the water out 00:05:26.360 --> 00:05:27.960 so they get a consistent measurement, 00:05:27.960 --> 00:05:30.830 or you can convert this to calories, 00:05:30.830 --> 00:05:31.740 and it's usually measured 00:05:31.740 --> 00:05:34.100 in thousands of calories, kilocalories. 00:05:34.100 --> 00:05:36.950 And when you see calories on a packaging food label, 00:05:36.950 --> 00:05:38.730 what most of us think of calories, 00:05:38.730 --> 00:05:40.110 those are actually kilocalories 00:05:40.110 --> 00:05:42.800 when we think about it in scientific terms. 00:05:42.800 --> 00:05:44.190 And I know what you're thinking, 00:05:44.190 --> 00:05:46.627 you're like, "Wait, mass and kilocalories, 00:05:46.627 --> 00:05:48.700 "calories, that's just a form of energy." 00:05:48.700 --> 00:05:50.520 Well, those two things you can go between, 00:05:50.520 --> 00:05:52.930 because usually a certain type of biomass, 00:05:52.930 --> 00:05:54.760 a gram of a certain type of biomass, 00:05:54.760 --> 00:05:58.210 will have a certain amount of energy stored in it, 00:05:58.210 --> 00:06:00.990 not energy that necessarily all animals could use 00:06:00.990 --> 00:06:02.160 or that we could use, 00:06:02.160 --> 00:06:04.133 but it does have energy in it. 00:06:04.980 --> 00:06:09.000 Now, when we talk about this primary productivity, 00:06:09.000 --> 00:06:11.147 you might already be thinking about, 00:06:11.147 --> 00:06:16.147 "Well, don't the plants need to use some of the energy 00:06:16.197 --> 00:06:18.930 "that they are producing themselves to live?" 00:06:18.930 --> 00:06:21.550 And my answer to you is of course they need it. 00:06:21.550 --> 00:06:23.960 In fact, that's probably the most important reason 00:06:23.960 --> 00:06:25.770 why they need to photosynthesize, 00:06:25.770 --> 00:06:28.380 is because they need to do respiration 00:06:28.380 --> 00:06:31.280 in order for them to grow and metabolize 00:06:31.280 --> 00:06:33.670 and live and reproduce. 00:06:33.670 --> 00:06:37.200 And so when you see how much has been produced 00:06:37.200 --> 00:06:39.080 in a given area in given year, 00:06:39.080 --> 00:06:43.540 you're actually seeing the net primary productivity. 00:06:43.540 --> 00:06:45.580 This is the, you could think about it, 00:06:45.580 --> 00:06:48.190 how much photosynthesis they did 00:06:48.190 --> 00:06:51.660 minus how much respiration they did. 00:06:51.660 --> 00:06:55.020 So if you think of how much photosynthesis they did 00:06:55.020 --> 00:06:58.040 as gross primary productivity, 00:06:58.040 --> 00:07:00.460 so that's the total amount of photosynthesis, 00:07:00.460 --> 00:07:05.460 and then you subtract out the amount of energy, 00:07:06.090 --> 00:07:08.500 chemical energy or cellular energy 00:07:08.500 --> 00:07:10.600 they needed for respiration, 00:07:10.600 --> 00:07:15.600 that would then give you the net primary productivity. 00:07:18.460 --> 00:07:20.040 And as I mentioned, 00:07:20.040 --> 00:07:22.800 just to make things a little bit tangible, 00:07:22.800 --> 00:07:25.400 if you took a very productive ecosystem, 00:07:25.400 --> 00:07:27.440 let's say something like a rainforest 00:07:27.440 --> 00:07:30.100 that I have here in the background, 00:07:30.100 --> 00:07:33.200 a very productive ecosystem like this, 00:07:33.200 --> 00:07:35.680 if you were to take, on average, 00:07:35.680 --> 00:07:40.340 a square meter of this, 00:07:40.340 --> 00:07:45.340 it produces in a year about 2,000 grams of biomass. 00:07:47.990 --> 00:07:51.210 So here, we would say that the net primary productivity 00:07:51.210 --> 00:07:54.010 of this rainforest that you see in the background here 00:07:54.010 --> 00:07:58.800 would be approximately 2,000 grams 00:07:58.800 --> 00:08:02.640 per square meter per year, 00:08:02.640 --> 00:08:04.010 and if you wanted to think about this 00:08:04.010 --> 00:08:05.030 in terms of kilocalories, 00:08:05.030 --> 00:08:05.863 you just have to say, 00:08:05.863 --> 00:08:09.850 well, if each gram of biomass is how many kilocalories, 00:08:09.850 --> 00:08:12.370 and it depends on the type of biomass, 00:08:12.370 --> 00:08:14.520 but let's say that we have 00:08:14.520 --> 00:08:19.370 four kilocalories per gram of biomass. 00:08:19.370 --> 00:08:20.780 So then we could also say 00:08:20.780 --> 00:08:22.920 that this net primary productivity 00:08:22.920 --> 00:08:27.920 is equal to 2,000 grams per square meter per year 00:08:29.240 --> 00:08:34.083 times four kilocalories per gram, 00:08:35.280 --> 00:08:36.710 the grams cancel out, 00:08:36.710 --> 00:08:39.000 and then you multiply four times 2,000, 00:08:39.000 --> 00:08:43.140 that's going to be 8,000 kilocalories, 00:08:43.140 --> 00:08:48.140 kilocalories per square meter per year. 00:08:48.230 --> 00:08:49.890 That would be the net primary productivity, 00:08:49.890 --> 00:08:51.240 because that's after the plants 00:08:51.240 --> 00:08:52.910 have been doing respiration. 00:08:52.910 --> 00:08:55.830 Now, how would you figure out gross primary productivity? 00:08:55.830 --> 00:08:58.180 Well, you're not going to be able to do it directly, 00:08:58.180 --> 00:08:59.240 but you can figure that out 00:08:59.240 --> 00:09:01.360 by figuring out the rate of respiration. 00:09:01.360 --> 00:09:04.180 If you took some plants in that ecosystem, 00:09:04.180 --> 00:09:07.710 and then you put them in a dark room with no light, 00:09:07.710 --> 00:09:12.110 and then you if you saw how much oxygen they are absorbing, 00:09:12.110 --> 00:09:13.760 or they're having to use, 00:09:13.760 --> 00:09:15.480 then that gives you a sense 00:09:15.480 --> 00:09:18.880 of how much respiration they are doing. 00:09:18.880 --> 00:09:20.630 And there's ways that you could look at the ratios 00:09:20.630 --> 00:09:22.030 of the oxygens and the carbons 00:09:22.030 --> 00:09:25.690 to figure out exactly how much respiration is going on. 00:09:25.690 --> 00:09:27.920 And then if you know the net primary productivity 00:09:27.920 --> 00:09:29.560 and the rate of respiration, 00:09:29.560 --> 00:09:33.010 then you could figure out the gross primary productivity. 00:09:33.010 --> 00:09:34.310 But I will leave you there, 00:09:34.310 --> 00:09:36.520 because these are really useful measurements. 00:09:36.520 --> 00:09:37.470 Well, one, it's really useful 00:09:37.470 --> 00:09:38.870 to think about where all of the energy 00:09:38.870 --> 00:09:40.790 that allows us to live comes from, 00:09:40.790 --> 00:09:42.950 but it's also useful for ecologists 00:09:42.950 --> 00:09:44.800 to think about how productive a system is, 00:09:44.800 --> 00:09:47.540 or what's making it more productive, or less productive. 00:09:47.540 --> 00:09:49.580 And as we'll see, these numbers here, 00:09:49.580 --> 00:09:52.070 these are for sure on the high end 00:09:52.070 --> 00:09:54.360 of net primary productivity. 00:09:54.360 --> 00:09:56.850 If we were in a desert type of ecosystem, 00:09:56.850 --> 00:09:59.620 this number might be in the low hundreds 00:09:59.620 --> 00:10:02.513 and not in the 8,000 range.
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https://www.youtube.com/watch?v=id_MB2RClG4
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WEBVTT Kind: captions Language: en 00:00:00.780 --> 00:00:03.410 - Hi everyone, Sal Khan here from Khan Academy. 00:00:03.410 --> 00:00:06.080 And I just wanted to give a huge shout out and thank you 00:00:06.080 --> 00:00:09.370 to Elon Musk and everyone at the Musk Foundation 00:00:09.370 --> 00:00:12.280 for their incredibly generous support for Khan Academy, 00:00:12.280 --> 00:00:16.250 they just recently gave a $5 million donation 00:00:16.250 --> 00:00:18.200 to Khan Academy. 00:00:18.200 --> 00:00:21.570 Elon I hope you really feel good about this. 00:00:21.570 --> 00:00:22.840 This is going to allow us 00:00:22.840 --> 00:00:25.670 to accelerate all sorts of content. 00:00:25.670 --> 00:00:27.690 Our aspirations are all subjects 00:00:27.690 --> 00:00:30.370 from K through the early stages of college. 00:00:30.370 --> 00:00:32.150 This will accelerate our science content, 00:00:32.150 --> 00:00:33.980 allow us to do more on early learning, 00:00:33.980 --> 00:00:36.560 allow us to make the software and the practice 00:00:36.560 --> 00:00:39.420 that much more engaging for millions of students 00:00:39.420 --> 00:00:42.210 around the world, for teachers around the world. 00:00:42.210 --> 00:00:44.650 And as far as Khan Academy has come, 00:00:44.650 --> 00:00:47.250 we have 120 million registered users, 00:00:47.250 --> 00:00:50.770 20 or 30 million students using the platform every month. 00:00:50.770 --> 00:00:54.880 We have about 200 million hours of learning a year, 00:00:54.880 --> 00:00:56.550 which any way you want to evaluate that 00:00:56.550 --> 00:00:59.440 that's worth a lot to the world. 00:00:59.440 --> 00:01:00.880 And when you look at our efficacy studies 00:01:00.880 --> 00:01:03.740 and how we've been able to move the dial in classrooms 00:01:03.740 --> 00:01:06.930 just that social return to investment ratio 00:01:06.930 --> 00:01:09.720 is 400 to 500 to one. 00:01:09.720 --> 00:01:11.960 A good return in the philanthropic sector 00:01:11.960 --> 00:01:15.440 is considered a five to one ratio or 10 to one ratio. 00:01:15.440 --> 00:01:17.810 So as much as progress has been made, 00:01:17.810 --> 00:01:19.080 I think you appreciate, 00:01:19.080 --> 00:01:21.550 and hopefully everyone watching appreciates 00:01:21.550 --> 00:01:23.760 that there's many billions who need this 00:01:23.760 --> 00:01:25.510 there's people throughout the planet 00:01:25.510 --> 00:01:29.070 who need a way to tap into their potential. 00:01:29.070 --> 00:01:32.690 And I view this type of investment in what we're doing 00:01:32.690 --> 00:01:35.530 as really foundational for us to be able to build 00:01:35.530 --> 00:01:38.000 a multi-generational institution. 00:01:38.000 --> 00:01:40.970 So that future Elon Musk's of the world 00:01:40.970 --> 00:01:43.940 are also able to tap into their potential 00:01:43.940 --> 00:01:48.940 and help all of us up-level who we are as a civilization, 00:01:49.060 --> 00:01:51.740 for everyone listening I wanna remind folks 00:01:51.740 --> 00:01:54.050 that as incredible as this donation is, 00:01:54.050 --> 00:01:57.360 and it really is incredible, that we do need more help 00:01:57.360 --> 00:02:01.520 we continue to be running at a deficit for 2021. 00:02:01.520 --> 00:02:03.970 So every donation of every size helps 00:02:03.970 --> 00:02:06.030 and we're able to take every one of those dollars 00:02:06.030 --> 00:02:07.910 and it helps us accelerate learning 00:02:07.910 --> 00:02:09.970 in a whole bunch of dimensions. 00:02:09.970 --> 00:02:12.890 The world as a whole spends $5 trillion 00:02:12.890 --> 00:02:15.950 on education annually Khan Academy's budget 00:02:15.950 --> 00:02:18.860 is one, 100,000th of that. 00:02:18.860 --> 00:02:20.690 We are the budget of a large high school, 00:02:20.690 --> 00:02:23.030 but our aspirations are to serve the globe. 00:02:23.030 --> 00:02:27.940 So hopefully, more folks listening at all scales, 00:02:27.940 --> 00:02:30.420 can help support what we're trying to do. 00:02:30.420 --> 00:02:31.930 And the last thing I'll mention, 00:02:31.930 --> 00:02:34.000 and it's especially powerful to get 00:02:34.000 --> 00:02:35.380 a donation from you Elon. 00:02:35.380 --> 00:02:38.100 I had the privilege of interviewing you back in 2013, 00:02:38.100 --> 00:02:39.240 when you visited our office 00:02:39.240 --> 00:02:41.070 and someone on YouTube commented. 00:02:41.070 --> 00:02:43.210 I wanna find someone who looks at me 00:02:43.210 --> 00:02:45.240 the same way that Sal looks at Elon 00:02:45.240 --> 00:02:47.260 and they were catching onto something. 00:02:47.260 --> 00:02:49.330 I do look up to you and incredible way 00:02:49.330 --> 00:02:52.340 any time that I questioned even myself 00:02:52.340 --> 00:02:54.870 and I say, is this mission too big 00:02:54.870 --> 00:02:57.470 to actually try to educate all of humanity? 00:02:57.470 --> 00:03:00.400 I think of the incredible work that you've done. 00:03:00.400 --> 00:03:04.480 I remember back in 2013 when I interviewed you 00:03:04.480 --> 00:03:06.310 pretty much everything you said you were going to do, 00:03:06.310 --> 00:03:08.940 and you made some pretty large statements 00:03:08.940 --> 00:03:12.180 you have either done or your very close to doing right now. 00:03:12.180 --> 00:03:14.140 And I take incredible inspiration 00:03:14.140 --> 00:03:16.040 that it is not too big of a mission 00:03:16.040 --> 00:03:19.150 that if anything, we cannot shy away right now 00:03:19.150 --> 00:03:20.310 from this goal, 00:03:20.310 --> 00:03:22.960 just as we shouldn't shy away from solving climate, 00:03:22.960 --> 00:03:24.440 solving transportation, 00:03:24.440 --> 00:03:26.930 being able to colonize other planets, 00:03:26.930 --> 00:03:29.620 we can't shy away from educating the planet 00:03:29.620 --> 00:03:31.990 and other planets, going forward. 00:03:31.990 --> 00:03:33.990 So thank you so much and I look forward 00:03:33.990 --> 00:03:36.103 to going on this journey with all of y'all.
Energy flow in a marine ecosystem
https://www.youtube.com/watch?v=fL0W_boPHLs
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WEBVTT Kind: captions Language: en 00:00:00.370 --> 00:00:02.130 - [Instructor] In this video we're gonna take a deeper look 00:00:02.130 --> 00:00:05.560 at the various producers and consumers in an ecosystem. 00:00:05.560 --> 00:00:08.930 And for the sake of diversity, no pun intended, 00:00:08.930 --> 00:00:10.870 we're gonna look at a marine ecosystem, 00:00:10.870 --> 00:00:12.300 let's say an estuary. 00:00:12.300 --> 00:00:16.010 And an estuary generally refers to a place 00:00:16.010 --> 00:00:20.940 where you have a river coming to where the tide comes. 00:00:20.940 --> 00:00:23.350 So it's a mixture of both the fresh water from the river 00:00:23.350 --> 00:00:25.240 and the saltwater from the sea. 00:00:25.240 --> 00:00:29.670 And they tend to be very productive from an energetic, 00:00:29.670 --> 00:00:33.040 or a biomass point of view. 00:00:33.040 --> 00:00:35.470 So if I were to make an energy pyramid for, let's say, 00:00:35.470 --> 00:00:38.140 this estuary that we're looking at right over here, 00:00:38.140 --> 00:00:40.670 it might look something like this, 00:00:40.670 --> 00:00:45.100 where at the bottom layer, these are the primary producers, 00:00:45.100 --> 00:00:47.470 and we've studied this in other videos. 00:00:47.470 --> 00:00:50.710 Primary producers in a marine environment. 00:00:50.710 --> 00:00:53.380 These would be things like phytoplankton. 00:00:53.380 --> 00:00:56.240 Phyto, they're doing photosynthesis, 00:00:56.240 --> 00:00:57.073 and they're plankton. 00:00:57.073 --> 00:00:58.490 Plankton is a general term. 00:00:58.490 --> 00:01:01.130 It comes from the Greek for drifter. 00:01:01.130 --> 00:01:03.820 This right over here is sea grass. 00:01:03.820 --> 00:01:06.300 Also something that can photosynthesize, 00:01:06.300 --> 00:01:08.220 and this right over here is algae, 00:01:08.220 --> 00:01:11.230 which I'm sure you have seen when you've gone to the sea 00:01:11.230 --> 00:01:13.640 or you've gone to a pond of some sort. 00:01:13.640 --> 00:01:16.500 And when we think of photosynthesis, 00:01:16.500 --> 00:01:18.360 we often talk about terrestrial things. 00:01:18.360 --> 00:01:22.910 Things like trees, but a lot of us don't realize that 50%, 00:01:22.910 --> 00:01:25.920 that's a big number, of Earth's photosynthesis, 00:01:25.920 --> 00:01:30.920 or net primary production, or organic energy compounds, 00:01:31.270 --> 00:01:34.700 is produced by floating photosynthesizers, 00:01:34.700 --> 00:01:36.960 like phytoplankton and ultraplankton. 00:01:36.960 --> 00:01:40.280 So things like this, things that you oftentimes don't see. 00:01:40.280 --> 00:01:43.730 And as I mentioned, estuaries tend to be quite productive. 00:01:43.730 --> 00:01:46.640 They actually are comparable to things like rainforests. 00:01:46.640 --> 00:01:48.810 Now, for the sake of making things tangible, 00:01:48.810 --> 00:01:51.550 this being an estuary, which is very productive, 00:01:51.550 --> 00:01:54.520 let's imagine that the net primary production from 00:01:54.520 --> 00:01:57.920 this first layer, we can think about it in terms of biomass, 00:01:57.920 --> 00:02:02.920 maybe it's about 2,000 grams per square meter per year. 00:02:05.240 --> 00:02:07.990 Or we could think about it in terms of calories. 00:02:07.990 --> 00:02:10.320 This would be approximately equal to it. 00:02:10.320 --> 00:02:12.970 It depends on the type of biomass you're talking about, 00:02:12.970 --> 00:02:17.380 but you have roughly four kilocalories per gram. 00:02:17.380 --> 00:02:21.780 So that would be roughly 8,000 kilocalories 00:02:22.670 --> 00:02:26.100 per square meter per year. 00:02:26.100 --> 00:02:29.290 That's the net primary production of this first layer 00:02:29.290 --> 00:02:31.490 of the primary producers. 00:02:31.490 --> 00:02:33.620 Then what would we see at the next layer? 00:02:33.620 --> 00:02:36.840 Well, we know that not all of that energy can be used 00:02:36.840 --> 00:02:41.840 by that next layer, which would be the primary consumers. 00:02:41.850 --> 00:02:45.360 And there's some examples here and it's much more complex 00:02:45.360 --> 00:02:47.860 than what this pyramid depicts, but what we see here, 00:02:47.860 --> 00:02:50.180 these are zooplankton, which are really, 00:02:50.180 --> 00:02:51.560 you could view it as animal plankton. 00:02:51.560 --> 00:02:53.480 It's a large category of things. 00:02:53.480 --> 00:02:54.660 They have the word plankton in it. 00:02:54.660 --> 00:02:56.070 So they kinda have to go with the flow 00:02:56.070 --> 00:02:57.380 of whatever the tide is doing, 00:02:57.380 --> 00:02:58.780 whatever the currents are doing. 00:02:58.780 --> 00:03:01.230 Another primary consumer could be a fish 00:03:01.230 --> 00:03:05.290 like this royal blue tang that might be eating plankton, 00:03:05.290 --> 00:03:09.270 and the net energy that's available to the layer above that 00:03:09.270 --> 00:03:12.400 is gonna be a small fraction of the net primary productivity 00:03:12.400 --> 00:03:13.750 of that first layer. 00:03:13.750 --> 00:03:15.870 Typically it's about 10%. 00:03:15.870 --> 00:03:16.750 So there might be, 00:03:16.750 --> 00:03:19.650 instead of 8,000 kilocalories, 10% of that, 00:03:19.650 --> 00:03:21.293 we'd be talking about approximately 00:03:21.293 --> 00:03:26.293 800 potential kilocalories per square meter per year 00:03:27.350 --> 00:03:29.610 that'd be available for the next layer. 00:03:29.610 --> 00:03:31.150 Now you might be saying, "Hey, 00:03:31.150 --> 00:03:34.060 where are all of the other calories going?" 00:03:34.060 --> 00:03:36.170 Well, remember, even in this first layer, 00:03:36.170 --> 00:03:38.940 we said this is net primary production. 00:03:38.940 --> 00:03:40.590 The gross would be even higher. 00:03:40.590 --> 00:03:44.530 These photosynthesizers had to use that energy for things 00:03:44.530 --> 00:03:47.510 like respiration, and even on the net basis, 00:03:47.510 --> 00:03:49.230 the reason why so much gets lost when you go 00:03:49.230 --> 00:03:51.970 to the next layer, is these animals here. 00:03:51.970 --> 00:03:54.360 They have to use that energy to live, 00:03:54.360 --> 00:03:58.550 to do things like respiration and a lot of this energy is 00:03:58.550 --> 00:04:00.610 just not consumable by the next layer. 00:04:00.610 --> 00:04:02.270 So it can become detritus, which is, 00:04:02.270 --> 00:04:04.210 you can just think of this biomass 00:04:04.210 --> 00:04:06.090 that is just laying around. 00:04:06.090 --> 00:04:08.610 Energy at every level can be lost to heat, 00:04:08.610 --> 00:04:11.100 can be used for movement, for growth. 00:04:11.100 --> 00:04:13.170 So you can imagine you get to a level above that, 00:04:13.170 --> 00:04:17.310 we could call this secondary consumer. 00:04:17.310 --> 00:04:19.960 And this is just a picture of a grouper. 00:04:19.960 --> 00:04:22.900 Marine ecosystems would be much more complex than this, 00:04:22.900 --> 00:04:26.540 but the net calories after the groupers lived their life, 00:04:26.540 --> 00:04:28.580 et cetera, et cetera, that is available to the level 00:04:28.580 --> 00:04:30.990 above that would be roughly, again, 10%. 00:04:30.990 --> 00:04:35.990 So maybe 80 kilocalories per square meter per year. 00:04:36.720 --> 00:04:38.300 And that at least in this example, 00:04:38.300 --> 00:04:39.840 at the top of this pyramid, 00:04:39.840 --> 00:04:43.920 we have an apex predator, that is a shark. 00:04:43.920 --> 00:04:47.020 What is available after the shark's done all 00:04:47.020 --> 00:04:49.410 of its business is roughly 10% of that. 00:04:49.410 --> 00:04:52.140 So approximately eight kilocalories 00:04:53.310 --> 00:04:57.750 per square meter per year. 00:04:57.750 --> 00:05:00.910 And so the important thing to think about is, 00:05:00.910 --> 00:05:02.330 whether we're talking about terrestrial 00:05:02.330 --> 00:05:04.220 or marine environments, 00:05:04.220 --> 00:05:07.060 you have this significant loss of energy as we go 00:05:07.060 --> 00:05:10.540 from one layer of the pyramid to another, 00:05:10.540 --> 00:05:13.030 but at the same time, everyone has to be using energy. 00:05:13.030 --> 00:05:15.030 And the energy has to come from someplace 00:05:15.030 --> 00:05:16.820 and we've covered in other videos, 00:05:16.820 --> 00:05:19.060 it's coming from sunlight. 00:05:19.060 --> 00:05:21.890 And there has to be this continual process 00:05:21.890 --> 00:05:25.220 of taking light energy and through photosynthesis converting 00:05:25.220 --> 00:05:27.790 it into a form of energy that can be used by life. 00:05:27.790 --> 00:05:30.120 And then you have significant energy loss, 00:05:30.120 --> 00:05:32.820 but that energy keeps flowing up this pyramid. 00:05:32.820 --> 00:05:35.390 And we're not even done because even the apex predators, 00:05:35.390 --> 00:05:36.950 at some point they're going to die 00:05:36.950 --> 00:05:39.450 and then they have tissue and in that biomass 00:05:39.450 --> 00:05:42.340 there's energy that could be consumed by others. 00:05:42.340 --> 00:05:44.340 Also to release nutrients that could be used 00:05:44.340 --> 00:05:46.340 by these initial primary producers. 00:05:46.340 --> 00:05:49.950 And that's where things like detritivores, 00:05:49.950 --> 00:05:51.880 and this is a starfish, which is a detritivore, 00:05:51.880 --> 00:05:54.770 things that can actually consume dead matter. 00:05:54.770 --> 00:05:57.730 They are really useful because then they can bring nutrients 00:05:57.730 --> 00:06:01.270 back to primary producers, and to others. 00:06:01.270 --> 00:06:03.170 And when we're talking about an aquatic environment 00:06:03.170 --> 00:06:05.500 like this and we're talking about photosynthesis, 00:06:05.500 --> 00:06:06.897 one question you might be asking is, 00:06:06.897 --> 00:06:09.570 "Wait, where can photosynthesis occur? 00:06:09.570 --> 00:06:12.080 If you go deep enough it's going to get quite dark." 00:06:12.080 --> 00:06:14.670 And you'd be right if you were asking that question. 00:06:14.670 --> 00:06:16.570 When you think about marine environments, 00:06:16.570 --> 00:06:19.930 there's something known as a euphotic zone, 00:06:19.930 --> 00:06:22.710 which is the zone where it's shallow enough 00:06:22.710 --> 00:06:24.050 to get enough light 00:06:24.050 --> 00:06:26.490 so that you can actually do photosynthesis. 00:06:26.490 --> 00:06:29.850 And so it's no coincidence that things like estuaries, 00:06:29.850 --> 00:06:31.850 things where the water is shallower, 00:06:31.850 --> 00:06:33.400 where there's going to be more nutrients 00:06:33.400 --> 00:06:35.030 and where there's going to be more light, 00:06:35.030 --> 00:06:38.500 that you actually have more primary production.
Reminder: Support Khan Academy today!
https://www.youtube.com/watch?v=jTIwEYeDCf8
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en
WEBVTT Kind: captions Language: en 00:00:00.290 --> 00:00:02.450 - Hi, Sal Khan here from Khan Academy. 00:00:02.450 --> 00:00:03.620 And I just wanna remind you 00:00:03.620 --> 00:00:06.170 that as we get to the final few days of 2020, 00:00:06.170 --> 00:00:09.080 which has been a tough year, I think for most of us, 00:00:09.080 --> 00:00:11.550 there's also the final few days of our 00:00:11.550 --> 00:00:13.200 end-of-year giving campaign. 00:00:13.200 --> 00:00:14.960 And as we go through those final few days, 00:00:14.960 --> 00:00:17.410 I wanna remind you that Khan Academy is a not-for-profit 00:00:17.410 --> 00:00:19.590 with the mission of providing a free world-class education 00:00:19.590 --> 00:00:22.400 for anyone anywhere, we can only do that work 00:00:22.400 --> 00:00:25.530 through philanthropic donations from folks like yourself. 00:00:25.530 --> 00:00:27.200 And any way you slice it, 00:00:27.200 --> 00:00:30.450 the social return on every dollar you give 00:00:30.450 --> 00:00:32.460 is really off the charts for Khan Academy. 00:00:32.460 --> 00:00:33.850 Think of the scale, 00:00:33.850 --> 00:00:36.530 think of the tens or hundreds of millions of folks 00:00:36.530 --> 00:00:40.180 that Khan Academy reaches in over 46 languages 00:00:40.180 --> 00:00:41.590 around the world. 00:00:41.590 --> 00:00:44.610 And if that by itself isn't convincing enough, 00:00:44.610 --> 00:00:46.560 I'll give you some of my favorite recent research 00:00:46.560 --> 00:00:47.420 that I've been looking at, 00:00:47.420 --> 00:00:49.910 which is how do you become a happier person. 00:00:49.910 --> 00:00:52.320 And there's some things like you should sleep enough, 00:00:52.320 --> 00:00:57.060 you should meditate, you should have gratitude, 00:00:57.060 --> 00:00:59.280 but also do random acts of kindness, 00:00:59.280 --> 00:01:02.610 and a very powerful random act of kindness 00:01:02.610 --> 00:01:04.300 would be to donate to Khan Academy. 00:01:04.300 --> 00:01:06.840 So not only will it help others tap into their potential 00:01:06.840 --> 00:01:09.760 around the world, millions and millions of people, 00:01:09.760 --> 00:01:14.000 I think it actually might make all of us happy 00:01:14.000 --> 00:01:17.420 by giving to it as well and make you feel good 00:01:17.420 --> 00:01:21.970 about strong way of ending another wise tough year 00:01:21.970 --> 00:01:26.080 and going into 2021 on a very very positive footing. 00:01:26.080 --> 00:01:27.860 So if you're in a position to do so, 00:01:27.860 --> 00:01:30.290 please think about making a donation to Khan Academy, 00:01:30.290 --> 00:01:32.940 we wouldn't be able to do the work we do without you.
Khan Lab School
https://www.youtube.com/watch?v=OSLITlRlEuQ
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WEBVTT Kind: captions Language: en 00:00:00.230 --> 00:00:01.990 - Hi, everyone, Sal Khan here. 00:00:01.990 --> 00:00:04.010 And I just wanted to tell you all 00:00:04.010 --> 00:00:07.420 that we've reached kind of several really cool milestones 00:00:07.420 --> 00:00:09.300 at Khan Lab School, which you can learn more 00:00:09.300 --> 00:00:13.550 about at khanlabschool.org or kls.org. 00:00:13.550 --> 00:00:15.940 A lot of folks are surprised to hear 00:00:15.940 --> 00:00:20.410 that I started a physical school back in 2014 00:00:20.410 --> 00:00:22.250 when I'm so associated with online learning. 00:00:22.250 --> 00:00:23.840 But I've never viewed online 00:00:23.840 --> 00:00:26.770 as somehow a replacement for an in-person experience. 00:00:26.770 --> 00:00:28.030 The dream has always been 00:00:28.030 --> 00:00:31.230 that online can unlock the physical experience. 00:00:31.230 --> 00:00:33.350 It can allow students to learn 00:00:33.350 --> 00:00:35.640 at a pace that is appropriate for them. 00:00:35.640 --> 00:00:38.910 It could allow for mastery-based learning 00:00:38.910 --> 00:00:41.470 where if you get an 80% on something, 00:00:41.470 --> 00:00:43.400 you don't just get a C on your forehead 00:00:43.400 --> 00:00:44.670 and your permanent transcript 00:00:44.670 --> 00:00:46.870 and then you're expected to learn the next concept 00:00:46.870 --> 00:00:49.060 that builds on that 20% gap. 00:00:49.060 --> 00:00:51.190 Instead, you're expected to master the concept. 00:00:51.190 --> 00:00:53.500 So you always have a strong foundation. 00:00:53.500 --> 00:00:56.470 That we can unlock a situation when 00:00:56.470 --> 00:00:58.980 human beings get to a classroom together, 00:00:58.980 --> 00:01:00.530 both the students and the teachers, 00:01:00.530 --> 00:01:02.160 they're able to interact with each other, 00:01:02.160 --> 00:01:03.910 they're able to collaborate with each other, 00:01:03.910 --> 00:01:07.300 they're able to have Socratic dialogues, have games. 00:01:07.300 --> 00:01:10.970 They're able to do projects together. 00:01:10.970 --> 00:01:13.210 We wanted to create a reality where students 00:01:13.210 --> 00:01:15.920 aren't just accountable for their own gains 00:01:15.920 --> 00:01:18.900 or their own progress but also for each other, 00:01:18.900 --> 00:01:20.210 that they're invested in each other, 00:01:20.210 --> 00:01:22.610 that they are unusually collaborative. 00:01:22.610 --> 00:01:24.970 We wanted to explore blurring the lines 00:01:24.970 --> 00:01:26.900 between high school and college. 00:01:26.900 --> 00:01:28.370 If kids are able to learn more, 00:01:28.370 --> 00:01:30.890 be truly curious, be truly engaged. 00:01:30.890 --> 00:01:34.330 Why can't they learn faster than you would normally expect? 00:01:34.330 --> 00:01:36.970 The middle schoolers can learn high school concepts, 00:01:36.970 --> 00:01:39.090 high school students can learn college concepts 00:01:39.090 --> 00:01:40.520 and get credit for it. 00:01:40.520 --> 00:01:42.760 So that by the time they graduate, 00:01:42.760 --> 00:01:45.050 they're already operating at a junior 00:01:45.050 --> 00:01:46.710 or a senior level in college 00:01:46.710 --> 00:01:48.410 and actually getting credit for it. 00:01:48.410 --> 00:01:50.630 And so the milestone that we're at 00:01:50.630 --> 00:01:52.950 is that we're actually now at a full K through 12 school, 00:01:52.950 --> 00:01:56.380 over 200 students, we have our first graduates this year. 00:01:56.380 --> 00:01:58.660 And you could imagine in the early days 00:01:58.660 --> 00:01:59.493 a lot of people went, 00:01:59.493 --> 00:02:01.920 well, these are all interesting ideas, Sal, 00:02:01.920 --> 00:02:03.670 but will this work? 00:02:03.670 --> 00:02:05.320 And it's a lab school, 00:02:05.320 --> 00:02:07.970 there's all sorts of stuff that we're constantly trying. 00:02:07.970 --> 00:02:10.520 But you know, when I look at this year's graduating cohort, 00:02:10.520 --> 00:02:12.860 I'm incredibly proud of them, 00:02:12.860 --> 00:02:16.150 mainly for who they have become as human beings, 00:02:16.150 --> 00:02:18.450 but some of the traditional metrics 00:02:18.450 --> 00:02:22.750 by which we measure students, they're also crushing it, 00:02:22.750 --> 00:02:24.490 I guess is the best way to say it, 00:02:24.490 --> 00:02:27.550 which is really powerful to show that 00:02:27.550 --> 00:02:29.500 you can create a learning experience 00:02:29.500 --> 00:02:32.360 where kids are intrinsically curious. 00:02:32.360 --> 00:02:35.470 They're intrinsically wanna collaborate with each other 00:02:35.470 --> 00:02:37.250 and just wanna learn more. 00:02:37.250 --> 00:02:40.000 But as a by-product of it, not as a goal of it, 00:02:40.000 --> 00:02:42.700 they're able to do incredibly well on standardized tests. 00:02:42.700 --> 00:02:45.450 Our students are scoring on average 00:02:45.450 --> 00:02:46.670 better on standardized tests 00:02:46.670 --> 00:02:49.900 than some of the very top universities in the country 00:02:49.900 --> 00:02:51.270 or in the world. 00:02:51.270 --> 00:02:52.280 They are getting in to 00:02:52.280 --> 00:02:55.360 some of the top universities in the world 00:02:55.360 --> 00:02:57.350 even though they don't have traditional letter grades 00:02:57.350 --> 00:02:59.980 because the universities are seeing that the grades 00:02:59.980 --> 00:03:02.230 of mastery based learning are even more powerful 00:03:02.230 --> 00:03:03.640 because it's a higher standards, 00:03:03.640 --> 00:03:07.430 it's expecting that all students really master the concepts. 00:03:07.430 --> 00:03:09.790 We're deepening our partnership with Foothill College 00:03:09.790 --> 00:03:12.360 which is a local college in the area 00:03:12.360 --> 00:03:14.540 to get the best of both worlds, 00:03:14.540 --> 00:03:18.280 the high school experience and the college experience. 00:03:18.280 --> 00:03:20.590 And so they have some exciting things 00:03:20.590 --> 00:03:23.620 that I can't announce it just yet also on the capacity side. 00:03:23.620 --> 00:03:25.530 And so that's why I'm out here telling folks 00:03:25.530 --> 00:03:28.900 normally we can only admit a few folks every year, 00:03:28.900 --> 00:03:31.400 but this year there might be an opportunity for more. 00:03:31.400 --> 00:03:32.370 So, if you're interested, 00:03:32.370 --> 00:03:35.420 if you live in the San Francisco Bay area in particular 00:03:35.420 --> 00:03:37.310 within driving distance to Mountain View, 00:03:37.310 --> 00:03:41.070 Palo Alto Los Altos, encourage you to take a look at it. 00:03:41.070 --> 00:03:42.940 And I'm happy to answer any questions 00:03:42.940 --> 00:03:44.200 in the message board below 00:03:44.200 --> 00:03:46.780 that you might have about Khan Lab School. 00:03:46.780 --> 00:03:50.530 My kids go there, I teach there, I work very closely 00:03:50.530 --> 00:03:53.000 with the faculty and the administration there. 00:03:53.000 --> 00:03:54.690 And what's exciting about it for me, 00:03:54.690 --> 00:03:57.110 is that not just creating a really 00:03:57.110 --> 00:03:58.710 unique learning experience 00:03:58.710 --> 00:04:01.130 for the students who attend, 00:04:01.130 --> 00:04:05.360 but as a lab school, creating a model that can be replicated 00:04:05.360 --> 00:04:06.310 throughout the world. 00:04:06.310 --> 00:04:07.143 So once again, 00:04:07.143 --> 00:04:09.710 happy to answer any questions that anyone might have.
Sampling distribution of the difference in sample means
https://www.youtube.com/watch?v=p24UTvbKZog
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WEBVTT Kind: captions Language: en 00:00:00.270 --> 00:00:01.590 - [Teacher] What we're going to do in this video 00:00:01.590 --> 00:00:05.440 is explore the sampling distribution for a difference 00:00:05.440 --> 00:00:10.100 in sample means, and we'll use this example right over here. 00:00:10.100 --> 00:00:12.030 So it tells us a large bakery 00:00:12.030 --> 00:00:15.620 makes thousands of cupcakes daily in two shifts: 00:00:15.620 --> 00:00:18.300 shift A and shift B. 00:00:18.300 --> 00:00:23.010 Suppose that, on average, cupcakes from shift A 00:00:23.010 --> 00:00:27.270 weigh 130 grams with a standard deviation of 4 grams. 00:00:27.270 --> 00:00:30.320 For shift B, the mean and standard deviation 00:00:30.320 --> 00:00:34.510 are 125 grams and 3 grams, respectively. 00:00:34.510 --> 00:00:37.970 Assume independence between shifts. 00:00:37.970 --> 00:00:41.700 Every day, the bakery takes a simple random sample 00:00:41.700 --> 00:00:44.940 of 40 cupcakes from each shift. 00:00:44.940 --> 00:00:48.490 They calculate the mean weight for each sample, 00:00:48.490 --> 00:00:51.100 then look at the difference, A minus B, 00:00:51.100 --> 00:00:53.710 between the sample means. 00:00:53.710 --> 00:00:57.970 Find the probability that the mean weights from the samples 00:00:57.970 --> 00:01:02.260 are more than 6 grams apart from each other. 00:01:02.260 --> 00:01:03.930 So I'm actually not gonna tell you immediately 00:01:03.930 --> 00:01:04.763 to pause this video 00:01:04.763 --> 00:01:06.340 and try to work through this on your own. 00:01:06.340 --> 00:01:08.550 First I'm gonna think about how we could break this down, 00:01:08.550 --> 00:01:10.390 and then I'll ask you to pause 00:01:10.390 --> 00:01:13.260 and try to tackle each of those parts by itself. 00:01:13.260 --> 00:01:15.810 So in order to tackle this eventual question, 00:01:15.810 --> 00:01:17.640 we're going to have to think about the mean 00:01:17.640 --> 00:01:19.460 of the sampling distribution 00:01:19.460 --> 00:01:22.130 for the difference in sample means. 00:01:22.130 --> 00:01:27.130 So sample mean from group A minus sample mean for group B. 00:01:27.380 --> 00:01:30.350 We're gonna have to think about the standard deviation 00:01:30.350 --> 00:01:32.320 of the sampling distribution 00:01:32.320 --> 00:01:36.140 for the difference in sample means. 00:01:36.140 --> 00:01:37.110 And we're going to have to think 00:01:37.110 --> 00:01:40.690 about is this distribution normal? 00:01:40.690 --> 00:01:43.090 If we're able to figure out these three things, 00:01:43.090 --> 00:01:44.210 then we just have to figure out, 00:01:44.210 --> 00:01:46.910 well, how many standard deviations away from the mean 00:01:46.910 --> 00:01:47.743 is this? 00:01:47.743 --> 00:01:49.700 And we could use your standard z-table 00:01:49.700 --> 00:01:51.950 to figure out the probability. 00:01:51.950 --> 00:01:54.750 So now I encourage you to pause this video 00:01:54.750 --> 00:01:56.720 and try to tackle this first part. 00:01:56.720 --> 00:01:59.880 What is the mean of the sampling distribution 00:01:59.880 --> 00:02:02.523 for the difference in sample means? 00:02:03.930 --> 00:02:05.750 All right, now let's work through this together. 00:02:05.750 --> 00:02:08.330 So the mean of the sampling distribution 00:02:08.330 --> 00:02:11.370 for the difference in sample means, 00:02:11.370 --> 00:02:13.550 and we have seen this before, 00:02:13.550 --> 00:02:16.850 this is going to be equal to the difference 00:02:16.850 --> 00:02:20.220 between the means of the sampling distribution 00:02:20.220 --> 00:02:22.370 for each of the sample means. 00:02:22.370 --> 00:02:26.330 So that mean minus this mean. 00:02:26.330 --> 00:02:29.910 And we also know that the mean of the sampling distribution 00:02:29.910 --> 00:02:31.620 for each of these sample means, 00:02:31.620 --> 00:02:33.830 that's just going to be the mean of the population 00:02:33.830 --> 00:02:35.420 that we are sampling from. 00:02:35.420 --> 00:02:37.400 So this mean right over here 00:02:37.400 --> 00:02:40.220 is just going to be the mean, the population mean, 00:02:40.220 --> 00:02:44.410 for shift A, which is gonna be 130 grams. 00:02:44.410 --> 00:02:46.120 I'll just write that there. 00:02:46.120 --> 00:02:49.190 And then the mean of the sampling distribution 00:02:49.190 --> 00:02:52.000 for the sample means from shift B, 00:02:52.000 --> 00:02:55.260 we can see that that's just going to be the population mean 00:02:55.260 --> 00:02:58.990 for shift B, which is right over here. 00:02:58.990 --> 00:03:01.820 So minus 125 grams. 00:03:01.820 --> 00:03:05.920 And of course, this is just going to be equal to 5 grams. 00:03:05.920 --> 00:03:08.240 So we have answered the first part. 00:03:08.240 --> 00:03:10.760 We know the mean of the sampling distribution 00:03:10.760 --> 00:03:12.750 of the difference in sample means. 00:03:12.750 --> 00:03:15.710 Now what about the standard deviation? 00:03:15.710 --> 00:03:18.150 So for that, let's think actually about variances 00:03:18.150 --> 00:03:19.940 'cause the math's a little bit easier with variances. 00:03:19.940 --> 00:03:23.120 And then from that, we can derive standard deviations. 00:03:23.120 --> 00:03:27.480 So we know that the variance of the sampling distribution 00:03:27.480 --> 00:03:30.630 for the difference in sample means, 00:03:30.630 --> 00:03:34.090 assuming that your two samples are independent 00:03:34.090 --> 00:03:36.560 and you're sampling with replacement, 00:03:36.560 --> 00:03:38.490 if you're sampling with replacement, 00:03:38.490 --> 00:03:41.650 it's actually going to be the sum of the variances 00:03:41.650 --> 00:03:44.930 of the sampling distribution for each of the sample means. 00:03:44.930 --> 00:03:49.930 So it's going to be that plus this right over here. 00:03:50.010 --> 00:03:50.843 Now you might be saying, 00:03:50.843 --> 00:03:53.960 "Wait, we're not sampling with replacement." 00:03:53.960 --> 00:03:57.360 Well, we also know that if each of the sample sizes 00:03:57.360 --> 00:04:00.610 are less than 10% of the population, 00:04:00.610 --> 00:04:02.720 then the difference is negligible, 00:04:02.720 --> 00:04:05.000 and so we could still use this formula. 00:04:05.000 --> 00:04:07.580 And so you could see that the simple random sample here 00:04:07.580 --> 00:04:09.290 is 40 from each shift. 00:04:09.290 --> 00:04:11.070 And they say that a large bakery 00:04:11.070 --> 00:04:14.830 makes thousands of cupcakes daily in two shifts. 00:04:14.830 --> 00:04:18.120 So even if it was a thousand, 10% of that would be 100, 00:04:18.120 --> 00:04:20.190 this is less than 10%. 00:04:20.190 --> 00:04:23.020 So we meet that condition, so we can use this same formula 00:04:23.020 --> 00:04:26.440 that you would use if you were sampling with replacement. 00:04:26.440 --> 00:04:29.340 So this first variance right over here 00:04:29.340 --> 00:04:31.210 of the sampling distribution 00:04:31.210 --> 00:04:33.960 for the sample means from shift A, 00:04:33.960 --> 00:04:38.610 this is going to be equal to the variance of shift A, 00:04:38.610 --> 00:04:40.870 the population variance of shift A 00:04:40.870 --> 00:04:44.510 divided by your sample size. 00:04:44.510 --> 00:04:46.950 And then this over here, 00:04:46.950 --> 00:04:49.460 it's gonna be the same thing for shift B. 00:04:49.460 --> 00:04:53.420 It's going to be the variance of shift B 00:04:53.420 --> 00:04:56.120 divided by your sample size. 00:04:56.120 --> 00:04:59.680 And so this is going to be equal to what? 00:04:59.680 --> 00:05:01.960 Well, the variance from shift A 00:05:01.960 --> 00:05:05.440 is going to be the square of the the standard deviation 00:05:05.440 --> 00:05:06.800 from shift A. 00:05:06.800 --> 00:05:09.180 The standard deviation's right over there. 00:05:09.180 --> 00:05:12.630 And so that's going to be 16. 00:05:12.630 --> 00:05:14.560 We could write grams squared 00:05:14.560 --> 00:05:16.210 if we wanna keep the units there. 00:05:16.210 --> 00:05:19.530 And then we're going to divide by the sample size. 00:05:19.530 --> 00:05:21.550 We know that the sample size in each case, 00:05:21.550 --> 00:05:25.090 40 cupcakes at a time for each sample. 00:05:25.090 --> 00:05:30.090 And then for shift B, we know that the standard deviation, 00:05:30.400 --> 00:05:35.120 the population standard deviation for shift B is 3 grams. 00:05:35.120 --> 00:05:40.120 You square that, and you get 9 grams squared. 00:05:40.540 --> 00:05:42.710 A gram squared is kind of an interesting idea, 00:05:42.710 --> 00:05:45.630 but that's what the units are working out to be right now. 00:05:45.630 --> 00:05:49.170 And our sample size is still equal to 40. 00:05:49.170 --> 00:05:50.956 And so this is going to be equal to, 00:05:50.956 --> 00:05:54.090 let's see, 16 plus 9 is 25. 00:05:54.090 --> 00:05:55.580 Common denominator, 40. 00:05:55.580 --> 00:06:00.153 So it's 25 over 40, which is the same thing as 5/8, 00:06:01.000 --> 00:06:06.000 5/8 of a gram squared, which is a little bit strange unit, 00:06:06.850 --> 00:06:08.340 but this now tells us 00:06:08.340 --> 00:06:09.884 what the standard deviation is going to be 00:06:09.884 --> 00:06:11.080 because it's going to be the square root 00:06:11.080 --> 00:06:12.590 of all of this business. 00:06:12.590 --> 00:06:16.390 So the standard deviation of the sampling distribution 00:06:16.390 --> 00:06:20.660 for the difference in sample means over here 00:06:20.660 --> 00:06:24.790 is going to be the square root of 5/8. 00:06:24.790 --> 00:06:27.400 And now of course, the units are back to grams, 00:06:27.400 --> 00:06:28.570 which makes sense. 00:06:28.570 --> 00:06:31.140 And this is approximately going to be equal to, 00:06:31.140 --> 00:06:35.370 get my calculator out, 5 divided by 8 equals, 00:06:35.370 --> 00:06:37.970 and then we take the square root of that, 00:06:37.970 --> 00:06:41.413 and it's going to be approximately 0.79. 00:06:42.600 --> 00:06:44.233 0.79. 00:06:47.090 --> 00:06:48.210 So the next question, 00:06:48.210 --> 00:06:51.150 before we try to figure out the probability is, 00:06:51.150 --> 00:06:53.930 is are we dealing with a normal distribution here 00:06:53.930 --> 00:06:55.880 when we think about the sampling distribution 00:06:55.880 --> 00:06:58.220 for the difference in sample means? 00:06:58.220 --> 00:06:59.950 And so I encourage you to pause the video again 00:06:59.950 --> 00:07:01.403 and think about that. 00:07:02.310 --> 00:07:04.010 So there's two ways that we can assume 00:07:04.010 --> 00:07:06.120 that the sampling distribution for the difference 00:07:06.120 --> 00:07:08.100 in sampling means is normal. 00:07:08.100 --> 00:07:11.450 If the original populations that each of the sample means 00:07:11.450 --> 00:07:14.470 are being calculated from are normal, 00:07:14.470 --> 00:07:16.760 then that means that the sampling distribution 00:07:16.760 --> 00:07:18.860 for each of the sample means is gonna be normal. 00:07:18.860 --> 00:07:20.170 And that means that the difference 00:07:20.170 --> 00:07:23.400 of the sampling distributions are going to be normal. 00:07:23.400 --> 00:07:24.600 Now we don't know for a fact 00:07:24.600 --> 00:07:26.240 that the weights of the cupcakes 00:07:26.240 --> 00:07:29.840 from each shift are normal distributions, 00:07:29.840 --> 00:07:32.570 but we also know that the sampling distribution 00:07:32.570 --> 00:07:34.080 of the sampling means 00:07:34.080 --> 00:07:37.410 can be modeled as being approximately normal 00:07:37.410 --> 00:07:41.480 if the two sample sizes are greater than or equal to 30. 00:07:41.480 --> 00:07:43.600 And we know that each of these samples 00:07:43.600 --> 00:07:46.780 are definitely greater than or equal to 30, they are 40. 00:07:46.780 --> 00:07:49.390 So that tells us that the sampling distribution 00:07:49.390 --> 00:07:53.470 of the difference in sample means is also normal. 00:07:53.470 --> 00:07:55.590 So we've established the things that we need 00:07:55.590 --> 00:07:58.000 to then calculate the probability. 00:07:58.000 --> 00:07:59.750 So I encourage you, pause the video, 00:07:59.750 --> 00:08:01.420 and see if you can use that information 00:08:01.420 --> 00:08:02.990 to calculate that probability, 00:08:02.990 --> 00:08:05.763 and we will then do that in the next video.
Be Like Sal: 3 Ways a Tablet Can Energize Your Digital Teaching!
https://www.youtube.com/watch?v=ITsSBEkEo0c
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WEBVTT Kind: captions Language: en 00:00:03.300 --> 00:00:06.210 - Thank you so much for joining today or this evening, 00:00:06.210 --> 00:00:07.430 depending on where you're calling from. 00:00:07.430 --> 00:00:09.620 This is Jeremy Shi at Khan Academy 00:00:09.620 --> 00:00:11.285 and I'm so excited you're joining with us 00:00:11.285 --> 00:00:14.760 because if anything, at Khan Academy, 00:00:14.760 --> 00:00:17.210 2020 has been the year of the tablet. 00:00:17.210 --> 00:00:20.439 We've given away by my calculation, at least 50 tablets 00:00:20.439 --> 00:00:23.600 over the course of the year in response to questions like, 00:00:23.600 --> 00:00:25.310 how does Sal Khan make those videos? 00:00:25.310 --> 00:00:27.320 How can I make my own videos? 00:00:27.320 --> 00:00:29.559 And that's why I'm so excited about tonight's session 00:00:29.559 --> 00:00:30.910 because now you're going to learn 00:00:30.910 --> 00:00:32.690 from the experts themselves. 00:00:32.690 --> 00:00:35.610 First of all, we are so lucky to have Stacey with us. 00:00:35.610 --> 00:00:37.970 Stacey is a math teacher and director of innovation 00:00:37.970 --> 00:00:41.290 educational technology at the Bullet School in Maryland. 00:00:41.290 --> 00:00:42.957 And one of the things that really impresses me 00:00:42.957 --> 00:00:45.467 is not only does she wear multiple hats at school 00:00:45.467 --> 00:00:48.230 but she's also the author of Tech with Heart 00:00:48.230 --> 00:00:49.140 which is an amazing book 00:00:49.140 --> 00:00:50.837 on how to use tech in your classroom 00:00:50.837 --> 00:00:53.830 not just to break your students down to bits and bytes 00:00:53.830 --> 00:00:56.350 but to actually empower them, to lift them up. 00:00:56.350 --> 00:00:59.150 And I think in 2020, I can't imagine a better lesson 00:00:59.150 --> 00:01:01.330 than how to use technology in a more holistic way. 00:01:01.330 --> 00:01:02.960 So check out Tech with Heart, 00:01:02.960 --> 00:01:04.920 would make a great stocking stuffer. 00:01:04.920 --> 00:01:07.040 And then also I have to give a huge shout out 00:01:07.040 --> 00:01:08.590 to the Wacom team. 00:01:08.590 --> 00:01:10.660 If you're familiar with Wacom, the brand, 00:01:10.660 --> 00:01:13.860 they're the world's leader in handwriting tablets. 00:01:13.860 --> 00:01:16.295 So whether you use it for design or for teaching, 00:01:16.295 --> 00:01:18.269 there's just these really powerful tools 00:01:18.269 --> 00:01:21.100 to bring your teaching style and your pedagogy 00:01:21.100 --> 00:01:22.510 into the digital world. 00:01:22.510 --> 00:01:25.450 And in fact, Sal Khan himself has been using their tablets 00:01:25.450 --> 00:01:27.000 for a decade at this point 00:01:27.000 --> 00:01:29.550 and is still using them to make videos at this very moment. 00:01:29.550 --> 00:01:31.960 So a huge shout out to the Wacom team 00:01:31.960 --> 00:01:33.960 and especially because Wacom has been generous enough 00:01:33.960 --> 00:01:38.320 to give away five more tablets, to lucky attendees tonight 00:01:38.320 --> 00:01:40.090 and you will be notified automatically 00:01:40.090 --> 00:01:41.620 just for being in attendance. 00:01:41.620 --> 00:01:43.420 If you're one of those lucky five. 00:01:43.420 --> 00:01:45.470 And then in addition, even if you're not selected 00:01:45.470 --> 00:01:46.790 to win a tablet 00:01:46.790 --> 00:01:48.855 walk is giving an exclusive discount code 00:01:48.855 --> 00:01:51.030 just to attendees of the session 00:01:51.030 --> 00:01:54.110 that Stacey will unveil at the very end of the presentation. 00:01:54.110 --> 00:01:55.480 Now, all that being said, 00:01:55.480 --> 00:01:58.150 I would be remiss in 2020 on a webinar 00:01:58.150 --> 00:02:00.900 not to mention that number one, this is being recorded. 00:02:00.900 --> 00:02:03.080 So you'll get all those goodies in your email 00:02:03.080 --> 00:02:06.117 right afterwards, including a PDF of the handouts 00:02:06.117 --> 00:02:08.350 and all the links that we talked about. 00:02:08.350 --> 00:02:11.700 And then of course, because we're educators, all in all 00:02:11.700 --> 00:02:14.080 we want to make sure that the session is really interactive. 00:02:14.080 --> 00:02:16.980 So ask questions at any point using the questions tab 00:02:16.980 --> 00:02:17.980 and Stacey will take a ton 00:02:17.980 --> 00:02:20.420 of those questions at the end of the session. 00:02:20.420 --> 00:02:23.300 So without further ado, let me turn it over to Stacey 00:02:23.300 --> 00:02:25.184 to tell you all about how you can use tablets 00:02:25.184 --> 00:02:29.190 in your own classroom to make 2021 even more effective. 00:02:29.190 --> 00:02:30.190 Over to you, Stacey. 00:02:31.130 --> 00:02:32.570 - Thank you so much. 00:02:32.570 --> 00:02:36.570 I'm so excited to be with you all this evening 00:02:36.570 --> 00:02:39.900 or whatever time it is over on your end. 00:02:39.900 --> 00:02:44.540 So I'm going to be sharing some ways 00:02:44.540 --> 00:02:47.351 that you can use the tablet. 00:02:47.351 --> 00:02:52.351 I have been using a Wacom tablet myself for years now. 00:02:53.560 --> 00:02:56.460 I think I got my first one in 2013. 00:02:56.460 --> 00:03:00.030 And what I love about these tablets is that 00:03:00.030 --> 00:03:02.820 it's the same tablet that I was using in 2013. 00:03:02.820 --> 00:03:04.830 I'm still able to use today, 00:03:04.830 --> 00:03:08.210 though I'm going to showcase some of their newer products. 00:03:08.210 --> 00:03:10.200 It has worked for me over the years 00:03:10.200 --> 00:03:14.740 and it's a way of allowing me to handwrite on anything. 00:03:14.740 --> 00:03:18.184 And as a math teacher, I need that. 00:03:18.184 --> 00:03:22.526 So in addition to my role in really working as a coach 00:03:22.526 --> 00:03:25.058 with teachers at my school 00:03:25.058 --> 00:03:28.970 and helping them onboard the tech that will work best 00:03:28.970 --> 00:03:32.430 for their classroom, I'm also an AP calculus teacher. 00:03:32.430 --> 00:03:34.930 So I've taught a number of classes over the year 00:03:34.930 --> 00:03:36.710 but in the past several years, 00:03:36.710 --> 00:03:38.930 I've taught AP calculus AB. 00:03:38.930 --> 00:03:42.930 I also taught a purely online version of AP calculus AB 00:03:42.930 --> 00:03:44.126 for a number of years 00:03:44.126 --> 00:03:46.960 and I am a flip classroom teacher. 00:03:46.960 --> 00:03:48.840 So I'll get into a lot 00:03:48.840 --> 00:03:51.650 of how I started exploring the tablets 00:03:51.650 --> 00:03:54.000 and how I'm using them now. 00:03:54.000 --> 00:03:58.250 And hopefully some easy ways to help you get started. 00:03:58.250 --> 00:04:01.540 If you are on Twitter, I would love to connect with you. 00:04:01.540 --> 00:04:06.233 My Twitter hashtag is, or my Twitter handle is @buddyXO. 00:04:07.590 --> 00:04:09.620 So if you are there, please connect with me. 00:04:09.620 --> 00:04:11.270 And if you have any questions at all, 00:04:11.270 --> 00:04:16.270 I'm so happy to follow up and answer as many as I can. 00:04:16.506 --> 00:04:18.985 I do have a contact form on my blog. 00:04:18.985 --> 00:04:21.830 So now that we're done with that little intro, 00:04:21.830 --> 00:04:26.830 let's go ahead and let me start off with some of the things 00:04:27.390 --> 00:04:29.440 I hope to achieve today. 00:04:29.440 --> 00:04:30.273 First of all, 00:04:30.273 --> 00:04:34.070 how to get started with a whiteboard application. 00:04:34.070 --> 00:04:39.070 Then how to use a scratch pad in Khan Academy? 00:04:39.170 --> 00:04:42.100 Then we'll talk more about how to ink up slides 00:04:42.100 --> 00:04:44.080 and make screencasts of your own. 00:04:44.080 --> 00:04:49.080 And then as Jeremy said, we will have some time for Q&A. 00:04:49.090 --> 00:04:50.880 So before we get started, 00:04:50.880 --> 00:04:53.440 I'm gonna just put a question out to you. 00:04:53.440 --> 00:04:54.744 What subject do you teach 00:04:54.744 --> 00:04:58.113 and what grade levels do you teach? 00:04:59.730 --> 00:05:02.233 Go ahead and type that in. 00:05:04.750 --> 00:05:06.250 - [Jeremy] Okay. We've got the poll on your screen. 00:05:06.250 --> 00:05:09.150 So feel free to start answering right there. 00:05:09.150 --> 00:05:12.500 About a third of the 500 or so educators 00:05:12.500 --> 00:05:14.000 across the country have answered. 00:05:14.000 --> 00:05:15.980 We're up to about two thirds now. 00:05:15.980 --> 00:05:17.900 And it looks like there are a lot of educators 00:05:17.900 --> 00:05:20.300 who are following in your footsteps, Stacey, 00:05:20.300 --> 00:05:22.850 because as we close the poll and share the results, 00:05:22.850 --> 00:05:25.250 you can see that a plurality are math educators. 00:05:27.880 --> 00:05:29.420 - Awesome. 00:05:29.420 --> 00:05:31.920 - [Jeremy] And now we'll do the same, that's right, 00:05:31.920 --> 00:05:34.290 but also a nice diversity of educators 00:05:34.290 --> 00:05:36.010 across the content spectrum. 00:05:36.010 --> 00:05:37.720 Let's do the same for grade level now. 00:05:37.720 --> 00:05:40.140 So elementary, all the way to high, 00:05:40.140 --> 00:05:41.883 maybe even beyond or before. 00:05:43.510 --> 00:05:45.270 It's looking like a little bit of a horse race 00:05:45.270 --> 00:05:46.820 between middle and high school. 00:05:51.350 --> 00:05:52.890 And we'll go ahead and share that. 00:05:52.890 --> 00:05:54.540 And it looks like a lot of high school educators. 00:05:54.540 --> 00:05:58.170 Again, your tribe is here in force tonight, Stacey. 00:05:58.170 --> 00:06:00.870 So a lot of high school math educators have joined us. 00:06:02.300 --> 00:06:03.133 - All right. 00:06:04.775 --> 00:06:06.543 Well, we'll have some fun tonight. 00:06:11.855 --> 00:06:16.170 So this is me back in the day. 00:06:16.170 --> 00:06:18.280 Let me go back into present. 00:06:18.280 --> 00:06:19.620 This is me back in the day 00:06:19.620 --> 00:06:21.500 when I started flipping my classroom. 00:06:21.500 --> 00:06:24.820 This was back in 2010. 00:06:24.820 --> 00:06:28.610 And what I had here was a tablet PC, actually. 00:06:28.610 --> 00:06:31.030 So this is how I got started making my videos. 00:06:31.030 --> 00:06:34.820 I had a microphone that I got and I was using my tablet PC, 00:06:34.820 --> 00:06:37.260 which is what we have through our school. 00:06:37.260 --> 00:06:39.720 That was kind of how I got interested in the first place. 00:06:39.720 --> 00:06:42.140 I said, Hey, I got this technology in my hands. 00:06:42.140 --> 00:06:45.160 Let me start making some screencasts for my students. 00:06:45.160 --> 00:06:48.250 Especially when I started AP calculus teaching, 00:06:48.250 --> 00:06:50.350 you know how much content there is to get through, 00:06:50.350 --> 00:06:52.040 not enough time to get through it. 00:06:52.040 --> 00:06:53.960 So wanted a way to offload 00:06:53.960 --> 00:06:57.730 that very teacher directed lecture to video, 00:06:57.730 --> 00:07:01.050 and I started using my tablet PC to do that. 00:07:01.050 --> 00:07:02.916 However, I am a Mac user 00:07:02.916 --> 00:07:07.760 and this tablet PC wasn't my preference. 00:07:07.760 --> 00:07:10.990 So when I learned about Wacom, 00:07:10.990 --> 00:07:15.510 then I had my solution because I could plug the tablet 00:07:15.510 --> 00:07:19.497 into my Mac and I still had the pen and the handwriting. 00:07:19.497 --> 00:07:24.497 And I've been happily using that solution ever since. 00:07:24.940 --> 00:07:29.370 So there are two main types of Wacom devices. 00:07:29.370 --> 00:07:33.340 There is the slate style like this one in the left. 00:07:33.340 --> 00:07:35.370 So this is a blank slate. 00:07:35.370 --> 00:07:39.880 And you can write just looking up at the screen 00:07:39.880 --> 00:07:41.470 is what you would have to do there 00:07:41.470 --> 00:07:44.390 so that you're not seeing what you're writing. 00:07:44.390 --> 00:07:46.000 Actually, you're looking up at the screen 00:07:46.000 --> 00:07:47.580 to see what you're writing. 00:07:47.580 --> 00:07:50.820 And then there's also the display style tablets, 00:07:50.820 --> 00:07:55.010 like this one where you actually either mirror your screen 00:07:55.010 --> 00:07:57.201 or you use it as a second display, 00:07:57.201 --> 00:08:00.834 just like if you had another monitor attached. 00:08:00.834 --> 00:08:05.600 So that is really amazing, especially remote learning. 00:08:05.600 --> 00:08:08.578 I think we've all learned that we need two monitors. 00:08:08.578 --> 00:08:11.960 And so this can be a simple way to have two monitors 00:08:11.960 --> 00:08:15.490 available to you or two screens available to you. 00:08:15.490 --> 00:08:19.650 So I really recommend the Wacom Intuos. 00:08:19.650 --> 00:08:23.520 There are different styles of it, but I like the one. 00:08:23.520 --> 00:08:24.940 This is the small one that I have. 00:08:24.940 --> 00:08:27.000 It's a small style, but it is Bluetooth. 00:08:27.000 --> 00:08:28.540 And I love that because it's wireless 00:08:28.540 --> 00:08:31.659 and I can move it around, easy to carry with me 00:08:31.659 --> 00:08:34.410 when we are in the actual classroom 00:08:34.410 --> 00:08:35.690 and we're able to move around. 00:08:35.690 --> 00:08:38.820 This is a great device to have, throw it in your bag. 00:08:38.820 --> 00:08:42.056 And then the Wacom One is what I actually make 00:08:42.056 --> 00:08:47.020 flip classroom videos with nowadays. 00:08:47.020 --> 00:08:48.710 You do have to plug it in. 00:08:48.710 --> 00:08:50.750 So it is much larger. I have it right here. 00:08:50.750 --> 00:08:52.000 I don't have it plugged in 00:08:52.000 --> 00:08:55.020 'cause I didn't want another screen going right now 00:08:55.020 --> 00:08:59.230 but this is really great because I can have it 00:08:59.230 --> 00:09:03.030 to write out all of my lessons, 00:09:03.030 --> 00:09:06.690 make my screen recordings, and it feels so natural. 00:09:06.690 --> 00:09:08.670 It really feels like writing on paper. 00:09:08.670 --> 00:09:11.278 The quality of this tablet is amazing, 00:09:11.278 --> 00:09:13.180 and I recommend the Wacom One 00:09:13.180 --> 00:09:15.410 because it's the lowest price point 00:09:15.410 --> 00:09:20.120 for a screen display style tablet that Wacom offers. 00:09:20.120 --> 00:09:22.910 And it's met all of my needs as a math teacher 00:09:22.910 --> 00:09:27.910 a hundred percent, and it feels so, so nice to write on. 00:09:28.100 --> 00:09:30.680 So those are the two style of tablets. 00:09:30.680 --> 00:09:34.660 Just wanted to throw those out there for some background. 00:09:34.660 --> 00:09:38.100 And then I'm gonna pose one more question to you right now. 00:09:38.100 --> 00:09:40.623 Do you currently have a writing tablet? 00:09:48.750 --> 00:09:51.620 So I think there's a poll that you can answer on this one 00:09:59.650 --> 00:10:01.320 - [Jeremy] And it looks like we're up to about almost 90% 00:10:01.320 --> 00:10:03.430 of the votes here, Stacey. 00:10:03.430 --> 00:10:06.530 It looks like about, as you can see here on the screen, 00:10:06.530 --> 00:10:10.290 about a third of teachers had that writing tablet already 00:10:10.290 --> 00:10:11.600 but the majority do not. 00:10:11.600 --> 00:10:14.130 So just a little good background to go on. 00:10:14.130 --> 00:10:18.060 - Awesome, so hopefully that some of that background 00:10:18.060 --> 00:10:21.500 was helpful in helping you understand the different styles 00:10:21.500 --> 00:10:22.890 of tablets that are available 00:10:22.890 --> 00:10:26.260 and which one you might want to purchase going forward. 00:10:26.260 --> 00:10:28.781 If you really just are looking to just get started 00:10:28.781 --> 00:10:31.460 with the most affordable option 00:10:31.460 --> 00:10:33.060 and the most portable option, 00:10:33.060 --> 00:10:35.781 that is the Intuos style tablet. 00:10:35.781 --> 00:10:38.530 And again, there's a Bluetooth version of that, 00:10:38.530 --> 00:10:41.120 which is what I really like because I can just be using it, 00:10:41.120 --> 00:10:43.061 just click a button, no wires needed, 00:10:43.061 --> 00:10:46.360 and I can move around and it's wireless. 00:10:46.360 --> 00:10:48.610 Again. The Wacom one. 00:10:48.610 --> 00:10:52.050 I love it for making my flip classroom videos. 00:10:52.050 --> 00:10:53.100 It does need to be plugged in. 00:10:53.100 --> 00:10:54.470 So I just like to mention that 00:10:54.470 --> 00:10:56.930 because I think it's important to weigh the options. 00:10:56.930 --> 00:10:58.110 Do you need portability 00:10:58.110 --> 00:11:01.479 or are you going to be making videos all the time? 00:11:01.479 --> 00:11:04.910 In which case, I think the Wacom One 00:11:04.910 --> 00:11:06.870 is really worth the investment. 00:11:06.870 --> 00:11:10.853 That's what I use most of my time and I just love it. 00:11:12.640 --> 00:11:17.640 All right, so let's continue on 00:11:18.870 --> 00:11:22.750 and start with some of the basics. 00:11:22.750 --> 00:11:26.970 So I wish that I could just tell you, Hey, 00:11:26.970 --> 00:11:28.500 this is what I recommend. 00:11:28.500 --> 00:11:30.140 This is what you should do. 00:11:30.140 --> 00:11:34.860 But the reality is we are all at different schools 00:11:34.860 --> 00:11:36.810 that use different technologies, 00:11:36.810 --> 00:11:38.400 that have different subscriptions 00:11:38.400 --> 00:11:40.010 but also we're at Google Schools. 00:11:40.010 --> 00:11:41.430 We are at Microsoft schools. 00:11:41.430 --> 00:11:43.050 We are at Google Meet schools. 00:11:43.050 --> 00:11:45.720 We are at Zoom schools right now. 00:11:45.720 --> 00:11:50.720 And so I am going to present, again, a variety of options, 00:11:50.720 --> 00:11:54.590 ones that I would most recommend depending on 00:11:54.590 --> 00:11:57.000 which of those camps you fall into. 00:11:57.000 --> 00:12:01.410 So if you are using Google everything already, 00:12:01.410 --> 00:12:03.023 if you're using Google Meet, 00:12:03.930 --> 00:12:07.450 even if you're using Zoom and your school is a Google school 00:12:07.450 --> 00:12:11.300 I think Google Jamboard is the simplest whiteboarding option 00:12:11.300 --> 00:12:13.890 that I can possibly offer you. 00:12:13.890 --> 00:12:16.910 There is a video of how the Google Meet integration 00:12:16.910 --> 00:12:19.550 with the Jamboard whiteboard works 00:12:19.550 --> 00:12:22.341 if you haven't used that before and again, 00:12:22.341 --> 00:12:24.510 these resources are available after 00:12:24.510 --> 00:12:26.563 and I put a little play button so that you can know 00:12:26.563 --> 00:12:29.850 that you can watch this video afterwards 00:12:29.850 --> 00:12:30.880 if you want to review it. 00:12:30.880 --> 00:12:33.260 I'm trying to load you up with some resources 00:12:33.260 --> 00:12:34.770 to really help you out. 00:12:34.770 --> 00:12:37.490 But I'm going to show you just a basic demo 00:12:37.490 --> 00:12:41.250 and you can get started by just going to your Google Drive, 00:12:41.250 --> 00:12:42.445 pressing the new button, 00:12:42.445 --> 00:12:46.210 go into more and then using a Google Jamboard. 00:12:46.210 --> 00:12:48.170 And that's how you start up a new whiteboard. 00:12:48.170 --> 00:12:50.950 Or if you're in a Google Meet, you'll see that option 00:12:50.950 --> 00:12:52.660 right when you click the three dots. 00:12:52.660 --> 00:12:54.770 So let me show you what a Jamboard looks like. 00:12:54.770 --> 00:12:59.420 It is super simple, super basic, but it is collaborative, 00:12:59.420 --> 00:13:01.780 or it can be just more instructional. 00:13:01.780 --> 00:13:04.230 So like anything else in Google, 00:13:04.230 --> 00:13:08.060 you can share this and make everybody else an editor, 00:13:08.060 --> 00:13:10.410 or you can share it with view only permissions. 00:13:10.410 --> 00:13:12.619 If everybody else has an editor, 00:13:12.619 --> 00:13:13.750 it's real-time collaboration. 00:13:13.750 --> 00:13:15.080 Amazing. Right? 00:13:15.080 --> 00:13:18.910 So there is a pen tool right here. 00:13:18.910 --> 00:13:21.810 And again, the options with this one are very, very simple. 00:13:21.810 --> 00:13:25.140 You only have a couple pallets of color here. 00:13:25.140 --> 00:13:27.610 You do have different pen thicknesses. 00:13:27.610 --> 00:13:30.060 You have a marker, you have a highlighter, 00:13:30.060 --> 00:13:31.810 you have more of a brush tool. 00:13:31.810 --> 00:13:36.410 And so, you know, you can just very simply get to writing. 00:13:36.410 --> 00:13:39.300 If you want to write, you can also pull in an image. 00:13:39.300 --> 00:13:42.110 So sometimes I like to use this to say, you know, 00:13:42.110 --> 00:13:44.240 you have a question that you want, 00:13:44.240 --> 00:13:47.510 take a snapshot of the question, pull it into here 00:13:47.510 --> 00:13:50.630 and then just use your tablet and write. 00:13:50.630 --> 00:13:52.497 That's basically it. 00:13:52.497 --> 00:13:54.940 And you can present during class with this also. 00:13:54.940 --> 00:13:56.530 There's this nice laser pointer. 00:13:56.530 --> 00:14:00.220 So it's easier for students to follow what you are writing 00:14:00.220 --> 00:14:02.730 and you can more easily point. 00:14:02.730 --> 00:14:04.610 There's a sticky note that you can have. 00:14:04.610 --> 00:14:09.610 And then for my people who need some shapes, 00:14:09.706 --> 00:14:11.580 there's some basic shapes here available too. 00:14:11.580 --> 00:14:15.350 So this I think is one of the simplest options available. 00:14:15.350 --> 00:14:18.380 It is automatically built into Google Meet 00:14:18.380 --> 00:14:19.213 if you're using that 00:14:19.213 --> 00:14:21.770 or if you're using Google Drive, I'm sorry. 00:14:21.770 --> 00:14:22.730 If you're a Google school, 00:14:22.730 --> 00:14:25.030 then this will save to your Google Drive. 00:14:25.030 --> 00:14:27.270 So that's the nice ability there too. 00:14:27.270 --> 00:14:32.220 And you can share, lastly, you can always export this, 00:14:32.220 --> 00:14:34.400 save this as a PDF afterwards, 00:14:34.400 --> 00:14:37.210 so that you can share these as lesson notes. 00:14:37.210 --> 00:14:39.240 If you can't get everything on one slide, 00:14:39.240 --> 00:14:43.003 you can make multiple pages just like that. 00:14:44.950 --> 00:14:48.480 And so those are the very very basics 00:14:48.480 --> 00:14:50.260 of getting started with this. 00:14:50.260 --> 00:14:51.690 And there's also the ability 00:14:51.690 --> 00:14:55.133 to have some grid paper background also. 00:14:57.270 --> 00:15:01.730 So, let me go ahead and move into the next option, 00:15:01.730 --> 00:15:04.960 which since I was on Google schools, 00:15:04.960 --> 00:15:08.890 this one is really, I feel like if you are a Google school 00:15:08.890 --> 00:15:11.060 that is already a Kami user, 00:15:11.060 --> 00:15:13.570 if you are using Kami or if your school 00:15:13.570 --> 00:15:15.480 has a site license to Kami, 00:15:15.480 --> 00:15:18.940 I really recommend checking that tool out. 00:15:18.940 --> 00:15:20.978 If you've not heard about it before, 00:15:20.978 --> 00:15:24.580 it's not the absolute thing that you need right now. 00:15:24.580 --> 00:15:26.140 I want you to pick which one 00:15:26.140 --> 00:15:30.463 is going to fit your needs the best, but what Kami is, 00:15:31.316 --> 00:15:32.920 it's integrated again with Google Drive, 00:15:32.920 --> 00:15:36.080 but it also can be kind of just a white boarding tool 00:15:36.080 --> 00:15:39.240 because there are these amazing pen tools 00:15:39.240 --> 00:15:41.850 built right into Kami. 00:15:41.850 --> 00:15:44.620 This is a Chrome extension, by the way, you can get it 00:15:44.620 --> 00:15:49.340 so you can open any of your Google Drive files with Kami. 00:15:49.340 --> 00:15:53.100 You can also just go to Kami on the web and you can write. 00:15:53.100 --> 00:15:56.798 So again, I can just write and talk. 00:15:56.798 --> 00:16:00.060 There's so many more features available into Kami. 00:16:00.060 --> 00:16:03.044 I could do a whole webinar on Kami, to be honest. 00:16:03.044 --> 00:16:06.530 There is even the ability to make your whole screen capture 00:16:06.530 --> 00:16:09.185 right here in Kami, if you have a paid version. 00:16:09.185 --> 00:16:13.342 But what I like to show here is just like this, for example, 00:16:13.342 --> 00:16:18.342 was I was just showing how students can kind of upload work 00:16:18.720 --> 00:16:20.300 that they were stuck on 00:16:20.300 --> 00:16:23.430 and then they can pull it all into a document. 00:16:23.430 --> 00:16:26.943 And then I can use the pen tools like I used right here 00:16:26.943 --> 00:16:31.260 to guide to say where they went wrong for example. 00:16:31.260 --> 00:16:34.806 We can discuss errors as a class. 00:16:34.806 --> 00:16:37.040 So again, this is one of 00:16:37.040 --> 00:16:39.830 the really nice white boarding tool. 00:16:39.830 --> 00:16:42.560 You can add extra pages as you go. 00:16:42.560 --> 00:16:44.130 When you want to add more pages. 00:16:44.130 --> 00:16:47.670 Again, if you need lined paper, you can have that. 00:16:47.670 --> 00:16:50.470 If you need grid paper, you can have that. 00:16:50.470 --> 00:16:53.802 If you want a music sheet, you can even add that. 00:16:53.802 --> 00:16:56.910 So if you are using Kami already 00:16:56.910 --> 00:16:58.550 and you haven't thought about using it 00:16:58.550 --> 00:17:00.660 as kind of a white boarding tool, 00:17:00.660 --> 00:17:03.053 that's going to be my recommendation to you. 00:17:05.270 --> 00:17:07.800 And that's really, again, if you're a Google school 00:17:07.800 --> 00:17:09.430 'cause that's tied with Google. 00:17:09.430 --> 00:17:11.790 So let's move on from Google schools. 00:17:11.790 --> 00:17:14.220 And if you're using Zoom, 00:17:14.220 --> 00:17:18.510 Zoom has a whiteboard built right in. 00:17:18.510 --> 00:17:21.920 So I have a demo here again, 00:17:21.920 --> 00:17:23.790 if you want to watch this after the fact, 00:17:23.790 --> 00:17:25.070 you can just press play 00:17:25.070 --> 00:17:28.210 and watch how to get started with the tool, 00:17:28.210 --> 00:17:32.600 but it is one of the simplest options available. 00:17:32.600 --> 00:17:33.980 And what's more in Zoom, 00:17:33.980 --> 00:17:37.280 you can actually write anywhere on your screen. 00:17:37.280 --> 00:17:40.910 So it doesn't have to just be a whiteboard 00:17:40.910 --> 00:17:42.010 that you're writing on. 00:17:42.010 --> 00:17:46.070 You can ink up anything using the annotation tools 00:17:46.070 --> 00:17:48.220 that are in Zoom. 00:17:48.220 --> 00:17:51.120 So if you haven't used that before, 00:17:51.120 --> 00:17:54.140 and if you're using Zoom, then again, 00:17:54.140 --> 00:17:55.610 you use your Wacom tablet. 00:17:55.610 --> 00:17:57.390 Now you have an actual pen, 00:17:57.390 --> 00:18:02.060 and you can be hand writing instead of, you know, 00:18:02.060 --> 00:18:05.050 just using your mouse, which is very difficult. 00:18:05.050 --> 00:18:09.464 So that Zoom again, if you're using that, 00:18:09.464 --> 00:18:11.530 I would definitely check out this video 00:18:11.530 --> 00:18:12.703 if you're not already. 00:18:13.570 --> 00:18:17.070 Final white boarding tool that I'm going to showcase is 00:18:17.926 --> 00:18:19.840 if you want something that's not tied to Google 00:18:19.840 --> 00:18:24.320 and not tied to Zoom but is very simple to get started with. 00:18:24.320 --> 00:18:29.320 I like AWW app, which is for a right here, a web whiteboard, 00:18:31.730 --> 00:18:33.410 and I'm just using it for free. 00:18:33.410 --> 00:18:35.540 So you do get advertisements. 00:18:35.540 --> 00:18:38.281 That is the only downside to this, 00:18:38.281 --> 00:18:41.450 but otherwise it can be a collaborative board 00:18:41.450 --> 00:18:43.530 so I can invite other people to it. 00:18:43.530 --> 00:18:44.790 So it can be collaborative, 00:18:44.790 --> 00:18:48.130 or I can just be doing my screenshare and writing. 00:18:48.130 --> 00:18:50.200 There are some more options in this one. 00:18:50.200 --> 00:18:52.950 So this is actually a tool that I use quite often 00:18:52.950 --> 00:18:55.180 'cause it's simple 00:18:55.180 --> 00:18:57.880 but also there's a little bit more functionality, 00:18:57.880 --> 00:19:01.400 so I can upload a picture or even a PDF. 00:19:01.400 --> 00:19:05.270 I usually just would upload like a picture of a question 00:19:05.270 --> 00:19:08.060 that I want to solve as a class. 00:19:08.060 --> 00:19:11.960 And then I can choose from more of a variety 00:19:11.960 --> 00:19:13.480 of color palettes right here. 00:19:13.480 --> 00:19:15.350 Or you can choose from the color wheel 00:19:15.350 --> 00:19:18.240 so you can get more colors right there available to you. 00:19:18.240 --> 00:19:20.560 There's an undo button very easily. 00:19:20.560 --> 00:19:24.960 And then again, you can be writing as you're talking, 00:19:24.960 --> 00:19:26.950 you have the eraser tool, 00:19:26.950 --> 00:19:29.880 and this one gives you a variety of options here 00:19:29.880 --> 00:19:32.168 where it's like you can change the size of the eraser. 00:19:32.168 --> 00:19:36.300 You can also like erase the whole thing in one click 00:19:36.300 --> 00:19:37.983 which makes it a little bit easier to use 00:19:37.983 --> 00:19:41.010 than just erasing little bit by little bit, 00:19:41.010 --> 00:19:43.490 especially when you're doing like a whole lesson. 00:19:43.490 --> 00:19:45.920 I know it sounds minor, but it can be very helpful. 00:19:45.920 --> 00:19:47.910 Again, you have some shape tools 00:19:47.910 --> 00:19:50.291 and then you have some text. 00:19:50.291 --> 00:19:52.710 What I like about this app too, 00:19:52.710 --> 00:19:54.500 is that as you're writing, 00:19:54.500 --> 00:19:58.200 so, you know, you can be doing a problem. 00:19:58.200 --> 00:20:00.873 Let me change color like over here. 00:20:01.770 --> 00:20:06.770 And then you can do is you can actually zoom in and out 00:20:08.890 --> 00:20:11.190 and you can write on different parts of the board. 00:20:11.190 --> 00:20:16.190 So I can be zooming out. I can move my, write over here too. 00:20:17.640 --> 00:20:20.230 Then I can move my whole board over. 00:20:20.230 --> 00:20:23.530 So I just have, this is kind of like a huge canvas 00:20:23.530 --> 00:20:27.080 that I can have and I can keep writing. 00:20:27.080 --> 00:20:30.240 And if I want to see everything, a snapshot of everything 00:20:30.240 --> 00:20:32.620 at the end of class, I can zoom way out. 00:20:32.620 --> 00:20:34.283 I can do full screen, 00:20:35.380 --> 00:20:38.360 and I can move around a little bit more easily 00:20:38.360 --> 00:20:40.740 with this little mini map tool here. 00:20:40.740 --> 00:20:43.416 So it's, again, one of those that you can explore 00:20:43.416 --> 00:20:46.510 a little bit more, but I've really liked this one. 00:20:46.510 --> 00:20:49.870 It's very, but also a little bit more robust 00:20:49.870 --> 00:20:54.870 in terms of being, you know, kind of like that canvas feel, 00:20:55.140 --> 00:20:58.430 which I like, if you know, I want to solve a big problem, 00:20:58.430 --> 00:21:01.040 I don't have enough retail space on my screen. 00:21:01.040 --> 00:21:04.330 I can play a little bit more with some of these options. 00:21:04.330 --> 00:21:08.230 So that is AWW app. 00:21:08.230 --> 00:21:10.550 And again, there's a paid version or a free version. 00:21:10.550 --> 00:21:11.950 I'm just using the free one. 00:21:14.650 --> 00:21:15.483 All right. 00:21:15.483 --> 00:21:16.610 - [Jeremy] Stacey, as you're going to the next section. 00:21:16.610 --> 00:21:18.130 I just want to give a shout out. 00:21:18.130 --> 00:21:20.010 You're getting so much love on the chat. 00:21:20.010 --> 00:21:22.960 People are saying, Oh, I love Kami. I love Jamboard. 00:21:22.960 --> 00:21:23.793 I love AWW. 00:21:23.793 --> 00:21:25.780 So everyone is sharing their favorite tools 00:21:25.780 --> 00:21:27.580 and there are even some additional ones that are popping up. 00:21:27.580 --> 00:21:29.900 So thank you for sparking the conversation. 00:21:29.900 --> 00:21:31.840 - Oh, fantastic. I know. 00:21:31.840 --> 00:21:33.150 And that's the hardest thing, 00:21:33.150 --> 00:21:35.450 I want to come on here and like make this 00:21:35.450 --> 00:21:38.830 as simple as possible for everybody and say, you know, 00:21:38.830 --> 00:21:42.550 like this is the best one, but the problem is 00:21:42.550 --> 00:21:44.130 there isn't a best one. 00:21:44.130 --> 00:21:46.950 And as you can probably see that coming into the chat, 00:21:46.950 --> 00:21:48.430 there's probably a lot of conversation 00:21:48.430 --> 00:21:49.970 about what people love. 00:21:49.970 --> 00:21:54.152 And so again, I encourage you to kind of think about 00:21:54.152 --> 00:21:57.320 what tools your school's already using 00:21:57.320 --> 00:22:00.410 and maybe there's one that already resonates with you, 00:22:00.410 --> 00:22:03.410 but also like getting students on it more easily. 00:22:03.410 --> 00:22:04.640 If you're already a Google school, 00:22:04.640 --> 00:22:06.640 Jamboard is going to be super simple for you 00:22:06.640 --> 00:22:08.030 and for your students. 00:22:08.030 --> 00:22:10.430 If your students are already using Kami, 00:22:10.430 --> 00:22:12.830 that's going to be super simple to them. 00:22:12.830 --> 00:22:13.780 You know, at this point 00:22:13.780 --> 00:22:17.870 I don't want to present too many more tools in my classroom 00:22:17.870 --> 00:22:20.520 because we already went through, you know, 00:22:20.520 --> 00:22:22.878 kind of some of the pain, the growing pains 00:22:22.878 --> 00:22:24.560 of getting onboard. 00:22:24.560 --> 00:22:27.450 And that's always the hardest part. Now we're in a routine. 00:22:27.450 --> 00:22:30.190 So, all right. 00:22:30.190 --> 00:22:35.190 So let's go ahead and dig into using the scratch pad 00:22:35.960 --> 00:22:39.233 in Khan Academy in case you're not using that already. 00:22:40.710 --> 00:22:44.020 So I'm going to go ahead right now, actually, let me go back 00:22:44.020 --> 00:22:45.600 and just tell you what I'm going to talk about. 00:22:45.600 --> 00:22:47.460 So the first thing I'm going to talk about 00:22:47.460 --> 00:22:50.010 is using it in the student view. 00:22:50.010 --> 00:22:52.838 So this would be from the assign tab, 00:22:52.838 --> 00:22:56.960 and this is something that students also have access to. 00:22:56.960 --> 00:23:00.450 So even if they don't have a device, you know, 00:23:00.450 --> 00:23:02.580 even if they just need to use their mouse, 00:23:02.580 --> 00:23:05.700 they can at least ink up a little bit 00:23:05.700 --> 00:23:07.420 as they're thinking through things, 00:23:07.420 --> 00:23:08.703 which I know is very difficult, 00:23:08.703 --> 00:23:11.640 but you as a teacher can also use it. 00:23:11.640 --> 00:23:13.310 So let me show you what I mean. 00:23:13.310 --> 00:23:17.003 So if I am in that assigned tab right here, 00:23:19.500 --> 00:23:22.680 and then I click on to any of the assignments 00:23:22.680 --> 00:23:24.520 that I have given. 00:23:24.520 --> 00:23:28.143 So let me go ahead and click into this exercise. 00:23:30.630 --> 00:23:34.680 And then if I click on student view, so say for example, 00:23:34.680 --> 00:23:37.160 I just want to do like an introductory lesson. 00:23:37.160 --> 00:23:39.010 I found some really nice questions 00:23:39.010 --> 00:23:40.920 that were in Khan Academy. 00:23:40.920 --> 00:23:43.350 I don't want to assign them for students yet 00:23:43.350 --> 00:23:44.250 to do on their own. 00:23:44.250 --> 00:23:46.830 I want to just have a class conversation about it. 00:23:46.830 --> 00:23:49.450 I can go ahead and pull this up on the board. 00:23:49.450 --> 00:23:52.270 And then if you click on here, 00:23:52.270 --> 00:23:55.790 the little white boarding tool, then you'll see that again. 00:23:55.790 --> 00:23:57.670 I get kind of like my grid paper 00:23:57.670 --> 00:24:00.260 which I know we love as math teachers. 00:24:00.260 --> 00:24:02.850 And I can just mark it up. 00:24:02.850 --> 00:24:05.950 So, you know, I can be writing and talking. 00:24:05.950 --> 00:24:09.320 I think there's real power in being able to highlight 00:24:09.320 --> 00:24:10.640 while I'm talking, 00:24:10.640 --> 00:24:13.930 being able to write so students can follow what I'm doing. 00:24:13.930 --> 00:24:15.010 So I'm saying, you know, 00:24:15.010 --> 00:24:17.310 the limit as X approaches negative two. 00:24:17.310 --> 00:24:19.210 So now I'm telling everybody, you know, 00:24:19.210 --> 00:24:23.130 pull your eye to negative two here. 00:24:23.130 --> 00:24:25.981 And again, it's just this quick little visual 00:24:25.981 --> 00:24:30.840 of like what's going on so I can pull that out for them 00:24:30.840 --> 00:24:33.470 and then say, you know, well, what do you see going on 00:24:33.470 --> 00:24:35.130 from the left-hand side? 00:24:35.130 --> 00:24:38.650 And I can just be drawing and talking at the same time. 00:24:38.650 --> 00:24:41.270 And then my students can maybe unmute their mic, 00:24:41.270 --> 00:24:44.023 chat it out, we can talk about it. 00:24:44.023 --> 00:24:44.960 And then, you know, just what's happening 00:24:44.960 --> 00:24:46.350 from the right hand side. 00:24:46.350 --> 00:24:48.810 And so we can discuss it. 00:24:48.810 --> 00:24:50.582 And I think that just makes 00:24:50.582 --> 00:24:51.900 for a really nice little discussion 00:24:51.900 --> 00:24:53.930 and then we can choose the answer together. 00:24:53.930 --> 00:24:57.140 So this is, again, this could be used for class instruction 00:24:57.140 --> 00:25:00.323 or maybe you assigned something 00:25:00.323 --> 00:25:01.610 and students got something wrong. 00:25:01.610 --> 00:25:05.220 You could pull this up or you could have them pull it up 00:25:05.220 --> 00:25:06.920 on their screen share 00:25:06.920 --> 00:25:10.530 and ask them to kind of use these tools 00:25:10.530 --> 00:25:14.040 to try and explain what they were thinking 00:25:14.040 --> 00:25:17.290 so that you can work through it and coach them together. 00:25:17.290 --> 00:25:20.060 So that's a really nice little tool 00:25:20.060 --> 00:25:22.500 in case you haven't used it before. 00:25:22.500 --> 00:25:26.137 And then the other way that I wanted to show it is 00:25:26.137 --> 00:25:28.540 after students have responded. 00:25:28.540 --> 00:25:31.760 So say that you already gave an assignment. 00:25:31.760 --> 00:25:33.060 Everybody did it for homework. 00:25:33.060 --> 00:25:35.010 Now you want to discuss it in class. 00:25:35.010 --> 00:25:36.760 You can use a teacher report. 00:25:36.760 --> 00:25:40.050 And again, there is a drawing tool that's available 00:25:40.050 --> 00:25:42.550 more on a sidebar in this case. 00:25:42.550 --> 00:25:44.303 So let me go ahead and go back. 00:25:45.410 --> 00:25:50.350 And this time I'm going to go ahead and go into my scores 00:25:52.320 --> 00:25:53.993 And let me click on this. 00:25:56.470 --> 00:25:59.380 So now if we're reviewing all students here, 00:25:59.380 --> 00:26:03.238 say that I want to discuss this one. 00:26:03.238 --> 00:26:04.071 This one person got it wrong. 00:26:04.071 --> 00:26:07.170 So I can go ahead and pull up the draw tool right here. 00:26:07.170 --> 00:26:10.180 And then I can just write on the side. 00:26:10.180 --> 00:26:11.940 So again, super simple. 00:26:11.940 --> 00:26:14.290 I can't draw on the drawing itself in this case, 00:26:14.290 --> 00:26:19.110 but here was an example that I just laid out right here. 00:26:19.110 --> 00:26:21.280 For example, you know, you might say, 00:26:21.280 --> 00:26:24.450 what are the three things that you are looking for here? 00:26:24.450 --> 00:26:25.930 And I could just write that out 00:26:25.930 --> 00:26:28.030 and then I'm able to write that out 00:26:28.030 --> 00:26:31.620 because I have the pen tool on my Wacom tablet. 00:26:31.620 --> 00:26:32.820 If I was using my mouse, 00:26:32.820 --> 00:26:34.760 I would not be able to write that out. 00:26:34.760 --> 00:26:38.090 So again, that can be a really nice way 00:26:38.090 --> 00:26:40.820 to just talk about things in class. 00:26:40.820 --> 00:26:44.671 So those are my two favorite ways of the whiteboard 00:26:44.671 --> 00:26:49.300 right within Khan Academy to bring things out during class 00:26:49.300 --> 00:26:52.540 or to do kind of one-on-one individualized coaching, 00:26:52.540 --> 00:26:54.490 the students also. 00:26:54.490 --> 00:26:57.770 So let me pause again and see if there's any questions 00:26:57.770 --> 00:26:59.130 coming in before we get into 00:26:59.130 --> 00:27:01.990 some simple screencasting options. 00:27:01.990 --> 00:27:04.340 - [Jeremy] Yeah. So there are so many questions, Stacey. 00:27:04.340 --> 00:27:07.320 What I would recommend is why don't we finish up the content 00:27:07.320 --> 00:27:09.160 and then save maybe like 10, 15 minutes 00:27:09.160 --> 00:27:11.340 and really dig deep into these questions. 00:27:11.340 --> 00:27:14.470 - Sounds good to me. All right. 00:27:14.470 --> 00:27:18.170 So again, I'm presenting four options here 00:27:18.170 --> 00:27:21.940 depending on what you need for screencasting. 00:27:21.940 --> 00:27:23.410 When it comes to screencasting, 00:27:23.410 --> 00:27:25.660 there are a lot of options out there. 00:27:25.660 --> 00:27:27.620 I'm going to set it, again. 00:27:27.620 --> 00:27:30.759 If you're a Google school already using Google Meet 00:27:30.759 --> 00:27:33.830 and if you already have the ability to record, 00:27:33.830 --> 00:27:35.890 not everybody has the ability to record in Google Meet, 00:27:35.890 --> 00:27:38.470 but if you have the ability to record in Google Meet, 00:27:38.470 --> 00:27:40.639 you would see it under your three dots 00:27:40.639 --> 00:27:41.472 and you'd be able to record. 00:27:41.472 --> 00:27:43.730 Everybody who's using Google for education right now 00:27:43.730 --> 00:27:45.950 should be able to record in Google. 00:27:45.950 --> 00:27:48.050 They've made that available for this year. 00:27:49.180 --> 00:27:52.830 So if you're doing that for class already, you know what? 00:27:52.830 --> 00:27:55.870 You can join a Google Meet, just you and yourself 00:27:55.870 --> 00:27:57.580 and make a nice little screencast 00:27:57.580 --> 00:27:59.950 because you will have created a video, right? 00:27:59.950 --> 00:28:03.580 So you could just join the Google Meet all by yourself. 00:28:03.580 --> 00:28:07.650 You can open up, pop open a Jamboard, for example 00:28:07.650 --> 00:28:09.420 and use the white boarding. 00:28:09.420 --> 00:28:10.253 There you go. 00:28:10.253 --> 00:28:13.770 Simple whiteboard screencasts that you can then, 00:28:13.770 --> 00:28:15.610 it will upload it to your Google Drive. 00:28:15.610 --> 00:28:19.400 And then you can give it to students to go ahead and review. 00:28:19.400 --> 00:28:22.020 If you are using Zoom, there's a record option, 00:28:22.020 --> 00:28:22.923 right in Zoom. 00:28:24.017 --> 00:28:25.320 So you could use the white boarding tool again 00:28:25.320 --> 00:28:26.273 right in Zoom. 00:28:27.300 --> 00:28:29.970 And you can just record. Let's keep it simple. 00:28:29.970 --> 00:28:34.010 If you are wanting a Chrome extension, 00:28:34.010 --> 00:28:34.940 there are a couple. 00:28:34.940 --> 00:28:38.370 You may have used Screencastify or Loom. 00:28:38.370 --> 00:28:40.936 They're both very similar. 00:28:40.936 --> 00:28:43.900 I usually recommend Loom because it is free for educators. 00:28:43.900 --> 00:28:46.890 Screencastify has a limit for what you can do 00:28:46.890 --> 00:28:48.040 with the free version. 00:28:48.040 --> 00:28:49.330 So that's why I say Loom. 00:28:49.330 --> 00:28:51.210 If you sign up as an educator, 00:28:51.210 --> 00:28:52.440 not everybody knows about that. 00:28:52.440 --> 00:28:54.670 There's an educator form that you can fill out 00:28:54.670 --> 00:28:57.886 in which case you get free access to Loom. 00:28:57.886 --> 00:29:01.410 So that does allow you to do both like, you know, 00:29:01.410 --> 00:29:04.670 the little video and your screencast at the same time 00:29:04.670 --> 00:29:06.240 or you can just do the screencast. 00:29:06.240 --> 00:29:08.550 You get to choose what you want to do there, 00:29:08.550 --> 00:29:12.910 screen only, screen and cam, and you can record again. 00:29:12.910 --> 00:29:14.940 You can upload that to your Google Drive. 00:29:14.940 --> 00:29:17.660 You have some different options there. 00:29:17.660 --> 00:29:20.670 And then lastly I'm going to present one paid option, 00:29:20.670 --> 00:29:22.100 which is Camtasia. 00:29:22.100 --> 00:29:26.040 And I present that because that's actually what I use 00:29:26.040 --> 00:29:27.700 to record my videos. 00:29:27.700 --> 00:29:31.820 That's what I've been using since 2010 actually. 00:29:31.820 --> 00:29:33.690 I use that to record my videos 00:29:33.690 --> 00:29:36.780 and I use that to edit my videos. 00:29:36.780 --> 00:29:38.840 So that's what I like about that is that 00:29:38.840 --> 00:29:41.570 it does have a pretty robust editor also. 00:29:41.570 --> 00:29:45.010 I can add in like little annotations at the end. 00:29:45.010 --> 00:29:47.800 I can cut things if I made a mistake, 00:29:47.800 --> 00:29:51.890 I can do some transitions, all of that good stuff. 00:29:51.890 --> 00:29:54.560 So if you want to invest a little bit more time 00:29:54.560 --> 00:29:58.410 and energy into creating videos and editing them, 00:29:58.410 --> 00:30:00.050 that's something that you enjoy. 00:30:00.050 --> 00:30:02.240 I really enjoy editing my videos. 00:30:02.240 --> 00:30:06.480 Then I would recommend looking into a Camtasia license 00:30:06.480 --> 00:30:09.410 and make sure that you look for an educator discount 00:30:09.410 --> 00:30:12.400 on that because you have some educator discounts available 00:30:13.480 --> 00:30:14.740 but that is a paid option 00:30:14.740 --> 00:30:18.683 and it is available for both a PC or a Mac. 00:30:19.560 --> 00:30:24.560 So I'm going to keep this as simple as possible. 00:30:25.480 --> 00:30:30.290 Again, one of the easiest ways to start inking up anything 00:30:30.290 --> 00:30:33.010 is to use PowerPoint actually. 00:30:33.010 --> 00:30:37.470 And there is a pen tool available even in PowerPoint Online. 00:30:37.470 --> 00:30:39.620 So I'm going to show you PowerPoint Online 00:30:39.620 --> 00:30:41.990 because this is how I actually got started with things. 00:30:41.990 --> 00:30:43.360 I just opened up a PowerPoint. 00:30:43.360 --> 00:30:46.960 Like I had my PowerPoint as my base, my presentation. 00:30:46.960 --> 00:30:51.360 I had a question and a lot of blank, white space 00:30:51.360 --> 00:30:54.290 as you can see here, that's kind of what it looked like. 00:30:54.290 --> 00:30:55.890 Whatever's in red is what I wrote 00:30:55.890 --> 00:30:58.610 while I was making the screencast itself. 00:30:58.610 --> 00:31:01.130 And so when you do this in PowerPoint, 00:31:01.130 --> 00:31:03.700 it's going to save all the annotations too. 00:31:03.700 --> 00:31:06.940 So then you have a kind of a final version. 00:31:06.940 --> 00:31:08.930 And I usually save my original version. 00:31:08.930 --> 00:31:13.100 And I usually, I print out the blank version for my students 00:31:13.100 --> 00:31:15.020 so that they can take notes right on the PowerPoint 00:31:15.020 --> 00:31:16.500 as they're watching the video. 00:31:16.500 --> 00:31:19.440 And then you can just go ahead and go to this drawing tab. 00:31:19.440 --> 00:31:21.180 I'm in PowerPoint Online here. 00:31:21.180 --> 00:31:22.890 And then you go to the drawing tab 00:31:22.890 --> 00:31:25.790 and you can choose from a bunch of different colors. 00:31:25.790 --> 00:31:27.760 And it's nice that it has your recent colors 00:31:27.760 --> 00:31:29.020 that are saved right here. 00:31:29.020 --> 00:31:31.660 You can change the thickness of the pen tool 00:31:33.240 --> 00:31:35.930 and then you can also use this different pen tool. 00:31:35.930 --> 00:31:40.610 They're a little bit different and have the colors. 00:31:40.610 --> 00:31:43.350 You have the eraser, you have a highlighter, 00:31:43.350 --> 00:31:46.700 and you can just get started with making a screencast. 00:31:46.700 --> 00:31:48.870 So again, you could open this up, 00:31:48.870 --> 00:31:51.480 then use one of screencasting tools we talked about. 00:31:51.480 --> 00:31:53.808 So you could open up a Google Meet with you yourself 00:31:53.808 --> 00:31:56.350 and press record. 00:31:56.350 --> 00:31:58.840 You can open up Zoom and record yourself. 00:31:58.840 --> 00:32:00.463 You could also use Screencastify. 00:32:00.463 --> 00:32:02.160 I use Camtasia. 00:32:02.160 --> 00:32:04.080 When I use Camtasia, something else I like about that 00:32:04.080 --> 00:32:06.917 is I can just like choose what portion of the screen 00:32:06.917 --> 00:32:07.900 I want to record. 00:32:07.900 --> 00:32:11.040 So I would just like select this portion of the screen 00:32:11.040 --> 00:32:13.610 with my mouse, you know? 00:32:13.610 --> 00:32:17.144 So it would like record just this portion. 00:32:17.144 --> 00:32:21.150 And then obviously I was not using my tablet there. 00:32:21.150 --> 00:32:24.400 So it was very messy, but I would just record that portion 00:32:24.400 --> 00:32:26.530 and you wouldn't be able to see any of the background stuff. 00:32:26.530 --> 00:32:29.100 And so a lot of the different tools 00:32:29.100 --> 00:32:31.160 allow you to choose just a piece of your screen 00:32:31.160 --> 00:32:33.470 instead of recording the entire screen. 00:32:33.470 --> 00:32:35.350 So that's something to keep in mind also. 00:32:35.350 --> 00:32:37.900 Loom has that ability, I know. 00:32:37.900 --> 00:32:41.390 So yeah, that's the easiest way to honestly, 00:32:41.390 --> 00:32:44.580 to get started here, PowerPoint, you use it 00:32:44.580 --> 00:32:45.543 and it's all free. 00:32:47.220 --> 00:32:50.713 If you have PowerPoint, like the desktop version, 00:32:51.660 --> 00:32:53.500 this is coming to Mac. 00:32:53.500 --> 00:32:55.170 I don't think it's rolled out to everybody. 00:32:55.170 --> 00:32:56.630 I know I'm in a program 00:32:56.630 --> 00:32:58.240 where I get some early releases of things. 00:32:58.240 --> 00:33:02.410 So it is available on, I am using it on my Mac right now. 00:33:02.410 --> 00:33:03.640 There is a record slideshow. 00:33:03.640 --> 00:33:06.220 It's been available on a PC for years. 00:33:06.220 --> 00:33:08.730 If you have PowerPoint downloaded to your computer. 00:33:08.730 --> 00:33:10.750 You can actually, it's a one-stop shop 00:33:10.750 --> 00:33:14.880 where you can create a video and record your screen 00:33:14.880 --> 00:33:17.620 right using PowerPoint all in one. 00:33:17.620 --> 00:33:19.700 Like you don't even need a second tool. 00:33:19.700 --> 00:33:21.390 If that's something that interests you, 00:33:21.390 --> 00:33:24.661 I have a reference article and also a video tutorial. 00:33:24.661 --> 00:33:27.690 That is a Windows specific one 00:33:27.690 --> 00:33:31.650 but it's should be similar for the Mac starting soon. 00:33:31.650 --> 00:33:34.230 Anyway, I just wanted to present that as an option 00:33:34.230 --> 00:33:35.560 if you're using PowerPoint, 00:33:35.560 --> 00:33:38.660 this is something that a lot of people aren't aware of, 00:33:38.660 --> 00:33:40.980 again, it's record slideshow, 00:33:40.980 --> 00:33:43.070 it's right baked into PowerPoint 00:33:43.070 --> 00:33:45.930 and you can export it as a MP4. 00:33:45.930 --> 00:33:48.780 If you want students to watch it as a video 00:33:48.780 --> 00:33:51.760 or you can also give a share link. 00:33:51.760 --> 00:33:54.744 And that share link is kind of like 00:33:54.744 --> 00:33:57.900 if I shared these Google slides with you right now 00:33:57.900 --> 00:34:00.350 where students can press like the next button 00:34:00.350 --> 00:34:03.000 and the next button, but it will play like a video. 00:34:03.000 --> 00:34:05.760 It's really cool. I encourage you to check it out. 00:34:05.760 --> 00:34:08.480 If you are a PowerPoint fan, 00:34:08.480 --> 00:34:09.530 if you're not, though 00:34:10.406 --> 00:34:13.163 I've provided some other options for you to explore today. 00:34:16.440 --> 00:34:21.000 So I did want to show you my actual process. 00:34:21.000 --> 00:34:23.600 And this is a video of my actual process. 00:34:23.600 --> 00:34:26.550 These days I use Notability on my Mac. 00:34:26.550 --> 00:34:28.204 I pay for that. 00:34:28.204 --> 00:34:31.861 It wasn't very expensive, but I did purchase Notability 00:34:31.861 --> 00:34:34.550 which is a, you might be familiar. 00:34:34.550 --> 00:34:39.550 There is an iOS application for Notability, 00:34:40.320 --> 00:34:42.270 but there's also a Mac application. 00:34:42.270 --> 00:34:45.860 And I just like it as like I have it as my digital notebook. 00:34:45.860 --> 00:34:47.540 So that's what I'm using these days. 00:34:47.540 --> 00:34:50.240 But honestly, I start off with a PowerPoint, 00:34:50.240 --> 00:34:52.782 and you can replicate the same thing in PowerPoint. 00:34:52.782 --> 00:34:56.350 And I use Camtasia to make my screen recordings. 00:34:56.350 --> 00:34:59.943 Then I upload those for students to watch. 00:35:01.500 --> 00:35:03.710 So again, if you want to see my exact process, 00:35:03.710 --> 00:35:05.173 that video is available. 00:35:06.360 --> 00:35:07.193 All right. 00:35:08.540 --> 00:35:10.360 Last, I think this is like almost my last question for you. 00:35:10.360 --> 00:35:12.763 How many Flipgrid fans do I have here today? 00:35:15.100 --> 00:35:17.550 - [Jeremy] Okay, so let's queue this one up here. 00:35:18.420 --> 00:35:20.110 So we launched the Flipgrid poll 00:35:22.200 --> 00:35:25.630 and it's looking like a lot of folks love it. 00:35:25.630 --> 00:35:27.280 Maybe more have never used it before. 00:35:27.280 --> 00:35:30.230 So this is great, great chance to share something powerful. 00:35:31.260 --> 00:35:32.203 - All right. 00:35:33.300 --> 00:35:34.620 - [Jeremy] So go ahead and share those results. 00:35:34.620 --> 00:35:37.540 It looks like about 70% have not tried yet. 00:35:37.540 --> 00:35:39.240 So feel free to share more Stacey. 00:35:40.430 --> 00:35:45.240 - Okay. So I am obviously in the love it camp. 00:35:45.240 --> 00:35:47.303 So Flipgrid, there's two main things 00:35:47.303 --> 00:35:48.760 that you can do in Flipgrid. 00:35:48.760 --> 00:35:51.750 One is that you can record, sorry. 00:35:51.750 --> 00:35:53.790 You can have students record responses. 00:35:53.790 --> 00:35:57.520 So it comes in all like a grid of student replies. 00:35:57.520 --> 00:35:59.390 I'm not going to focus on that today, 00:35:59.390 --> 00:36:01.190 even though that is amazing. 00:36:01.190 --> 00:36:03.410 I use it in my math class all the time for students 00:36:03.410 --> 00:36:08.410 to explain their math thinking and I don't use, 00:36:08.430 --> 00:36:10.020 they don't use any special white boarding 00:36:10.020 --> 00:36:11.060 or anything like that. 00:36:11.060 --> 00:36:13.260 They just use a phone and they hover it 00:36:13.260 --> 00:36:14.220 over their piece of paper 00:36:14.220 --> 00:36:15.750 and they talk about their math solutions 00:36:15.750 --> 00:36:17.770 and it's all posted on one big grid. 00:36:17.770 --> 00:36:19.210 But what I'm going to talk about today 00:36:19.210 --> 00:36:24.210 is more of like the teacher created portion here, 00:36:24.269 --> 00:36:25.640 since that is the focus of our session today. 00:36:25.640 --> 00:36:28.050 So when you're in Flipgrid and this is free, 00:36:28.050 --> 00:36:29.750 free available for everybody, 00:36:29.750 --> 00:36:31.590 there is something called the shorts camera. 00:36:31.590 --> 00:36:34.080 And that is to record a short video. 00:36:34.080 --> 00:36:36.350 You can record up to 10 minutes in here. 00:36:36.350 --> 00:36:39.960 So when I record a short, that's gonna be, 00:36:39.960 --> 00:36:42.350 that's going to do my whole screen recording 00:36:42.350 --> 00:36:44.040 and provide me with a whiteboard. 00:36:44.040 --> 00:36:46.550 This is super simple. All right. 00:36:46.550 --> 00:36:48.460 So what I'm going to do here is I'm going 00:36:48.460 --> 00:36:50.720 to go to my effects. 00:36:50.720 --> 00:36:52.340 I know I'm covering a lot rather quickly. 00:36:52.340 --> 00:36:53.720 So here we go, 00:36:53.720 --> 00:36:57.806 and you can choose a board and I can choose a whiteboard. 00:36:57.806 --> 00:37:01.084 What you can do here is you can also split the screen. 00:37:01.084 --> 00:37:03.680 So I could be like in the side of the video, 00:37:03.680 --> 00:37:06.510 or I can just be like, I want only a whiteboard. 00:37:06.510 --> 00:37:09.460 And again, I have some different types of paper 00:37:09.460 --> 00:37:10.630 that I can choose from. 00:37:10.630 --> 00:37:13.623 And then all I have to do is press the record button. 00:37:17.560 --> 00:37:20.120 Now it's actually recording everything that I do, 00:37:20.120 --> 00:37:23.030 so I can go ahead and I can open up a pen tool. 00:37:23.030 --> 00:37:27.990 I can change the color of my pen and I can get to drawing. 00:37:27.990 --> 00:37:30.440 So it's very simple, very quick. 00:37:30.440 --> 00:37:32.550 I would just have this one screen. 00:37:32.550 --> 00:37:37.550 I can always pause if I needed to, I could reset my screen 00:37:37.560 --> 00:37:39.313 so I could delete everything. 00:37:40.270 --> 00:37:43.610 You can even in here, just to let you know, 00:37:43.610 --> 00:37:45.930 there is a record screen feature in here. 00:37:45.930 --> 00:37:50.450 If you ever want to use that to record your screen. 00:37:50.450 --> 00:37:53.060 If I didn't already give you enough options, right. 00:37:53.060 --> 00:37:56.607 But what happens is once you make this recording, 00:37:58.236 --> 00:37:59.690 everything that I do so I can go ahead 00:37:59.690 --> 00:38:01.940 and I can open up a pen tool. 00:38:01.940 --> 00:38:05.010 All right, so if you made a little mistake, 00:38:05.010 --> 00:38:07.640 there is a very simple editor here where you can, 00:38:07.640 --> 00:38:09.720 like double, sorry, 00:38:09.720 --> 00:38:11.060 you can double click and you can, 00:38:11.060 --> 00:38:11.980 you know how you can trim 00:38:11.980 --> 00:38:13.470 like the beginning or end of the video. 00:38:13.470 --> 00:38:16.480 You're able to do that here. So I can do that. 00:38:16.480 --> 00:38:21.010 I can confirm. And now, say, you forgot to add a clip. 00:38:21.010 --> 00:38:23.650 You can add more or you want multiple boards. 00:38:23.650 --> 00:38:24.860 You can do that. 00:38:24.860 --> 00:38:29.150 Another way that I really like to use this is to, again, 00:38:29.150 --> 00:38:30.900 just upload a little image. 00:38:30.900 --> 00:38:33.130 So maybe I have an image of a graph 00:38:33.130 --> 00:38:35.840 and then I can just draw on that graph. 00:38:35.840 --> 00:38:38.553 Let me show you how you do that. Add more. 00:38:40.420 --> 00:38:44.280 I can go ahead into my effects and I can use the photo 00:38:44.280 --> 00:38:46.590 and you can go ahead and upload a screenshot, 00:38:46.590 --> 00:38:49.550 maybe from your textbook or whatever it may be. 00:38:49.550 --> 00:38:52.500 And then you would be able to just ink on top of it, 00:38:52.500 --> 00:38:54.310 how you can ink on top of it, again, 00:38:54.310 --> 00:38:57.750 is you just go into these drawing tools right here. 00:38:57.750 --> 00:38:59.730 And that's really, that's really it. 00:38:59.730 --> 00:39:02.270 I won't show you all the fancy frames that you can do 00:39:02.270 --> 00:39:04.770 which the kids love, you know, all that good stuff. 00:39:04.770 --> 00:39:09.280 And then when you're all done, you go to the next, 00:39:09.280 --> 00:39:12.300 next, you can title it if you want, 00:39:12.300 --> 00:39:13.883 you choose a cover photo. 00:39:16.330 --> 00:39:19.023 So let's just choose something from the middle there. 00:39:22.986 --> 00:39:25.317 There we go. Confirm, great image. 00:39:27.960 --> 00:39:30.410 And the beauty of this is it's going to generate a link 00:39:30.410 --> 00:39:31.760 for me right now. 00:39:31.760 --> 00:39:34.060 And that's the link that I share with my students. 00:39:34.060 --> 00:39:36.600 That's it. And now this is a video. 00:39:36.600 --> 00:39:38.750 There's nothing else to do. There's no uploading. 00:39:38.750 --> 00:39:39.970 There's no downloading. 00:39:39.970 --> 00:39:42.300 This is a quick whiteboard style video. 00:39:42.300 --> 00:39:45.453 I guess it's preparing it still. That's it. 00:39:47.100 --> 00:39:50.940 See, it's available already. That's it. 00:39:50.940 --> 00:39:52.880 And now it's actually. 00:39:52.880 --> 00:39:55.650 So I'll just stick with that. 00:39:55.650 --> 00:39:58.340 There's so much more in Flipgrid that you can do, 00:39:58.340 --> 00:40:00.800 but I'll stick with the simple again, 00:40:00.800 --> 00:40:02.360 if I talked about that too quickly, 00:40:02.360 --> 00:40:04.200 and this is an option that you're like, 00:40:04.200 --> 00:40:07.532 Oh this is great, simple, let's get started with that one. 00:40:07.532 --> 00:40:09.420 I have a little video tutorial 00:40:09.420 --> 00:40:11.150 on how to set up your Flipgrid, 00:40:11.150 --> 00:40:13.883 how to get started with that also. 00:40:15.353 --> 00:40:19.010 All right, so I want to leave plenty of time for that Q&A, 00:40:19.010 --> 00:40:21.500 like you said, the last piece, 00:40:21.500 --> 00:40:23.370 which I'm not going to get in today, 00:40:23.370 --> 00:40:25.954 but I just wanted to present is, 00:40:25.954 --> 00:40:28.210 the last piece of like, 00:40:28.210 --> 00:40:31.070 how do we engage our students during class? 00:40:31.070 --> 00:40:35.711 Because this is more like instructional stuff that we do, 00:40:35.711 --> 00:40:39.320 but what do you do during class time to make sure 00:40:39.320 --> 00:40:41.580 that all students are really participating? 00:40:41.580 --> 00:40:45.500 I am really lucky in that I actually have a class set 00:40:45.500 --> 00:40:46.670 of these Wacom tablets. 00:40:46.670 --> 00:40:49.470 So you can see my students writing with the Wacom tablet. 00:40:49.470 --> 00:40:51.950 I pair this up with Pear Deck 00:40:51.950 --> 00:40:55.300 and Pear Deck is a add-on for Google Slides. 00:40:55.300 --> 00:41:00.230 It's also available for, for PowerPoint Online. 00:41:00.230 --> 00:41:03.350 And it allows me to see the work of all different students 00:41:03.350 --> 00:41:06.060 in this dashboard view in real time. 00:41:06.060 --> 00:41:10.460 And this is how I how I was using it now, 00:41:10.460 --> 00:41:12.310 where students don't actually have a tablet. 00:41:12.310 --> 00:41:14.560 I'm just doing the writing with my tablet. 00:41:14.560 --> 00:41:16.710 Students can still like circle an answer 00:41:16.710 --> 00:41:20.220 so I can see if students are all trying. 00:41:20.220 --> 00:41:24.467 If they're all responding, if they're giving it some effort, 00:41:24.467 --> 00:41:29.467 and then I can kind of, you know, write out my reply. 00:41:29.500 --> 00:41:31.620 And so the only reason that I bring this up 00:41:31.620 --> 00:41:33.450 is that we might have an opportunity 00:41:33.450 --> 00:41:35.370 to bring you all another webinar. 00:41:35.370 --> 00:41:37.881 So we just wanted to gauge some interest 00:41:37.881 --> 00:41:41.430 to see if you would be interested in learning more 00:41:41.430 --> 00:41:43.170 about like that class discussion piece, 00:41:43.170 --> 00:41:46.320 learning more specifically about how I use Pear Deck. 00:41:46.320 --> 00:41:47.872 We could probably, 00:41:47.872 --> 00:41:49.448 we could definitely do a whole webinar on that. 00:41:49.448 --> 00:41:53.070 So we're going to do a quick little survey right 00:41:53.070 --> 00:41:57.790 after the session ends to see if that is something 00:41:57.790 --> 00:41:59.373 that you are interested in. 00:42:02.610 --> 00:42:07.240 I'm going to just close with this quote. 00:42:07.240 --> 00:42:09.950 I really believe if we empower students with the resources 00:42:09.950 --> 00:42:12.230 they need and coach them through the process 00:42:12.230 --> 00:42:15.490 of using these tools, then students can take ownership 00:42:15.490 --> 00:42:18.252 for their learning and that's where the real magic happens. 00:42:18.252 --> 00:42:21.180 And so for me, flipping my classroom, 00:42:21.180 --> 00:42:24.300 giving my students all the resources through the video 00:42:24.300 --> 00:42:27.820 that I prepared them with before they even walk into class, 00:42:27.820 --> 00:42:29.690 oh my gosh, it's been so transformational. 00:42:29.690 --> 00:42:31.716 I really didn't even get to talk about my flip classroom, 00:42:31.716 --> 00:42:35.930 kind of how that's transformed my teaching. 00:42:35.930 --> 00:42:39.300 I assign my videos through a tool 00:42:39.300 --> 00:42:41.500 where I can see how students are watching the videos. 00:42:41.500 --> 00:42:43.810 I can embed questions in the videos. 00:42:43.810 --> 00:42:48.310 I come to class prepared because I know what students need 00:42:48.310 --> 00:42:52.200 and that has been really transformational for me. 00:42:52.200 --> 00:42:53.390 But of course the first step 00:42:53.390 --> 00:42:55.150 is knowing how to make the videos. 00:42:55.150 --> 00:42:59.072 So hopefully you got some ideas today 00:42:59.072 --> 00:43:02.222 and we'll have plenty of time for Q&A. 00:43:02.222 --> 00:43:06.930 Of course, I want to share that code for you all 00:43:06.930 --> 00:43:11.593 to get a discount on a Wacom product. 00:43:11.593 --> 00:43:15.680 Thank you again, to Wacom for offering this discount 00:43:15.680 --> 00:43:17.330 for everybody joining today. 00:43:17.330 --> 00:43:20.740 So there are a lot of different products to explore. 00:43:20.740 --> 00:43:23.860 So this link will be dropped into the chat. 00:43:23.860 --> 00:43:26.750 I see Jeremy's already done that. Thank you. 00:43:26.750 --> 00:43:30.740 And you can explore the different devices that are available 00:43:30.740 --> 00:43:35.253 and you would save 10% with the code that's available there. 00:43:37.341 --> 00:43:39.740 All right, should we dig into the Q&A? 00:43:39.740 --> 00:43:40.573 - Let's do it. 00:43:40.573 --> 00:43:42.280 And I'm going to give you a huge shout out, Stacey 00:43:42.280 --> 00:43:43.770 because I know you can't see it 00:43:43.770 --> 00:43:46.310 but there is so much love pouring into the question section 00:43:46.310 --> 00:43:48.301 saying, best professional development ever. 00:43:48.301 --> 00:43:50.020 I've learned more in 40 minutes 00:43:50.878 --> 00:43:52.770 than I learned in life 40 hours of traditional training. 00:43:52.770 --> 00:43:55.460 So thank you for being really, really actionable 00:43:55.460 --> 00:43:58.150 with the kinds of tools that teachers can use tomorrow 00:43:58.150 --> 00:43:59.090 wherever their students are. 00:43:59.090 --> 00:44:01.400 But let's back up one little bit here 00:44:02.656 --> 00:44:03.710 because at the very beginning of this session, 00:44:03.710 --> 00:44:04.980 Michael wants to know, 00:44:04.980 --> 00:44:06.560 what do these tablets even look like? 00:44:06.560 --> 00:44:09.137 Like, what does it look like when a teacher uses it? 00:44:09.137 --> 00:44:10.310 If you don't mind holding up yours, 00:44:10.310 --> 00:44:13.290 just give a sense of how it looks and how it feels. 00:44:13.290 --> 00:44:16.270 - Okay. So this is the one that's really portable. 00:44:16.270 --> 00:44:17.103 This is the Intuos One. 00:44:17.103 --> 00:44:19.619 This is a small Intuos. 00:44:19.619 --> 00:44:20.860 So it's the one that you're seeing like on my screen share 00:44:20.860 --> 00:44:22.844 actually right now, it's a small one, 00:44:22.844 --> 00:44:23.750 the one all the way on the right. 00:44:23.750 --> 00:44:25.520 And so this is the Bluetooth version of it. 00:44:25.520 --> 00:44:26.850 And so literally, you know, 00:44:26.850 --> 00:44:29.240 you just press the button to turn it on and off. 00:44:29.240 --> 00:44:30.700 And it's Bluetooth enabled. 00:44:30.700 --> 00:44:35.140 And when I am using the pen here, 00:44:35.140 --> 00:44:38.840 it works exactly like a huge mouse pad. 00:44:38.840 --> 00:44:41.340 Okay. So you think of this as a mouse pad. 00:44:41.340 --> 00:44:43.850 So like this top left corner corresponds 00:44:43.850 --> 00:44:45.980 to the top left of my screen. 00:44:45.980 --> 00:44:47.890 And this top, the bottom right 00:44:47.890 --> 00:44:49.540 is like the bottom right of my screen. 00:44:49.540 --> 00:44:52.056 So wherever I'm positioning my pen 00:44:52.056 --> 00:44:55.420 is where I'm going to be writing on the screen. 00:44:55.420 --> 00:44:59.810 And so then I have a pen, so it mimics exactly. 00:44:59.810 --> 00:45:01.605 It's like a giant mouse pad, 00:45:01.605 --> 00:45:04.120 and I'm able to write with the pen. 00:45:04.120 --> 00:45:07.860 So that's this style of tablet. I don't see my screen. 00:45:07.860 --> 00:45:09.870 I have to like look up at my screen 00:45:09.870 --> 00:45:11.200 to see where I'm writing. 00:45:11.200 --> 00:45:13.360 So you might be thinking this is so difficult. 00:45:13.360 --> 00:45:16.060 Here's what I found. My students all have one of these. 00:45:16.060 --> 00:45:19.540 I have a classroom set of these. It takes about a month. 00:45:19.540 --> 00:45:21.220 So the first time they use it, 00:45:21.220 --> 00:45:22.680 they're like, what is this thing? 00:45:22.680 --> 00:45:23.900 How am I supposed to write with this? 00:45:23.900 --> 00:45:26.400 It does take about a month to get used to it, 00:45:26.400 --> 00:45:28.580 to get used to like where you're writing on the screen. 00:45:28.580 --> 00:45:30.193 You're not dragging it like a mouse, 00:45:30.193 --> 00:45:33.600 but you're actually just writing on the part of the screen. 00:45:33.600 --> 00:45:37.930 But once you get used to it and you can't see, 00:45:37.930 --> 00:45:40.010 but like there's these little grids on it too. 00:45:40.010 --> 00:45:43.630 So it's easy to like align and write straight. 00:45:43.630 --> 00:45:45.690 It's really helpful to have those little grid lines. 00:45:45.690 --> 00:45:48.870 I use it a lot. There's also little buttons here. 00:45:48.870 --> 00:45:50.270 If like you need to click 00:45:51.423 --> 00:45:53.570 and so use it as like a right click or something. 00:45:53.570 --> 00:45:56.746 So you really can use this to navigate anything 00:45:56.746 --> 00:45:58.560 that you need. 00:45:58.560 --> 00:46:02.010 And then yeah, I found you get used to it in about a month. 00:46:02.010 --> 00:46:04.610 And the writing on this is so wonderful. 00:46:04.610 --> 00:46:06.441 Like this is used by artists. 00:46:06.441 --> 00:46:09.540 So it's way more than I need as a math teacher, 00:46:09.540 --> 00:46:10.690 but it feels wonderful. 00:46:10.690 --> 00:46:12.930 It feels like you're writing on a piece of paper, 00:46:12.930 --> 00:46:14.100 which is what I love. 00:46:14.100 --> 00:46:16.013 And then the other one. 00:46:17.980 --> 00:46:20.330 So what I use more often, especially now, since I'm at home, 00:46:20.330 --> 00:46:22.090 this is the Wacom One. 00:46:22.090 --> 00:46:26.930 So it is like, okay, let's see, much bigger. 00:46:26.930 --> 00:46:29.870 It's 13 inches, okay? 00:46:29.870 --> 00:46:34.060 This one, and this is a pen display style One. 00:46:34.060 --> 00:46:35.680 I don't have it plugged in right now 00:46:35.680 --> 00:46:37.390 because I just didn't want to, like, 00:46:37.390 --> 00:46:41.040 I was afraid with all these people on that I was going, 00:46:41.040 --> 00:46:42.650 my internet would lag or something 00:46:42.650 --> 00:46:44.829 when I had too many screens plugged in, 00:46:44.829 --> 00:46:45.662 and I have so many things plugged into 00:46:45.662 --> 00:46:47.423 my computer right now. 00:46:47.423 --> 00:46:48.256 So that's why I don't have it on, 00:46:48.256 --> 00:46:49.440 but pretty much I keep this thing on, 00:46:49.440 --> 00:46:52.130 plugged in all the time into my computer. 00:46:52.130 --> 00:46:56.620 So again, you plug it in with a USB into your computer. 00:46:56.620 --> 00:46:57.870 So you plug it in with the USB. 00:46:57.870 --> 00:47:00.640 You also do have to power this one into a wall. 00:47:00.640 --> 00:47:02.110 So that's just something to know. 00:47:02.110 --> 00:47:03.590 But if you're making videos, 00:47:03.590 --> 00:47:06.930 so you can see like kind of on my screen here, 00:47:06.930 --> 00:47:09.930 this would be the image, it's mirroring your screen. 00:47:09.930 --> 00:47:12.310 It's just like, if you're in a classroom 00:47:12.310 --> 00:47:14.160 and you have a projector. 00:47:14.160 --> 00:47:17.000 You know how it mirrors exactly what's on your screen? 00:47:17.000 --> 00:47:18.330 That's exactly how this works. 00:47:18.330 --> 00:47:20.960 So it is like a second display, 00:47:20.960 --> 00:47:23.540 and you're able to see what you're writing on. 00:47:23.540 --> 00:47:25.970 So it feels a lot more comfortable. 00:47:25.970 --> 00:47:28.363 I mean, I definitely like my Wacom One, 00:47:28.363 --> 00:47:31.425 what I use more often. 00:47:31.425 --> 00:47:34.110 It's totally what I use for, all right. 00:47:34.110 --> 00:47:36.270 So I use it for making my videos. 00:47:36.270 --> 00:47:38.320 I also use it for grading student work. 00:47:38.320 --> 00:47:40.630 So grading student work, I actually use Kami. 00:47:40.630 --> 00:47:43.110 Students just turn in a PDF. 00:47:43.110 --> 00:47:45.660 I open it. I open up the PDF in Kami. 00:47:45.660 --> 00:47:47.800 And I'm able to hand write all over it. 00:47:47.800 --> 00:47:50.020 I'm also able to leave video comments 00:47:50.020 --> 00:47:51.730 and able to leave voice comments 00:47:51.730 --> 00:47:54.193 because we have a paid subscription to Kami. 00:47:55.150 --> 00:47:56.450 It's a huge tool. 00:47:56.450 --> 00:47:57.880 If your school already has it 00:47:57.880 --> 00:47:59.730 and you haven't explored it yet, 00:47:59.730 --> 00:48:01.840 I really recommend checking it out. 00:48:01.840 --> 00:48:02.850 If you have any questions, 00:48:02.850 --> 00:48:06.380 I have like a video library on Kami itself, 00:48:06.380 --> 00:48:08.500 but I use it for that. 00:48:08.500 --> 00:48:10.320 I use it for lesson planning 00:48:10.320 --> 00:48:14.920 and I use it as like my daily like notes 00:48:14.920 --> 00:48:18.610 because I can just mind map whatever I want to do. 00:48:18.610 --> 00:48:20.750 And I'm using my Wacom One for that 00:48:20.750 --> 00:48:23.800 because I'm plugged in pretty much all the time right now. 00:48:23.800 --> 00:48:26.330 So I hope that helps. 00:48:26.330 --> 00:48:27.163 - Oh, that's great. 00:48:27.163 --> 00:48:29.180 And so, you know, the next obvious follow up question 00:48:29.180 --> 00:48:31.170 is like, Hey, this looks amazing, 00:48:31.170 --> 00:48:34.100 but Max Sellers want to know, does it work with my platform, 00:48:34.100 --> 00:48:36.820 with my tools, in general, are these compatible 00:48:36.820 --> 00:48:38.360 with like Macs, PCs, Chromebooks? 00:48:38.360 --> 00:48:40.090 Do you know about that? 00:48:40.090 --> 00:48:41.070 - Yeah. Great question. 00:48:41.070 --> 00:48:43.957 It is compatible with Macs and PCs. 00:48:43.957 --> 00:48:47.183 It is not compatible with Chromebooks. 00:48:48.120 --> 00:48:49.280 - Okay. Got it. 00:48:49.280 --> 00:48:51.630 And then you were showing us so many of these applications, 00:48:51.630 --> 00:48:53.700 whether it was Jamboard or Kami. 00:48:53.700 --> 00:48:56.320 I assume pretty much anything where you're on a Mac and a PC 00:48:56.320 --> 00:48:58.305 and you have a document that you're interacting with. 00:48:58.305 --> 00:48:59.910 You can use the tablet on it. 00:48:59.910 --> 00:49:01.032 Is that right? 00:49:01.032 --> 00:49:05.600 - Yeah. So again, any of these Wacom devices. 00:49:05.600 --> 00:49:07.620 Think of it as like how you're, 00:49:07.620 --> 00:49:10.660 if your mouse currently works with the program 00:49:10.660 --> 00:49:13.569 and you're able to currently like press the pen tool 00:49:13.569 --> 00:49:15.033 and draw with a mouse 00:49:15.033 --> 00:49:17.430 and you know the unpleasant experience 00:49:17.430 --> 00:49:20.790 of trying to do that, then with the Wacom, 00:49:20.790 --> 00:49:23.200 you just literally now have a pen 00:49:23.200 --> 00:49:26.887 that you're writing, like you are writing on the screen. 00:49:26.887 --> 00:49:29.380 So think of it as your mouse pad with a pen. 00:49:29.380 --> 00:49:30.850 - Cool, cool. That's really helpful. 00:49:30.850 --> 00:49:33.186 And then I think the elephant in the room question 00:49:33.186 --> 00:49:34.900 comes from Janette, who says, 00:49:34.900 --> 00:49:38.970 Hey, I want one of these so bad, but how do I afford it? 00:49:38.970 --> 00:49:41.110 Have you heard about teachers using Donors Choose 00:49:41.110 --> 00:49:43.580 or other platforms to make this more available 00:49:43.580 --> 00:49:44.530 to their classroom? 00:49:45.370 --> 00:49:48.920 - Yeah. I mean, definitely people have, 00:49:48.920 --> 00:49:51.506 people have asked their schools too. 00:49:51.506 --> 00:49:55.033 I know a lot of schools are providing them this year. 00:49:56.040 --> 00:49:59.850 So, again, if you wanted to ask 00:49:59.850 --> 00:50:04.270 for the most affordable option, the Wacom Intuos line 00:50:04.270 --> 00:50:08.280 would be the one that I would go for there. 00:50:08.280 --> 00:50:10.360 And honestly, I would ask for the Bluetooth one 00:50:10.360 --> 00:50:13.140 because it's only like $10 more for the Bluetooth 00:50:13.140 --> 00:50:14.560 versus the wired one. 00:50:14.560 --> 00:50:16.530 And it's something, this is my thing. 00:50:16.530 --> 00:50:18.060 And I've talked to some teachers about this 00:50:18.060 --> 00:50:20.060 who want to ask their school about it. 00:50:20.060 --> 00:50:24.150 This is not a device that we are using just now 00:50:24.150 --> 00:50:25.513 because of remote learning. 00:50:27.370 --> 00:50:30.850 I've been using these devices for years and years and years. 00:50:30.850 --> 00:50:33.310 This is a device that's going to amp up 00:50:33.310 --> 00:50:35.560 our classroom in all different ways. 00:50:35.560 --> 00:50:37.020 There's so many ways we can use it. 00:50:37.020 --> 00:50:38.410 We can use it in class. 00:50:38.410 --> 00:50:41.730 We can use it before class to, you know, 00:50:41.730 --> 00:50:43.830 make our flip classroom lead videos. 00:50:43.830 --> 00:50:47.670 We can also use it post-class to grade student work, 00:50:47.670 --> 00:50:50.166 to make everything be in one space for students. 00:50:50.166 --> 00:50:54.440 There's also a lot of benefit to having all of this saved 00:50:54.440 --> 00:50:58.290 for students in their Google Drive or whatever it may be 00:50:58.290 --> 00:51:01.910 because don't forget if you are making this digital work, 00:51:01.910 --> 00:51:04.290 and you're saving it for them in a digital way, 00:51:04.290 --> 00:51:05.950 giving them that digital feedback. 00:51:05.950 --> 00:51:08.040 Now it becomes searchable. 00:51:08.040 --> 00:51:10.490 So that's something else that's really powerful. 00:51:10.490 --> 00:51:13.080 So again, I've talked a little bit about Kami today, 00:51:13.080 --> 00:51:15.360 but Kami is what I use. 00:51:15.360 --> 00:51:17.470 And I grade the student work in that too. 00:51:17.470 --> 00:51:20.870 And this has OCR, optical character recognition. 00:51:20.870 --> 00:51:23.910 And that means that anything that's on here, 00:51:23.910 --> 00:51:28.000 even like hand written stuff becomes searchable, 00:51:28.000 --> 00:51:29.420 super powerful there. 00:51:29.420 --> 00:51:32.240 So that's what I would say is like, 00:51:32.240 --> 00:51:34.626 this is not something that we're going to 00:51:34.626 --> 00:51:36.130 just be using this year, not to mention. 00:51:36.130 --> 00:51:39.000 So I showed you some of the newer Wacom products right now, 00:51:39.000 --> 00:51:41.350 but I'm being completely honest here. 00:51:41.350 --> 00:51:42.210 I'm not just saying this because 00:51:42.210 --> 00:51:44.080 you know Wacom's here with me, 00:51:44.080 --> 00:51:46.410 but the class set of tablets that I showed you, 00:51:46.410 --> 00:51:48.420 like this class set here, 00:51:48.420 --> 00:51:50.040 you can see that this tablet looks different 00:51:50.040 --> 00:51:50.873 than the one I showed you. 00:51:50.873 --> 00:51:53.140 That's because this is an older version. 00:51:53.140 --> 00:51:57.170 I got this class that in 2013. It is still going strong. 00:51:57.170 --> 00:52:01.260 I'm still using the same class set of tablets since 2013. 00:52:01.260 --> 00:52:04.860 Like what other technology are you using seven years later? 00:52:04.860 --> 00:52:09.079 And it works just as well as it worked on day one. 00:52:09.079 --> 00:52:11.200 And that's the, I think the power of these things 00:52:11.200 --> 00:52:14.300 is because like it's not tied to an operating system 00:52:14.300 --> 00:52:15.483 or anything like that. 00:52:16.573 --> 00:52:18.338 You just plug it in to your computer 00:52:18.338 --> 00:52:21.270 and you know, like worst case scenario. 00:52:21.270 --> 00:52:24.720 Now the USB doesn't plug in and I need a USBC adapter. 00:52:24.720 --> 00:52:26.710 Like that's really the only difference, 00:52:26.710 --> 00:52:28.440 but they have true staying power. 00:52:28.440 --> 00:52:30.503 These things are built to last. 00:52:31.777 --> 00:52:35.900 And so it's going to be to me an investment for, 00:52:35.900 --> 00:52:37.660 if you're making an argument to your school 00:52:37.660 --> 00:52:39.930 it's an investment for your school. 00:52:39.930 --> 00:52:40.930 - Very cool. 00:52:40.930 --> 00:52:42.250 Well, speaking of staying power, 00:52:42.250 --> 00:52:44.073 I'm thinking so many questions about battery life 00:52:44.073 --> 00:52:46.110 because I think here in 2020, 00:52:46.110 --> 00:52:48.320 our phones are dying, our iPods are dying. 00:52:48.320 --> 00:52:52.110 We can't even get enough chargers to plug everything in. 00:52:52.110 --> 00:52:54.110 What's the battery life on these things? 00:52:55.590 --> 00:52:57.640 - I don't know what the battery life is 00:52:57.640 --> 00:53:00.490 on the Bluetooth one. 00:53:00.490 --> 00:53:04.250 It lasts a really long time. I mean, I really don't know. 00:53:04.250 --> 00:53:06.210 I just plug it in occasionally. 00:53:06.210 --> 00:53:10.250 It's not like it's not going to run out during my class day. 00:53:10.250 --> 00:53:12.590 It also doesn't stay on the whole time. 00:53:12.590 --> 00:53:14.570 So I don't worry about that. 00:53:14.570 --> 00:53:17.654 The Wacom One has to be plugged into the wall all the time. 00:53:17.654 --> 00:53:19.730 So there's that. 00:53:19.730 --> 00:53:21.550 And then the class set that I have 00:53:21.550 --> 00:53:24.630 is the one where they plug it in. 00:53:24.630 --> 00:53:27.000 So I've never run into that before 00:53:27.000 --> 00:53:29.340 because it doesn't, there's no battery. 00:53:29.340 --> 00:53:32.200 So I don't know the exact specs 00:53:32.200 --> 00:53:34.350 on how long the battery lasts. 00:53:34.350 --> 00:53:35.183 - Very cool. 00:53:36.897 --> 00:53:37.970 I see a lot of questions coming in 00:53:37.970 --> 00:53:40.170 about like using this for specific use cases. 00:53:40.170 --> 00:53:43.030 I know you're a math teacher, but you know, 00:53:43.030 --> 00:53:44.700 if you were imagining a teacher, 00:53:44.700 --> 00:53:47.520 especially in a special ed special education environment, 00:53:47.520 --> 00:53:49.730 who wants to use it to really energize their students 00:53:49.730 --> 00:53:51.420 during this very difficult time, 00:53:51.420 --> 00:53:52.975 are there any tips you might recommend 00:53:52.975 --> 00:53:55.870 to really use this to engage and harness 00:53:55.870 --> 00:53:57.520 the creativity of their students? 00:53:58.630 --> 00:54:01.210 - Yeah. Okay. 00:54:01.210 --> 00:54:04.150 So, I guess the first thing that I really believe in, 00:54:04.150 --> 00:54:06.490 I really do believe in the power of handwriting, 00:54:06.490 --> 00:54:08.920 both for students and for us as teachers. 00:54:08.920 --> 00:54:11.650 So for example, when I make my flip classroom videos, 00:54:11.650 --> 00:54:14.490 I'm always writing, as I'm talking. 00:54:14.490 --> 00:54:16.250 I've seen some people, 00:54:16.250 --> 00:54:17.980 they feel like their videos look a little bit 00:54:17.980 --> 00:54:19.650 more professional when they write it all out 00:54:19.650 --> 00:54:22.050 ahead of time because their handwriting looks neater. 00:54:22.050 --> 00:54:23.760 Like they're kind of scripting it. 00:54:23.760 --> 00:54:26.700 They're able to write and then talk. 00:54:26.700 --> 00:54:30.610 For me, students follow as I'm writing. 00:54:30.610 --> 00:54:34.540 So I like to write and talk because they're doing the same 00:54:34.540 --> 00:54:36.590 and I want them to be taking notes 00:54:36.590 --> 00:54:39.180 and they're able to kind of see how I'm working through 00:54:39.180 --> 00:54:40.500 the flow of that problem. 00:54:40.500 --> 00:54:42.410 So I think there's huge power 00:54:42.410 --> 00:54:45.060 in being able to write and talk. 00:54:45.060 --> 00:54:47.970 So like, to me, a lot of times 00:54:47.970 --> 00:54:51.976 I think that making a lesson where I kind of have maybe, 00:54:51.976 --> 00:54:55.259 even I'm just using the Jamboard very simply 00:54:55.259 --> 00:54:58.850 and I have a little bit of bullet points, 00:54:58.850 --> 00:55:01.200 but then I'm writing as I'm talking. 00:55:01.200 --> 00:55:03.250 I'm writing out some bullet points there. 00:55:03.250 --> 00:55:04.960 I think it's more engaging 00:55:04.960 --> 00:55:08.300 because students are seeing something on the screen 00:55:08.300 --> 00:55:11.954 versus just the flat text. 00:55:11.954 --> 00:55:13.410 Do you know what I mean? 00:55:13.410 --> 00:55:17.791 And even if you just draw little images as you're going, 00:55:17.791 --> 00:55:20.580 that can be really powerful too. 00:55:20.580 --> 00:55:25.400 So I think it's auto sketch that it's like, 00:55:25.400 --> 00:55:26.270 is that what it's called? 00:55:26.270 --> 00:55:29.730 I really liked that, auto draw, that's what it's called. 00:55:29.730 --> 00:55:31.740 Obviously it's saved to my thing 00:55:31.740 --> 00:55:35.400 because like you can be sketching as you're doing class. 00:55:35.400 --> 00:55:37.090 I don't use it in my math class 00:55:37.090 --> 00:55:39.500 but it recognizes what you're doing. 00:55:39.500 --> 00:55:42.703 So like if I start drawing something, 00:55:45.220 --> 00:55:46.510 it will recognize it, 00:55:46.510 --> 00:55:49.860 so I can have terrible drawing and be like, Oh yeah, 00:55:49.860 --> 00:55:53.850 I was trying to draw a van and so, you know, again, 00:55:53.850 --> 00:55:57.280 so it can just be like the power of having some visuals. 00:55:57.280 --> 00:55:59.170 The students can see that 00:55:59.170 --> 00:56:03.743 and maybe you could allow them to, you know, 00:56:04.738 --> 00:56:06.010 you could pass a tablet around 00:56:06.973 --> 00:56:07.806 and allow them to sketch notes. 00:56:07.806 --> 00:56:10.230 I think that's something else that can be really powerful. 00:56:10.230 --> 00:56:14.290 Having students summarize what they're learning 00:56:14.290 --> 00:56:17.970 through sketches and little annotations. 00:56:17.970 --> 00:56:22.500 So again, you could have them here drawing, 00:56:22.500 --> 00:56:25.600 and then also they can use just the regular draw tool here 00:56:25.600 --> 00:56:27.230 and they can actually hand write there. 00:56:27.230 --> 00:56:28.660 That wouldn't be auto recognized. 00:56:28.660 --> 00:56:31.384 This magical one is the one that's going to auto recognize 00:56:31.384 --> 00:56:32.780 whatever you're writing. 00:56:32.780 --> 00:56:37.780 So yeah, that could be just a simple, really powerful tool. 00:56:37.970 --> 00:56:39.810 - Yeah. I think that's powerful for every student. 00:56:39.810 --> 00:56:41.972 Like, especially in this moment, we're all apart, 00:56:41.972 --> 00:56:45.310 to bring more visuals, more sort of eye catching moments 00:56:45.310 --> 00:56:47.475 into our teaching is so powerful. 00:56:47.475 --> 00:56:49.410 What about for younger students? 00:56:49.410 --> 00:56:52.400 Again, I know that you teach older students in your day job 00:56:52.400 --> 00:56:54.810 but have you heard about teachers using this successfully 00:56:54.810 --> 00:56:55.990 with younger students, 00:56:55.990 --> 00:56:57.920 especially if you're giving them the tablets 00:56:57.920 --> 00:57:01.270 and asking them to input their own handwriting? 00:57:01.270 --> 00:57:05.340 - Yeah, so I'm lucky I work at a K-12 school, 00:57:05.340 --> 00:57:09.534 so I get to see the younger kids in our lower school grades. 00:57:09.534 --> 00:57:12.420 All of our students are actually using Seesaw. 00:57:12.420 --> 00:57:14.497 So if your school is using Seesaw, 00:57:14.497 --> 00:57:16.400 it's already built in there, 00:57:16.400 --> 00:57:17.830 that they're able to draw on anything, 00:57:17.830 --> 00:57:20.720 they're able to actually draw and record at the same time. 00:57:20.720 --> 00:57:22.970 So they can talk out their math thinking 00:57:22.970 --> 00:57:25.360 or whatever thinking that they are doing. 00:57:25.360 --> 00:57:27.360 And if you're able to pass out the tablet, 00:57:27.360 --> 00:57:29.892 then they can really practice the writing also, 00:57:29.892 --> 00:57:33.220 which can be, you know, super powerful. 00:57:33.220 --> 00:57:35.134 For our youngest students, they do, 00:57:35.134 --> 00:57:38.833 I will say that they do very well with just using a mouse. 00:57:38.833 --> 00:57:42.700 And usually what they're drawing is rather simple. 00:57:42.700 --> 00:57:44.350 So maybe they're drawing some shapes 00:57:44.350 --> 00:57:47.493 or you're trying to help them like learn about counting. 00:57:47.493 --> 00:57:51.423 And that's one of the most difficult things right now. 00:57:52.430 --> 00:57:54.800 I also have a niece that's six years old 00:57:54.800 --> 00:57:56.360 and she's also using Seesaw. 00:57:56.360 --> 00:57:58.640 And sometimes we get on the video and we'd do it together. 00:57:58.640 --> 00:58:01.310 And it's like, she's trying to add the numbers 00:58:01.310 --> 00:58:02.990 and she's doing really well with it, 00:58:02.990 --> 00:58:04.980 but sometimes she just needs those visuals. 00:58:04.980 --> 00:58:07.730 So we're able to either draw them out. 00:58:07.730 --> 00:58:10.840 Sometimes I tell my sister to go get her some crackers 00:58:10.840 --> 00:58:14.250 so that she can pull those up too. 00:58:14.250 --> 00:58:16.370 And, but, you know, you could even take a picture 00:58:16.370 --> 00:58:20.470 of some of those, pull them into Seesaw or whatever it is, 00:58:20.470 --> 00:58:23.617 and then use the pen to cross things out too. 00:58:23.617 --> 00:58:25.560 I think that's the power, 00:58:25.560 --> 00:58:28.830 like starting to verbalize your thinking process. 00:58:28.830 --> 00:58:31.500 So whether that's a student or you as the teacher 00:58:31.500 --> 00:58:35.430 who has a device and you're able to really make it visual 00:58:35.430 --> 00:58:37.960 to students what's going on. 00:58:37.960 --> 00:58:40.710 And again, not just like a PowerPoint presentation, 00:58:40.710 --> 00:58:42.690 with some fancy animations, 00:58:42.690 --> 00:58:44.810 I personally just find those harder to follow. 00:58:44.810 --> 00:58:47.113 I need to see the writing, the flow. 00:58:48.470 --> 00:58:50.423 I also need to be doing the writing, 00:58:51.270 --> 00:58:53.360 that to me, like I cannot, 00:58:53.360 --> 00:58:55.750 I don't know about other math teachers. 00:58:55.750 --> 00:58:58.590 I cannot like type a math solution. 00:58:58.590 --> 00:59:01.670 Like when I'm doing my solutions, I have to hand write it. 00:59:01.670 --> 00:59:03.210 Maybe I'll type it up afterwards, 00:59:03.210 --> 00:59:04.983 but I can't think like that. 00:59:06.190 --> 00:59:07.960 - There's something about, like, the sketching, 00:59:07.960 --> 00:59:09.760 the doodling that actually unlocks your brain 00:59:09.760 --> 00:59:10.723 in a powerful way. 00:59:11.570 --> 00:59:14.720 - Yeah. I also don't think completely linearly. 00:59:14.720 --> 00:59:15.910 I think that's it too. 00:59:15.910 --> 00:59:18.716 Like with all these white boarding apps, 00:59:18.716 --> 00:59:21.500 we can be writing in different spaces on the screen 00:59:21.500 --> 00:59:23.980 and it doesn't have to be so linear. 00:59:23.980 --> 00:59:27.440 So we really can map information together 00:59:27.440 --> 00:59:29.420 and help our students understand 00:59:29.420 --> 00:59:31.440 how all this stuff webs together. 00:59:31.440 --> 00:59:33.590 I think that's why I liked the AWW app 00:59:33.590 --> 00:59:35.740 that I showed you too, because you can have, like, 00:59:35.740 --> 00:59:38.500 you can be writing here and here and here and here 00:59:38.500 --> 00:59:42.330 and then you can zoom out and see that web all come together 00:59:42.330 --> 00:59:44.220 and make those connections. 00:59:44.220 --> 00:59:46.370 - Very cool, well, speaking of making connections 00:59:46.370 --> 00:59:48.840 you've connected so many educators across the country 00:59:48.840 --> 00:59:51.380 tonight, Stacey, to each other, 00:59:51.380 --> 00:59:53.517 to awesome opportunities in their classrooms. 00:59:53.517 --> 00:59:56.779 So I have to thank you so much on behalf of this audience. 00:59:56.779 --> 00:59:59.620 That being said, any final words of wisdom 00:59:59.620 --> 01:00:01.450 as folks get ready for the end of the year 01:00:01.450 --> 01:00:03.630 and the start of a new one? 01:00:03.630 --> 01:00:05.083 - Oh my gosh. Right. 01:00:06.580 --> 01:00:08.490 First, I just want to say thank you to everybody 01:00:08.490 --> 01:00:12.020 who is on this call today because I know how much 01:00:12.020 --> 01:00:13.800 everybody's already doing right now. 01:00:13.800 --> 01:00:15.860 And then taking the time out this evening 01:00:15.860 --> 01:00:19.090 to just further grow as an educator. 01:00:19.090 --> 01:00:21.560 I mean, this is why I love teachers. 01:00:21.560 --> 01:00:23.490 When I first started teaching, I was like, 01:00:23.490 --> 01:00:24.850 I know I'm in the right profession 01:00:24.850 --> 01:00:27.440 as soon as I saw how generous educators are 01:00:27.440 --> 01:00:30.764 and just like that love of learning. 01:00:30.764 --> 01:00:32.930 So I really appreciate you being here, 01:00:32.930 --> 01:00:36.730 and everything that, you know, you all are doing right now 01:00:36.730 --> 01:00:39.986 in the classroom and trying to make it all work. 01:00:39.986 --> 01:00:44.986 If I can help in any way, please do reach out again. 01:00:45.270 --> 01:00:49.750 My information is here. Contact information is on my blog. 01:00:49.750 --> 01:00:52.660 Also, if you are on Twitter, I'm very active on Twitter 01:00:52.660 --> 01:00:54.960 and you can go ahead and leave me a message. 01:00:54.960 --> 01:00:57.540 And I will definitely respond back to you. 01:00:57.540 --> 01:01:02.520 If you click on any of the videos that I shared today, again 01:01:02.520 --> 01:01:05.170 they're also in the PDF that you can take home later. 01:01:05.170 --> 01:01:07.960 If you watch some of those videos that I have on YouTube, 01:01:07.960 --> 01:01:10.070 and you have a question, 01:01:10.070 --> 01:01:12.170 please just put it in the comments on YouTube. 01:01:12.170 --> 01:01:15.760 I definitely get to all of my YouTube comments. 01:01:15.760 --> 01:01:18.530 So that's sometimes the easiest way, you know, 01:01:18.530 --> 01:01:20.300 you were watching it and you're like, well, 01:01:20.300 --> 01:01:21.623 what do I do here? 01:01:22.620 --> 01:01:23.510 Just let me know. 01:01:23.510 --> 01:01:26.580 Because as I said, I just wish that I could have come 01:01:26.580 --> 01:01:27.890 to this today and said like, 01:01:27.890 --> 01:01:30.077 these are the three apps that you need, 01:01:30.077 --> 01:01:32.776 but that wouldn't be me being real. 01:01:32.776 --> 01:01:36.510 Me being real is trying to find what you're doing 01:01:36.510 --> 01:01:39.210 at your school already and offering a solution 01:01:39.210 --> 01:01:41.770 that's going to work well for you and your students, 01:01:41.770 --> 01:01:43.620 even though I might have a favorite one, 01:01:43.620 --> 01:01:46.960 that might not be what's best for you and your setting. 01:01:46.960 --> 01:01:50.975 So I hope that the variety of tools kind of got you thinking 01:01:50.975 --> 01:01:54.760 and then you will be able to click on one of them, 01:01:54.760 --> 01:01:56.150 zone in on that. 01:01:56.150 --> 01:01:58.693 And as you do and as questions come up, 01:01:58.693 --> 01:02:03.003 please do reach out and I'll do my best to answer. 01:02:03.860 --> 01:02:05.420 - Cool. Thank you so much, Stacey. 01:02:05.420 --> 01:02:07.640 And thank you again to everyone for joining tonight. 01:02:07.640 --> 01:02:10.840 Just as a quick recap, you will get an email 01:02:10.840 --> 01:02:13.719 with a recording of the session, as well as Stacey's PDF. 01:02:13.719 --> 01:02:17.121 You'll get a link to that generous discount offered by Wacom 01:02:17.121 --> 01:02:19.990 and everyone who joined will automatically 01:02:19.990 --> 01:02:23.430 be entered into a drawing for one of five Wacom tablets. 01:02:23.430 --> 01:02:25.860 And we'll notify those winners shortly. 01:02:25.860 --> 01:02:27.900 In the meantime, thank you as Stacey said, 01:02:27.900 --> 01:02:29.390 for all that you do. 01:02:29.390 --> 01:02:31.177 We wish you a tremendous conclusion to the year 01:02:31.177 --> 01:02:33.420 and a great start to 2021. 01:02:33.420 --> 01:02:35.160 And we can't wait to see all the incredible things 01:02:35.160 --> 01:02:37.560 you do next based on some of these awesome tips. 01:02:37.560 --> 01:02:39.710 Thank you so much, Stacey, and good night, everyone. 01:02:39.710 --> 01:02:41.133 - Thank you. Bye.
3 Mindfulness Exercises to Inspire You + Your Students
https://www.youtube.com/watch?v=4PXlyPY6Uzg
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WEBVTT Kind: captions Language: en 00:00:03.010 --> 00:00:03.843 - Hey everyone. 00:00:03.843 --> 00:00:06.020 This is Jeremy Schifeling with Khan Academy. 00:00:06.020 --> 00:00:08.230 Thank you so much for joining us today. 00:00:08.230 --> 00:00:12.490 I'm super excited for a really action packed session today, 00:00:12.490 --> 00:00:14.194 and I think this is a very timely session as well 00:00:14.194 --> 00:00:17.370 as we head into the last month of an incredibly tough year. 00:00:17.370 --> 00:00:21.210 I think one of the things that 2020 has taught us is, 00:00:21.210 --> 00:00:23.770 even in this moment of social isolation, 00:00:23.770 --> 00:00:24.840 how much we need each other, 00:00:24.840 --> 00:00:28.050 how much we need partners and collaborators in our lives. 00:00:28.050 --> 00:00:30.090 And that's why I'm so grateful in this moment 00:00:30.090 --> 00:00:32.820 of gratitude for our partners at Headspace, 00:00:32.820 --> 00:00:35.210 because as much as we at Khan Academy love 00:00:35.210 --> 00:00:39.440 to focus on academics and Scholastic development. 00:00:39.440 --> 00:00:41.220 We also know this year is about that more 00:00:41.220 --> 00:00:43.700 holistic idea of serving your students. 00:00:43.700 --> 00:00:45.720 How do you make sure that their social 00:00:45.720 --> 00:00:46.900 and emotional needs are met, 00:00:46.900 --> 00:00:48.920 as well as your own as educators? 00:00:48.920 --> 00:00:51.160 And so that's why I'm thrilled to introduce you 00:00:51.160 --> 00:00:54.010 to two rockstar presenters from Headspace. 00:00:54.010 --> 00:00:55.490 First, we have Sam Snowden, 00:00:55.490 --> 00:00:58.160 who is a mindfulness facilitator who specializes 00:00:58.160 --> 00:01:00.250 in supporting students and teachers, 00:01:00.250 --> 00:01:01.640 so has worked with tons of folks 00:01:01.640 --> 00:01:04.740 exactly like yourselves for years at this point, 00:01:04.740 --> 00:01:06.930 and has actually worked directly with elementary schools, 00:01:06.930 --> 00:01:09.770 with principals, with educators across the world. 00:01:09.770 --> 00:01:11.910 And she's joined by Alice Nathoo, 00:01:11.910 --> 00:01:14.190 who's the head of social impact at Headspace. 00:01:14.190 --> 00:01:16.810 And what she does there is a larger portfolio 00:01:16.810 --> 00:01:19.450 that also includes Headspace for Educators, 00:01:19.450 --> 00:01:20.870 which is an amazing program if you 00:01:20.870 --> 00:01:22.270 haven't checked it out already, 00:01:22.270 --> 00:01:23.340 which basically gets you all 00:01:23.340 --> 00:01:25.330 the power of Headspace for free, 00:01:25.330 --> 00:01:27.720 just for doing the great work that you do as an educator. 00:01:27.720 --> 00:01:30.340 And Alice will share more about that in a little bit. 00:01:30.340 --> 00:01:32.010 In the meantime, before we dive in, 00:01:32.010 --> 00:01:33.890 I want to answer sort of three housekeeping 00:01:33.890 --> 00:01:35.710 questions that typically come up. 00:01:35.710 --> 00:01:38.130 Number one, in true webinar fashion, 00:01:38.130 --> 00:01:39.750 yes, the session will be recorded, 00:01:39.750 --> 00:01:41.580 and you will get a copy of it automatically 00:01:41.580 --> 00:01:44.330 in your inbox right after the session. 00:01:44.330 --> 00:01:47.080 Number two, as educators ourselves, 00:01:47.080 --> 00:01:48.720 we want to make this super interactive. 00:01:48.720 --> 00:01:51.800 So ask questions at any point using the questions tab 00:01:51.800 --> 00:01:53.650 on your go to webinar control panel, 00:01:53.650 --> 00:01:55.800 and also join lots of our pop quizzes 00:01:55.800 --> 00:01:57.930 that Sam will be sending your way throughout. 00:01:57.930 --> 00:01:59.140 And then third and finally, 00:01:59.140 --> 00:02:00.500 I know a lot of you were interested 00:02:00.500 --> 00:02:02.290 in the Headspace swag bag, 00:02:02.290 --> 00:02:04.500 so free access to the Headspace platform 00:02:04.500 --> 00:02:05.890 for friends and family, 00:02:05.890 --> 00:02:08.970 as well as a copy of their best-selling book on mindfulness. 00:02:08.970 --> 00:02:11.110 Just for being here live with us today, 00:02:11.110 --> 00:02:13.110 you're automatically entered into a drawing 00:02:13.110 --> 00:02:15.060 for one of those five swag bags, 00:02:15.060 --> 00:02:16.702 and we will notify you after the session 00:02:16.702 --> 00:02:18.990 if you're one of those lucky winners. 00:02:18.990 --> 00:02:20.220 So that being said, 00:02:20.220 --> 00:02:21.745 thank you all again for making time 00:02:21.745 --> 00:02:24.220 and investing in today's session with us. 00:02:24.220 --> 00:02:25.053 And with that being said, 00:02:25.053 --> 00:02:27.612 I want to turn it over to Sam and Alice 00:02:27.612 --> 00:02:29.770 - Well, what an introduction. 00:02:29.770 --> 00:02:31.399 Thank you so much, Jeremy. 00:02:31.399 --> 00:02:34.470 And thank you Khan Academy, you know, 00:02:34.470 --> 00:02:36.960 for this opportunity to talk to you all. 00:02:36.960 --> 00:02:38.376 Hello, welcome, 00:02:38.376 --> 00:02:42.589 congratulations for making this time for yourself. 00:02:42.589 --> 00:02:45.216 As Jeremy said, I'm Alice Nathoo, 00:02:45.216 --> 00:02:48.230 and I run Headspace for Educators. 00:02:48.230 --> 00:02:49.460 As a parent, you know, 00:02:49.460 --> 00:02:51.470 this has been such a hard year, 00:02:51.470 --> 00:02:54.430 and I can only imagine for you all as educators, 00:02:54.430 --> 00:02:56.890 renewed respect for the jobs that you do. 00:02:56.890 --> 00:02:57.960 The incredible job you do, 00:02:57.960 --> 00:03:01.733 and how challenging it's been this year for you, I'm sure. 00:03:01.733 --> 00:03:05.743 So I'm really excited to introduce Sam. 00:03:06.850 --> 00:03:08.537 I have to say my meetings with Sam 00:03:08.537 --> 00:03:09.900 are my favorite part of the day. 00:03:09.900 --> 00:03:10.733 There's just something about her 00:03:10.733 --> 00:03:13.223 that just is instantly relaxing. 00:03:14.510 --> 00:03:16.340 So I'm so excited we get to spend 00:03:16.340 --> 00:03:18.390 this half an hour together. 00:03:18.390 --> 00:03:19.970 But first, we thought we'd just, 00:03:19.970 --> 00:03:21.350 before I sort of introduce Sam, 00:03:21.350 --> 00:03:22.410 just to give you a little idea 00:03:22.410 --> 00:03:24.260 of what we're going to cover today. 00:03:24.260 --> 00:03:26.810 As Jeremy said, we want this to be really practical. 00:03:26.810 --> 00:03:29.700 I mean, what we say at Headspace is meditation made simple, 00:03:29.700 --> 00:03:32.210 and that's what we thought about for today. 00:03:32.210 --> 00:03:34.230 What are some simple exercises for you 00:03:34.230 --> 00:03:37.510 to use for yourself and for your students? 00:03:37.510 --> 00:03:40.870 So Sam's going to talk a bit about what mindfulness is. 00:03:40.870 --> 00:03:41.960 Don't worry if you've got, 00:03:41.960 --> 00:03:42.797 if you have a lot of experience, 00:03:42.797 --> 00:03:45.470 or you have no experience at all, 00:03:45.470 --> 00:03:47.700 hopefully there'll be something for everyone here. 00:03:47.700 --> 00:03:49.600 And really then how it can help you 00:03:49.600 --> 00:03:51.793 optimize your learning environment, 00:03:51.793 --> 00:03:56.230 both remotely and hopefully back in the classroom too. 00:03:56.230 --> 00:03:59.290 And then we'll finish off with some Q and A. 00:03:59.290 --> 00:04:02.188 So I'm so excited to introduce Samantha. 00:04:02.188 --> 00:04:04.500 Jeremy did a wonderful introduction. 00:04:04.500 --> 00:04:06.020 You know, we're really excited to work 00:04:06.020 --> 00:04:09.168 with her on Headspace for educators. 00:04:09.168 --> 00:04:11.500 She's an amazing human being. 00:04:11.500 --> 00:04:14.460 So welcome my friend and colleague Samantha. 00:04:14.460 --> 00:04:16.350 - Thank you so much, Alice. 00:04:16.350 --> 00:04:18.990 I feel completely overwhelmed with love, 00:04:18.990 --> 00:04:21.250 and it's a great way to start. 00:04:21.250 --> 00:04:24.210 And I just want to thank all of you, 00:04:24.210 --> 00:04:27.930 all the teachers for showing up and caring about, 00:04:27.930 --> 00:04:31.230 you know, bettering of your teaching practice. 00:04:31.230 --> 00:04:34.790 And I've also been a teacher in the classroom, 00:04:34.790 --> 00:04:35.940 so I know the struggle. 00:04:35.940 --> 00:04:37.370 I've been a substitute teacher, 00:04:37.370 --> 00:04:41.070 which is kind of the hardest gig, I think. 00:04:41.070 --> 00:04:44.050 So all of the things that I'll be offering you 00:04:44.050 --> 00:04:47.100 definitely come from a place of embodied experience. 00:04:47.100 --> 00:04:48.400 I've tried them out, 00:04:48.400 --> 00:04:52.610 they're tried and true methods for bringing mindfulness 00:04:52.610 --> 00:04:55.720 into your own life and also into your students' lives. 00:04:55.720 --> 00:04:58.530 So I'm just so grateful to be here. 00:04:58.530 --> 00:05:00.586 And I'm so grateful to all of you 00:05:00.586 --> 00:05:02.463 for all the hard work you're doing. 00:05:05.310 --> 00:05:09.079 So I wanted us to start out actually with a practice. 00:05:09.079 --> 00:05:11.633 We'll be doing a couple practices together, 00:05:11.633 --> 00:05:14.130 and the reason for that is that, 00:05:14.130 --> 00:05:15.950 when you embody the practice, 00:05:15.950 --> 00:05:17.838 when you do it yourself, 00:05:17.838 --> 00:05:22.710 you have a better idea of how to lead it with your students. 00:05:22.710 --> 00:05:26.188 And so I want to just preface that with 00:05:26.188 --> 00:05:29.910 if you want to keep your eyes open the whole time, 00:05:29.910 --> 00:05:31.570 I'm going to invite you to keep your eyes closed, 00:05:31.570 --> 00:05:32.820 but if you want to keep them open 00:05:32.820 --> 00:05:36.150 you can just rest your attention on a spot in front of you, 00:05:36.150 --> 00:05:38.690 a few inches or a few feet in front of you, 00:05:38.690 --> 00:05:42.350 and just let your eyelids kind of rest halfway closed. 00:05:42.350 --> 00:05:43.490 And the first practice we're going 00:05:43.490 --> 00:05:45.840 to be doing is working with anchors. 00:05:45.840 --> 00:05:47.930 And when I talk about anchors with my students 00:05:47.930 --> 00:05:49.850 I often show them this little bell. 00:05:49.850 --> 00:05:53.046 And I talk about how anchors keep a boat, 00:05:53.046 --> 00:05:55.600 right, from drifting too far away. 00:05:55.600 --> 00:05:57.210 So if this is our anchor and our 00:05:57.210 --> 00:05:59.560 boat wants to follow the waves, 00:05:59.560 --> 00:06:01.760 or if this is like our mind and our mind wants 00:06:01.760 --> 00:06:03.890 to follow different streams of thought, 00:06:03.890 --> 00:06:05.640 the anchor brings it back. 00:06:05.640 --> 00:06:06.870 And it brings it back again, 00:06:06.870 --> 00:06:08.330 and again, and again. 00:06:08.330 --> 00:06:11.170 And over time we get much better at paying attention. 00:06:11.170 --> 00:06:13.470 We get more control over our attention 00:06:13.470 --> 00:06:17.470 so that it doesn't feel like it is being taken away from us, 00:06:17.470 --> 00:06:20.260 but we have some mastery over it. 00:06:20.260 --> 00:06:22.340 So this is really a foundational practice 00:06:22.340 --> 00:06:24.460 that you can do with your students. 00:06:24.460 --> 00:06:25.730 We're going to do a three minute, 00:06:25.730 --> 00:06:27.190 around a three-minute practice, 00:06:27.190 --> 00:06:29.480 but you can even shorten it to a one 00:06:29.480 --> 00:06:31.680 minute practice with your students. 00:06:31.680 --> 00:06:34.620 So if you're ready, I don't know you, 00:06:34.620 --> 00:06:36.120 maybe you're driving in a car, 00:06:36.120 --> 00:06:37.960 or if it's not safe to do a practice, 00:06:37.960 --> 00:06:38.919 please, you know, 00:06:38.919 --> 00:06:41.990 just listen and participate that way. 00:06:41.990 --> 00:06:44.220 But if you are in a semi-private space 00:06:44.220 --> 00:06:46.150 and you feel comfortable, 00:06:46.150 --> 00:06:48.060 you can join along with me. 00:06:48.060 --> 00:06:51.210 So the first thing we start with is our body posture. 00:06:51.210 --> 00:06:54.230 So you want to have your feet flat on the floor, 00:06:54.230 --> 00:06:56.760 and you just want to bring some length to your spine. 00:06:56.760 --> 00:06:58.960 I like to tell the kids to imagine that someone 00:06:58.960 --> 00:07:01.350 has a string right at the top of their head, 00:07:01.350 --> 00:07:03.250 and they're just gently pulling that string 00:07:03.250 --> 00:07:05.113 and it's lengthening the spine. 00:07:06.820 --> 00:07:09.703 And then when you're ready, you can close your eyes. 00:07:11.250 --> 00:07:12.570 And I like to start with just 00:07:12.570 --> 00:07:15.740 a little bit of squeezing and releasing. 00:07:15.740 --> 00:07:17.880 We call this progressive muscle relaxation, 00:07:17.880 --> 00:07:20.030 just to help you get into your body. 00:07:20.030 --> 00:07:22.030 So let's just start with our shoulders. 00:07:22.030 --> 00:07:24.400 Just bringing your shoulders up toward your ears, 00:07:24.400 --> 00:07:25.943 and giving a little squeeze. 00:07:27.930 --> 00:07:30.663 And hold this for just a few seconds. 00:07:33.600 --> 00:07:36.303 And then take a nice deep breath in through your nose. 00:07:38.770 --> 00:07:43.580 And as you exhale, just let the shoulders relax down, 00:07:43.580 --> 00:07:45.143 away from your ears. 00:07:47.310 --> 00:07:49.430 And so we've all arrived, hopefully, 00:07:49.430 --> 00:07:51.083 in this still posture. 00:07:53.110 --> 00:07:56.490 And as we're sitting still for maybe the first time today, 00:07:56.490 --> 00:07:59.253 we might notice our mind is so busy. 00:08:02.720 --> 00:08:06.030 So we're going to bring just a natural curiosity 00:08:06.030 --> 00:08:09.860 to notice what our body feels like in this moment. 00:08:09.860 --> 00:08:11.780 Are our eyelids fluttering, 00:08:11.780 --> 00:08:16.050 is our heartbeat racing or is it really slow? 00:08:16.050 --> 00:08:17.283 Do we feel sleepy? 00:08:19.800 --> 00:08:21.013 So just notice. 00:08:26.670 --> 00:08:27.950 And then you're just going to start 00:08:27.950 --> 00:08:29.890 to take a couple of deep breaths, 00:08:29.890 --> 00:08:33.210 feeling your belly go out and in as you breathe. 00:08:33.210 --> 00:08:35.113 So let's breathe in through our nose, 00:08:36.942 --> 00:08:38.733 and out through our nose. 00:08:41.300 --> 00:08:43.783 You can think of the words breathing in, 00:08:45.840 --> 00:08:46.927 breathing out. 00:08:48.696 --> 00:08:50.270 And then imagine it as a whisper, 00:08:50.270 --> 00:08:54.433 breathing in, breathing out. 00:08:56.610 --> 00:08:58.960 And now just hear it as a whisper in your mind. 00:09:08.050 --> 00:09:11.400 See if you can let go of any control over your breathing, 00:09:11.400 --> 00:09:13.750 so that your breath is just natural. 00:09:13.750 --> 00:09:16.823 You don't have to remember to breathe or try to breathe. 00:09:18.290 --> 00:09:20.433 Breathing will just happen on it's own. 00:09:26.202 --> 00:09:28.920 And we're just breathing our breath, 00:09:28.920 --> 00:09:32.144 staying with the feeling or the sensation 00:09:32.144 --> 00:09:35.357 of the belly going out and in. 00:09:44.437 --> 00:09:46.730 And if your mind starts to drift away, 00:09:46.730 --> 00:09:50.410 just like the boat drifting away on the waves, 00:09:50.410 --> 00:09:54.673 just label your thinking as thinking, or planning, 00:09:55.610 --> 00:09:57.583 or maybe noticing sounds. 00:09:59.190 --> 00:10:00.580 And then very gently, 00:10:00.580 --> 00:10:04.380 very kindly come back to the words breathing in, 00:10:04.380 --> 00:10:06.110 breathing out, 00:10:06.110 --> 00:10:08.583 and the sensations in your belly as you breathe. 00:10:25.442 --> 00:10:26.890 And before we end our practice, 00:10:26.890 --> 00:10:29.590 see if there's one thing that you noticed today 00:10:29.590 --> 00:10:32.283 about your breath that you never noticed before. 00:10:44.570 --> 00:10:49.030 When you're ready, you can slowly open your eyes, 00:10:49.030 --> 00:10:51.123 coming back to our space together. 00:10:54.330 --> 00:10:56.180 And I'm just curious, 00:10:56.180 --> 00:10:58.630 maybe in the chat you can mention 00:10:58.630 --> 00:11:00.343 one thing that you noticed. 00:11:01.260 --> 00:11:02.490 You might've noticed. 00:11:02.490 --> 00:11:06.170 I notice usually if I'm amped up and I have a lot of energy, 00:11:06.170 --> 00:11:11.170 that my eyelids are fluttering or that my heart is beating. 00:11:11.340 --> 00:11:12.730 So it's very sematic. 00:11:12.730 --> 00:11:15.480 It's very body driven if I'm amped up. 00:11:15.480 --> 00:11:19.080 But if I'm sleepy I might notice heaviness in my eyes. 00:11:19.080 --> 00:11:21.100 I might notice, you know, 00:11:21.100 --> 00:11:24.010 dreams of falling asleep or, you know, 00:11:24.010 --> 00:11:26.820 cravings to get in my bed and sleep. 00:11:26.820 --> 00:11:28.440 So it's different. 00:11:28.440 --> 00:11:30.720 What we're noticing is different each, 00:11:30.720 --> 00:11:32.060 depending on how we're feeling. 00:11:32.060 --> 00:11:34.640 So if you'd like to share something 00:11:34.640 --> 00:11:37.560 that you've noticed from this practice, 00:11:37.560 --> 00:11:39.543 you can go ahead and share in the chat. 00:11:41.985 --> 00:11:43.370 And I believe I can see-- 00:11:43.370 --> 00:11:45.160 - [Jeremy] A lot of folks are really 00:11:45.160 --> 00:11:46.680 sort of getting into this. 00:11:46.680 --> 00:11:48.940 Deanna mentioned the tension in her neck. 00:11:48.940 --> 00:11:51.660 Kim says, I noticed my head hurt a little bit. 00:11:51.660 --> 00:11:53.440 Emily noticed, here we are in December, 00:11:53.440 --> 00:11:54.813 and I have a stuffy nose. 00:11:55.694 --> 00:11:58.387 So definitely a lot of sense of heaviness 00:11:58.387 --> 00:12:00.763 and weariness at this point of the year. 00:12:01.850 --> 00:12:03.730 - Thank you guys for sharing that too. 00:12:03.730 --> 00:12:05.620 And so anything you're noticing, 00:12:05.620 --> 00:12:07.200 whether it's pleasant, 00:12:07.200 --> 00:12:08.710 unpleasant, or neutral, 00:12:08.710 --> 00:12:10.900 is practicing mindfulness. 00:12:10.900 --> 00:12:13.480 That's the muscle that we're trying to flex 00:12:13.480 --> 00:12:15.730 with ourselves and with our students. 00:12:15.730 --> 00:12:18.720 So that's really good noticing, 00:12:18.720 --> 00:12:20.220 and they're things that, 00:12:20.220 --> 00:12:22.140 if you think about the categories of things, 00:12:22.140 --> 00:12:23.910 we can pay attention to. 00:12:23.910 --> 00:12:25.570 The one that we all mentioned 00:12:25.570 --> 00:12:27.770 in this practice was sensation, right? 00:12:27.770 --> 00:12:29.070 That's a huge category. 00:12:29.070 --> 00:12:31.285 Our internal body sensations. 00:12:31.285 --> 00:12:34.080 Another category is mental activity. 00:12:34.080 --> 00:12:36.027 So things that we're feeling, 00:12:36.027 --> 00:12:38.000 things that we're thinking about, 00:12:38.000 --> 00:12:39.580 or urges that we're having, 00:12:39.580 --> 00:12:42.250 or even images that arise in our mind, right? 00:12:42.250 --> 00:12:45.524 Like flashes of memories from the day. 00:12:45.524 --> 00:12:48.300 Another category is our five senses. 00:12:48.300 --> 00:12:51.030 So we might be, when we close our eyes like we just did, 00:12:51.030 --> 00:12:52.710 we might notice wind. 00:12:52.710 --> 00:12:54.820 I noticed the heater in my house. 00:12:54.820 --> 00:12:57.820 So it's nice and toasty and warm for my skin. 00:12:57.820 --> 00:12:59.780 Or you might notice smells, 00:12:59.780 --> 00:13:02.650 if you have a candle or any scents in the house. 00:13:02.650 --> 00:13:05.090 So that's another category, 00:13:05.090 --> 00:13:07.850 and the final category of things we pay attention to 00:13:07.850 --> 00:13:09.660 has to do with our relationships. 00:13:09.660 --> 00:13:12.593 So you might've had a memory of someone 00:13:12.593 --> 00:13:15.310 that you love that's in your house. 00:13:15.310 --> 00:13:16.143 That's, you know, 00:13:16.143 --> 00:13:16.976 that you just thought, oh, 00:13:16.976 --> 00:13:18.158 I really like that person. 00:13:18.158 --> 00:13:21.900 Or I wonder how they're doing, or I hope they're well. 00:13:21.900 --> 00:13:23.583 So any, any of these, 00:13:25.560 --> 00:13:27.690 any of the stimuli from these different categories 00:13:27.690 --> 00:13:29.700 can pop up during our practice, 00:13:29.700 --> 00:13:31.490 and when we're being mindful, 00:13:31.490 --> 00:13:34.540 we're just noticing them with this kind of curiosity 00:13:34.540 --> 00:13:37.253 and this openness to experience. 00:13:38.250 --> 00:13:39.580 So this is great. 00:13:39.580 --> 00:13:43.130 And when you're thinking about how 00:13:43.130 --> 00:13:45.470 to bring this into your classroom, 00:13:45.470 --> 00:13:47.569 or how to practice it with your students, 00:13:47.569 --> 00:13:51.230 you can teach them about anchoring just like I taught you. 00:13:51.230 --> 00:13:53.330 And then you can set a timer for one minute. 00:13:53.330 --> 00:13:55.930 So once they know how to feel their breath, 00:13:55.930 --> 00:13:57.810 notice sensations in their body, 00:13:57.810 --> 00:14:00.740 and think of the words breathing in and breathing out, 00:14:00.740 --> 00:14:02.800 they can practice in silence. 00:14:02.800 --> 00:14:05.610 And you might start with 30 seconds 00:14:05.610 --> 00:14:07.260 if they're really young children 00:14:07.260 --> 00:14:11.430 and then work up and progress to longer periods of time. 00:14:11.430 --> 00:14:13.300 Or you can just keep it at a minute. 00:14:13.300 --> 00:14:15.371 That's sufficient for a lot of students 00:14:15.371 --> 00:14:17.663 in a lot of different age groups. 00:14:19.030 --> 00:14:20.810 So that's one practice. 00:14:20.810 --> 00:14:22.177 The second practice I want to talk to you 00:14:22.177 --> 00:14:24.720 a little bit about is the stop practice. 00:14:24.720 --> 00:14:27.770 And this one I've taught to many, many children. 00:14:27.770 --> 00:14:29.630 And I think this is their favorite, 00:14:29.630 --> 00:14:31.890 because it's an acronym, first of all, 00:14:31.890 --> 00:14:35.160 so they can remember the steps and what to do. 00:14:35.160 --> 00:14:37.590 And it's helpful because the way we're going 00:14:37.590 --> 00:14:39.730 to practice it now and how you can practice it 00:14:39.730 --> 00:14:43.157 in your classroom is to ring a bell randomly, 00:14:43.157 --> 00:14:45.040 or any kind of sound, 00:14:45.040 --> 00:14:45.990 you can, you know, 00:14:45.990 --> 00:14:47.520 program your phone to go off 00:14:47.520 --> 00:14:49.620 at different times during the class. 00:14:49.620 --> 00:14:51.100 And then when you hear the sound, 00:14:51.100 --> 00:14:53.640 you're going to practice these four steps. 00:14:53.640 --> 00:14:54.700 So the four steps, 00:14:54.700 --> 00:14:58.100 we'll just do them kind of briefly together. 00:14:58.100 --> 00:14:59.990 We stop what we're doing. 00:14:59.990 --> 00:15:02.310 And that's actually one of the hardest things to do, right? 00:15:02.310 --> 00:15:05.250 Is to stop ourselves from continuing to ruminate, 00:15:05.250 --> 00:15:07.680 or continuing to believe the thought 00:15:07.680 --> 00:15:09.120 pattern that we're having. 00:15:09.120 --> 00:15:12.430 So we stop, we take a deep breath, 00:15:12.430 --> 00:15:14.520 and we can do this again with our eyes closed. 00:15:14.520 --> 00:15:16.463 So let's take a deep breath together. 00:15:22.028 --> 00:15:23.830 And then we just observe. 00:15:23.830 --> 00:15:27.060 And for this activity I'm going to have us observe 00:15:27.060 --> 00:15:29.540 one thing in each of our senses. 00:15:29.540 --> 00:15:31.860 So let's start by observing a sound, 00:15:31.860 --> 00:15:34.133 just listening to a sound we can hear. 00:15:38.830 --> 00:15:41.113 Let's notice a smell, a scent. 00:15:46.490 --> 00:15:49.070 Let's notice a taste in our mouths, 00:15:49.070 --> 00:15:51.790 or just anything we notice if we run 00:15:51.790 --> 00:15:53.243 our tongue across our teeth. 00:15:58.120 --> 00:16:02.610 Let's notice the feeling of our clothes against our skin. 00:16:02.610 --> 00:16:06.203 So the insolation of our shirts or our sweaters, 00:16:07.060 --> 00:16:08.840 and just the feeling of being supported 00:16:08.840 --> 00:16:10.360 by whatever surface you're on, 00:16:10.360 --> 00:16:11.560 the weight of your body. 00:16:14.844 --> 00:16:16.930 And finally, as we open our eyes, 00:16:16.930 --> 00:16:20.430 just look around you and notice something beautiful, 00:16:20.430 --> 00:16:22.960 or something that you're grateful for. 00:16:22.960 --> 00:16:24.490 Something that you're really glad 00:16:24.490 --> 00:16:26.653 you have in your personal space. 00:16:31.900 --> 00:16:32.733 Great. 00:16:32.733 --> 00:16:34.660 So that's the stop practice. 00:16:34.660 --> 00:16:36.883 And as far as observing, 00:16:38.120 --> 00:16:39.900 you can prompt your students to observe 00:16:39.900 --> 00:16:41.930 their five senses like we just did, 00:16:41.930 --> 00:16:43.650 or you can just have them observe 00:16:43.650 --> 00:16:45.440 whatever they're noticing in their mind. 00:16:45.440 --> 00:16:46.730 A thought, a feeling, 00:16:46.730 --> 00:16:47.990 a sensation. 00:16:47.990 --> 00:16:50.750 So it's up to you depending on what's going on 00:16:50.750 --> 00:16:52.740 in the room or in the class. 00:16:52.740 --> 00:16:54.870 So whenever, I'm going to read, 00:16:54.870 --> 00:16:56.910 ring the bell twice during our presentation. 00:16:56.910 --> 00:16:58.193 It'll sound like this. 00:17:00.028 --> 00:17:03.320 And I'm going to do it randomly when you don't expect it, 00:17:03.320 --> 00:17:05.100 and we're going to do the stop practice. 00:17:05.100 --> 00:17:07.963 So I'll just say each word and we'll practice together. 00:17:09.370 --> 00:17:11.090 I just wanted to share a quick story 00:17:11.090 --> 00:17:12.510 about the stop practice. 00:17:12.510 --> 00:17:14.862 I had a student who was about eight years old, 00:17:14.862 --> 00:17:17.280 and I taught him the stop practice. 00:17:17.280 --> 00:17:20.180 And then the next session the parents came, 00:17:20.180 --> 00:17:23.330 and his mom raised her hand and said, 00:17:23.330 --> 00:17:24.530 I really want to thank you 00:17:24.530 --> 00:17:27.520 for teaching my child this practice. 00:17:27.520 --> 00:17:30.980 And she said that when they had lost their dog, 00:17:30.980 --> 00:17:32.580 their dog had run away, 00:17:32.580 --> 00:17:35.410 the mom was getting frantic and panicky. 00:17:35.410 --> 00:17:36.650 And she said her son said, 00:17:36.650 --> 00:17:38.020 mom, let's stop. 00:17:38.020 --> 00:17:39.290 Let's take a breath. 00:17:39.290 --> 00:17:41.430 Let's observe the sensation. 00:17:41.430 --> 00:17:43.592 And then let's proceed with more calm. 00:17:43.592 --> 00:17:45.420 And he had led her through it, 00:17:45.420 --> 00:17:47.620 and she said it made such a difference. 00:17:47.620 --> 00:17:50.340 So we never know when we're teaching our students 00:17:50.340 --> 00:17:52.560 how this is impacting their families, 00:17:52.560 --> 00:17:54.580 and how they're internalizing. 00:17:54.580 --> 00:17:58.150 They often don't, aren't very emphatic, 00:17:58.150 --> 00:18:01.870 or they're not gushing about the experiences 00:18:01.870 --> 00:18:03.759 they're having or learning. 00:18:03.759 --> 00:18:05.990 But then when you hear stories like this, 00:18:05.990 --> 00:18:09.483 it's very inspiring and motivates you to keep going. 00:18:11.120 --> 00:18:14.910 So I wanted to talk a little bit about what meditation is, 00:18:14.910 --> 00:18:17.970 and our expectations versus the reality. 00:18:17.970 --> 00:18:19.890 So I'm not sure, 00:18:19.890 --> 00:18:21.100 we're going to do a little poll to see 00:18:21.100 --> 00:18:24.070 what your meditation background is. 00:18:24.070 --> 00:18:27.340 So I don't know if many of you have practiced before or not. 00:18:27.340 --> 00:18:29.250 But when you first start to practice, 00:18:29.250 --> 00:18:31.620 many people get really turned off, 00:18:31.620 --> 00:18:35.170 get turned away by the fact that when you close your eyes 00:18:35.170 --> 00:18:36.810 you're bombarded with thoughts. 00:18:36.810 --> 00:18:37.940 You're bombarded with the busyness 00:18:37.940 --> 00:18:42.940 and the rush of your mind. 00:18:43.210 --> 00:18:45.950 And so a lot of people will just give up at that point, 00:18:45.950 --> 00:18:47.830 and say, this isn't what I expected, 00:18:47.830 --> 00:18:50.860 because there's an expectation that we'll get calm, 00:18:50.860 --> 00:18:52.290 that our thoughts will start 00:18:52.290 --> 00:18:55.053 to slow down when we want them to. 00:18:55.053 --> 00:18:58.660 But the reality is that we're facing the busyness, 00:18:58.660 --> 00:19:01.210 that rush, that speed of thought 00:19:01.210 --> 00:19:03.660 that reflects the speed of our lives. 00:19:03.660 --> 00:19:05.530 So what we're really doing, 00:19:05.530 --> 00:19:09.830 what we're trying to cultivate is a sense of kindness, 00:19:09.830 --> 00:19:13.050 openness, and a willingness to be with things as they are. 00:19:13.050 --> 00:19:16.430 So we're sitting with whatever shows up in our practice, 00:19:16.430 --> 00:19:17.900 and that's why we set a timer, 00:19:17.900 --> 00:19:19.493 because if we did this indefinitely 00:19:19.493 --> 00:19:21.720 it would be unsustainable. 00:19:21.720 --> 00:19:23.680 But we set a timer for, you know, 00:19:23.680 --> 00:19:25.040 five, if we're adults, 00:19:25.040 --> 00:19:29.193 five to 20 minutes, and we see what shows up. 00:19:29.193 --> 00:19:31.770 That willingness to be with things as they are 00:19:31.770 --> 00:19:35.680 changes the relationship we have to our internal world. 00:19:35.680 --> 00:19:37.890 And it becomes a lot more peaceful, 00:19:37.890 --> 00:19:41.090 a lot more manageable to confront our worries, 00:19:41.090 --> 00:19:43.650 our thoughts, our projections, 00:19:43.650 --> 00:19:45.470 and it prevents us from ruminating. 00:19:45.470 --> 00:19:47.760 We catch ourselves in the middle of the day, 00:19:47.760 --> 00:19:48.780 in the middle of our lives, 00:19:48.780 --> 00:19:53.270 when our mind starts to ruminate or starts to overthink. 00:19:53.270 --> 00:19:55.100 We don't want to discourage thinking of course, 00:19:55.100 --> 00:19:57.680 but overthinking can be problematic. 00:19:57.680 --> 00:20:01.640 So that's a little bit about how our expectations 00:20:01.640 --> 00:20:03.830 really match up with with the reality 00:20:03.830 --> 00:20:07.100 of meditation and mindfulness. 00:20:07.100 --> 00:20:08.550 So here's a great poll. 00:20:08.550 --> 00:20:11.460 What is your familiarity with mindfulness? 00:20:11.460 --> 00:20:14.420 Are you new to it, have you tried it a couple of times, 00:20:14.420 --> 00:20:16.550 or do you have a regular practice? 00:20:16.550 --> 00:20:19.100 And, oh, 00:20:19.100 --> 00:20:21.080 I can't vote, sorry. 00:20:21.080 --> 00:20:22.534 - [Jeremy] Sorry about that-- 00:20:22.534 --> 00:20:24.063 - That's okay! 00:20:24.063 --> 00:20:24.896 - [Jeremy] The answers are coming in 00:20:24.896 --> 00:20:25.960 fast and furious though. 00:20:26.950 --> 00:20:30.360 More than 400 teachers across the country have now voted, 00:20:30.360 --> 00:20:32.430 and we'll close it in about five seconds. 00:20:32.430 --> 00:20:33.690 - Cool. 00:20:33.690 --> 00:20:35.720 - [Jeremy] And it looks like, 00:20:35.720 --> 00:20:37.630 as you can see here on the screen, 00:20:37.630 --> 00:20:39.840 a lot of folks have dabbled with it, 00:20:39.840 --> 00:20:41.740 but also a lot of newbies as well. 00:20:41.740 --> 00:20:42.573 - Nice. 00:20:42.573 --> 00:20:43.406 Okay, great. 00:20:43.406 --> 00:20:46.200 So about half have tried it a few times, 00:20:46.200 --> 00:20:48.790 and a quarter of you have a regular practice. 00:20:48.790 --> 00:20:51.500 So that's, you know exactly what I'm talking about. 00:20:51.500 --> 00:20:54.499 And if we were together and we could have a dialogue, 00:20:54.499 --> 00:20:56.830 I would ask you what helps you 00:20:56.830 --> 00:20:58.053 sustain that regular practice? 00:20:58.053 --> 00:21:00.394 What keeps you coming back? 00:21:00.394 --> 00:21:03.000 I know for a lot of people, if we struggle, 00:21:03.000 --> 00:21:04.990 I myself have struggled with anxiety, 00:21:04.990 --> 00:21:07.260 so mindfulness was the, 00:21:07.260 --> 00:21:09.971 it was just an amazing tool for my life. 00:21:09.971 --> 00:21:11.700 I never thought I would teach it, 00:21:11.700 --> 00:21:15.120 but I started practicing at 15 and never stopped. 00:21:15.120 --> 00:21:17.410 So it's an incredible tool. 00:21:17.410 --> 00:21:20.180 And you all have your own reasons for being drawn to it 00:21:20.180 --> 00:21:22.263 or for continuing to practice it. 00:21:25.330 --> 00:21:26.163 Awesome. 00:21:28.800 --> 00:21:31.683 So we can go to the next slide. 00:21:34.810 --> 00:21:36.310 - [Jeremy] Lena, if you wouldn't mind 00:21:36.310 --> 00:21:37.360 sharing your screen once more. 00:21:37.360 --> 00:21:38.320 Sorry about that. 00:21:38.320 --> 00:21:39.920 We'll switch back from the poll. 00:21:43.010 --> 00:21:43.843 There we go. 00:21:44.801 --> 00:21:45.634 - Perfect. 00:21:46.770 --> 00:21:48.070 - [Jeremy] Thanks everyone for those great answers, 00:21:48.070 --> 00:21:49.752 keep them coming. 00:21:49.752 --> 00:21:50.835 - Let's just. 00:21:51.965 --> 00:21:55.046 (bell ringing) 00:21:55.046 --> 00:21:58.213 Stop, take a breath. 00:22:02.925 --> 00:22:06.457 And this time observe the sensation in your body. 00:22:11.076 --> 00:22:13.743 With your hands, with your face, 00:22:16.370 --> 00:22:17.763 and then we'll proceed. 00:22:19.050 --> 00:22:19.883 Nice. 00:22:20.970 --> 00:22:23.440 So, what is mindfulness? 00:22:23.440 --> 00:22:26.660 To those of you that have not tried it before, 00:22:26.660 --> 00:22:27.980 or maybe only once or twice, 00:22:27.980 --> 00:22:30.480 mindfulness is this way of being 00:22:30.480 --> 00:22:32.420 that we actually naturally have. 00:22:32.420 --> 00:22:33.670 It's a propensity we have, 00:22:33.670 --> 00:22:36.814 we don't have to learn it like we would need to learn math. 00:22:36.814 --> 00:22:41.814 But it's often not accessible because we're so busy, 00:22:43.530 --> 00:22:46.810 or it's very hard to cultivate deeply, 00:22:46.810 --> 00:22:51.220 because for the reasons I mentioned that there's this 00:22:51.220 --> 00:22:53.160 little learning curve we have to get over 00:22:53.160 --> 00:22:56.530 to really rest in the practice. 00:22:56.530 --> 00:22:59.180 So a quick definition of it is that 00:22:59.180 --> 00:23:01.106 it's our our ability to be present 00:23:01.106 --> 00:23:03.790 and attentive with openness, 00:23:03.790 --> 00:23:06.470 curiosity, and a kind mind. 00:23:06.470 --> 00:23:09.070 So building that relationship of kindness 00:23:09.070 --> 00:23:11.040 and openness to our experiences. 00:23:11.040 --> 00:23:13.640 And being willing, like I said before, 00:23:13.640 --> 00:23:17.070 being willing to show up however you are, right? 00:23:17.070 --> 00:23:20.310 Like showing up to yourself and witnessing what's coming up, 00:23:20.310 --> 00:23:21.550 however it shows up. 00:23:21.550 --> 00:23:23.650 So there's a lot of acceptance. 00:23:23.650 --> 00:23:27.200 And when we accept what's happening, we're not rejecting it, 00:23:27.200 --> 00:23:30.500 because the rejection is what causes us a lot of stress. 00:23:30.500 --> 00:23:31.440 Trying to change, 00:23:31.440 --> 00:23:33.350 trying to get to a certain mindset that we want 00:23:33.350 --> 00:23:36.060 to get to can produce kind of this inner 00:23:36.060 --> 00:23:39.160 conflict that becomes unsustainable, 00:23:39.160 --> 00:23:41.533 and kind of zaps us of our energy. 00:23:45.840 --> 00:23:48.540 So why do we practice mindfulness? 00:23:48.540 --> 00:23:51.450 I think, when I think of teaching in the classroom, 00:23:51.450 --> 00:23:53.930 I think of these moments I've had where 00:23:53.930 --> 00:23:56.350 I've become a different person, 00:23:56.350 --> 00:23:59.500 especially with students in classrooms where there was 00:23:59.500 --> 00:24:02.120 just no interest when I was a substitute teacher, 00:24:02.120 --> 00:24:05.800 and people expected to have a day off, 00:24:05.800 --> 00:24:08.960 and I would get so agitated and so upset. 00:24:08.960 --> 00:24:11.240 And if I didn't have my mindfulness skills, 00:24:11.240 --> 00:24:12.900 I think I would have turned into someone 00:24:12.900 --> 00:24:14.840 that I didn't even recognize. 00:24:14.840 --> 00:24:16.350 I would have probably, you know, 00:24:16.350 --> 00:24:18.141 screamed or hit a table, 00:24:18.141 --> 00:24:21.010 or something really, really drastic, 00:24:21.010 --> 00:24:24.850 because there's so many moments where there's frustration. 00:24:24.850 --> 00:24:26.530 But if we think about using it as 00:24:26.530 --> 00:24:28.500 a stress management tool in the classroom, 00:24:28.500 --> 00:24:30.390 we're stopping to notice. 00:24:30.390 --> 00:24:34.100 We're taking a moment to notice what's going on within us. 00:24:34.100 --> 00:24:37.240 And just the acknowledgement of that sensation, 00:24:37.240 --> 00:24:39.070 that thought, that emotion, 00:24:39.070 --> 00:24:40.470 helps it to settle. 00:24:40.470 --> 00:24:42.150 Just the pure acknowledgement of it. 00:24:42.150 --> 00:24:43.400 We don't have to do anything more 00:24:43.400 --> 00:24:45.260 than that most of the time. 00:24:45.260 --> 00:24:47.270 And that allows us to stay resilient, 00:24:47.270 --> 00:24:50.580 and to meet our students with more calm, 00:24:50.580 --> 00:24:52.860 and to meet them with more bandwidth, 00:24:52.860 --> 00:24:55.400 which makes the teaching profession a sustainable one, 00:24:55.400 --> 00:24:56.450 instead of a, you know, 00:24:56.450 --> 00:25:00.330 one where you get burnt out in the course of a year or two. 00:25:00.330 --> 00:25:02.460 It also helps our physical health. 00:25:02.460 --> 00:25:04.460 So it increases our immune system. 00:25:04.460 --> 00:25:06.640 It strengthens our immune system. 00:25:06.640 --> 00:25:08.780 It's correlated with longevity, 00:25:08.780 --> 00:25:10.260 and that has to do with telomeres, 00:25:10.260 --> 00:25:12.447 which are the little strands at the end of, 00:25:12.447 --> 00:25:15.060 these little frills at the end of our 00:25:15.060 --> 00:25:17.530 DNA strands that deteriorate over time. 00:25:17.530 --> 00:25:20.070 So studies have shown that it preserves, 00:25:20.070 --> 00:25:24.690 it keeps those telomeres intact for longer periods of time. 00:25:24.690 --> 00:25:28.730 And it also helps prevent cardiovascular disease 00:25:28.730 --> 00:25:31.070 and inflammation in our body. 00:25:31.070 --> 00:25:33.430 So it has tremendous health benefits, 00:25:33.430 --> 00:25:36.383 not to mention sleep duration and quality of sleep. 00:25:37.460 --> 00:25:38.690 And then for our students, 00:25:38.690 --> 00:25:41.000 it's giving them this tool to focus 00:25:41.000 --> 00:25:43.530 and to be able to regulate their attention, 00:25:43.530 --> 00:25:46.260 so that when they feel their attention drifting away, 00:25:46.260 --> 00:25:47.790 they have a strategy. 00:25:47.790 --> 00:25:49.880 I often ask children I work with, 00:25:49.880 --> 00:25:52.810 who's ever told you to pay attention, raise your hand. 00:25:52.810 --> 00:25:54.240 And then my follow-up question is, 00:25:54.240 --> 00:25:56.437 who's ever taught you how to pay attention. 00:25:56.437 --> 00:25:58.410 And there are no hands, right? 00:25:58.410 --> 00:25:59.910 Because it's something that we, 00:25:59.910 --> 00:26:02.600 if we're not taught we don't really know how to do. 00:26:02.600 --> 00:26:03.620 Some of us are naturally better at it, 00:26:03.620 --> 00:26:07.490 and most of us I would say are not great at it. 00:26:07.490 --> 00:26:10.180 And it's also a tool for emotional regulation. 00:26:10.180 --> 00:26:12.820 So when we notice an emotion that we're having, 00:26:12.820 --> 00:26:14.650 and we're able to discern it, right? 00:26:14.650 --> 00:26:18.470 We're able to finally discern between frustration and anger, 00:26:18.470 --> 00:26:21.600 for example, or worry and regret. 00:26:21.600 --> 00:26:24.850 When we give kids this vocabulary to explain, 00:26:24.850 --> 00:26:26.940 or name, or label how they're feeling, 00:26:26.940 --> 00:26:29.330 again, the intensity comes down, 00:26:29.330 --> 00:26:31.820 and they stay in that zone of resilience 00:26:31.820 --> 00:26:33.509 which allows them to bounce back 00:26:33.509 --> 00:26:35.770 and actually resume learning, 00:26:35.770 --> 00:26:38.220 because learning will temporarily pause 00:26:38.220 --> 00:26:40.423 or stop if the emotion is too intense. 00:26:46.970 --> 00:26:49.493 Thanks, we can go to the next slide. 00:26:50.700 --> 00:26:52.540 So here's another poll for us. 00:26:52.540 --> 00:26:53.670 In a few words, 00:26:53.670 --> 00:26:55.410 what is one of the biggest challenges 00:26:55.410 --> 00:26:57.203 you experienced as an educator? 00:26:59.440 --> 00:27:03.260 And I just think of so many, so let's see what we have here. 00:27:03.260 --> 00:27:06.210 Burnt-out, students not showing up. 00:27:06.210 --> 00:27:07.560 That's a big one right now. 00:27:08.420 --> 00:27:11.650 Keeping students motivated, grappling with technology, 00:27:11.650 --> 00:27:14.603 and students struggling academically or emotionally. 00:27:16.630 --> 00:27:17.480 - [Jeremy] And this one, 00:27:17.480 --> 00:27:20.600 educators can actually choose as many as apply. 00:27:20.600 --> 00:27:24.320 And we're seeing actually quite a few choosing the burnout, 00:27:24.320 --> 00:27:27.420 which is certainly topical tonight, 00:27:27.420 --> 00:27:29.330 the motivation piece which also fits in 00:27:29.330 --> 00:27:30.780 with what we're talking about. 00:27:30.780 --> 00:27:33.190 And the struggle is probably academically and emotionally. 00:27:33.190 --> 00:27:36.979 So definitely all things that we can address 00:27:36.979 --> 00:27:39.430 with some of these mindfulness practices. 00:27:39.430 --> 00:27:40.680 - Yes, okay. 00:27:40.680 --> 00:27:44.100 So the biggest ones here are the motivation component, 00:27:44.100 --> 00:27:47.800 and then the struggle, the academic or emotional struggle. 00:27:47.800 --> 00:27:48.877 Absolutely. 00:27:48.877 --> 00:27:51.480 And a lot of students right now, 00:27:51.480 --> 00:27:53.810 I know a lot of high school students are finding, 00:27:53.810 --> 00:27:56.380 because friendships are so important 00:27:56.380 --> 00:27:58.730 in their lives at that developmental period, 00:27:58.730 --> 00:28:01.422 that having restricted access to their friend groups 00:28:01.422 --> 00:28:04.950 is causing depression in a lot of them. 00:28:04.950 --> 00:28:06.860 And also just this, like what is, 00:28:06.860 --> 00:28:08.970 what is life even for anymore? 00:28:08.970 --> 00:28:09.803 What is, you know, 00:28:09.803 --> 00:28:12.870 like these existential issues that are coming up. 00:28:12.870 --> 00:28:14.280 So, yeah. 00:28:14.280 --> 00:28:18.200 And I think when we're thinking about how to address 00:28:18.200 --> 00:28:20.090 that from a mindfulness perspective, 00:28:20.090 --> 00:28:21.898 I think of the word compassion. 00:28:21.898 --> 00:28:24.760 You know, just witnessing when a student's 00:28:24.760 --> 00:28:27.833 sharing something like that with us, 00:28:27.833 --> 00:28:30.480 just being the source of witness 00:28:30.480 --> 00:28:32.680 and being the source of containment 00:28:32.680 --> 00:28:35.787 for their emotional experience. 00:28:35.787 --> 00:28:37.310 And relating to it! 00:28:37.310 --> 00:28:38.990 Letting them know that they're not alone, 00:28:38.990 --> 00:28:40.950 that this is part of the human experience, 00:28:40.950 --> 00:28:44.870 and that a lot of students are feeling this way too. 00:28:44.870 --> 00:28:47.090 And then if we had more time, 00:28:47.090 --> 00:28:48.560 maybe we'll have this practice 00:28:48.560 --> 00:28:51.590 in our Headspace for Educators group on Facebook, 00:28:51.590 --> 00:28:55.170 but there are practices that help you build resiliency 00:28:55.170 --> 00:28:58.360 and help build a feeling of connection, 00:28:58.360 --> 00:29:03.253 and joy, and ease in the midst of these difficult emotions. 00:29:05.370 --> 00:29:07.940 - [Jeremy] And Sam, I know that some of the folks 00:29:07.940 --> 00:29:10.210 from the very first exercise we did 00:29:10.210 --> 00:29:11.960 said they had their dinner in the oven, 00:29:11.960 --> 00:29:14.395 the ratatouille was cooking in some cases. 00:29:14.395 --> 00:29:17.470 Do you want to finish up with a final exercise, 00:29:17.470 --> 00:29:19.150 or should we go into some Q and A at this point? 00:29:19.150 --> 00:29:19.983 What do you think is the best-- 00:29:19.983 --> 00:29:21.957 - I think we should go into some Q and A. 00:29:21.957 --> 00:29:25.580 I want to give everyone a chance to ask questions. 00:29:25.580 --> 00:29:29.000 I know we're at our end time, so yeah. 00:29:29.000 --> 00:29:31.160 Please feel free to ask any questions, 00:29:31.160 --> 00:29:34.115 and I'm happy to address them. 00:29:34.115 --> 00:29:36.640 And the stuff we didn't get to, again, 00:29:36.640 --> 00:29:39.030 we have this Headspace for Educators group on Facebook, 00:29:39.030 --> 00:29:41.290 and we're going to be featuring 00:29:41.290 --> 00:29:43.300 these techniques on that page. 00:29:43.300 --> 00:29:46.003 So you can join and take part, 00:29:47.070 --> 00:29:49.650 so that you won't miss any of this last 00:29:49.650 --> 00:29:52.550 exercise that we didn't get to on compassionate breathing. 00:29:53.440 --> 00:29:54.273 - [Jeremy] Very cool. 00:29:54.273 --> 00:29:55.890 And Alice, before we dive into the Q and A, 00:29:55.890 --> 00:29:58.100 and of course people should feel free to ask questions 00:29:58.100 --> 00:30:00.010 via the questions tab at any point, 00:30:00.010 --> 00:30:01.140 did you want to call out anything 00:30:01.140 --> 00:30:04.570 around Headspace for Educators and how they access that? 00:30:04.570 --> 00:30:05.403 - Yeah, I mean, 00:30:05.403 --> 00:30:06.630 we've got the information here, 00:30:06.630 --> 00:30:08.013 and as Sam said, 00:30:08.013 --> 00:30:11.808 we'll be sharing exercises every week in the Facebook group, 00:30:11.808 --> 00:30:14.341 which is called Headspace for Educators. 00:30:14.341 --> 00:30:18.190 Yeah, and I just encourage if anyone wants to sign up, 00:30:18.190 --> 00:30:21.800 they can just go to our headspace.com landing page, 00:30:21.800 --> 00:30:24.915 forward slash educators, and all the information is there. 00:30:24.915 --> 00:30:26.140 So yeah. 00:30:26.140 --> 00:30:28.680 We're just excited to be able 00:30:28.680 --> 00:30:29.990 to share these practices today, 00:30:29.990 --> 00:30:32.250 but also welcome you to come back 00:30:32.250 --> 00:30:34.653 and check out more through the Facebook group. 00:30:35.560 --> 00:30:36.393 - [Jeremy] That's awesome. 00:30:36.393 --> 00:30:37.880 And again, like super generous in any year, 00:30:37.880 --> 00:30:39.480 but especially pertinent in this one. 00:30:39.480 --> 00:30:41.330 So thank you all for sharing that 00:30:41.330 --> 00:30:43.540 so broadly across the world. 00:30:43.540 --> 00:30:45.480 Lots of questions are coming in. 00:30:45.480 --> 00:30:47.880 And so I want to start with one that Kelly had asked 00:30:47.880 --> 00:30:49.830 at the very beginning of the session, Sam, 00:30:49.830 --> 00:30:53.840 which is all of this is awesome in a teacher led way, 00:30:53.840 --> 00:30:56.043 she can really imagine using it with her students, 00:30:56.043 --> 00:30:58.210 but are there practices that you can help 00:30:58.210 --> 00:31:00.350 your students with that do on their own? 00:31:00.350 --> 00:31:02.470 So they sort of take that learning, 00:31:02.470 --> 00:31:04.100 and make it part of their own practice 00:31:04.100 --> 00:31:05.800 even when the teacher's not there. 00:31:07.760 --> 00:31:09.860 - Absolutely, that's such a good question. 00:31:09.860 --> 00:31:13.090 And I think I would say to start with anchoring. 00:31:13.090 --> 00:31:15.650 So to encourage them to set a timer for one minute 00:31:15.650 --> 00:31:19.410 after you teach them the exercise we did in the beginning. 00:31:19.410 --> 00:31:21.530 Using an anchor word like where it's, 00:31:21.530 --> 00:31:23.050 like breathing in, breathing out. 00:31:23.050 --> 00:31:26.090 Noting what they're feeling, coming back to their anchor. 00:31:26.090 --> 00:31:28.750 Just that simple practice is going 00:31:28.750 --> 00:31:31.700 to help them develop mindfulness as a trait, 00:31:31.700 --> 00:31:34.410 as a kind of default way of relating 00:31:34.410 --> 00:31:36.390 to their internal experiences. 00:31:36.390 --> 00:31:38.540 So if there was one, I would point out, 00:31:38.540 --> 00:31:40.130 I would say that one. 00:31:40.130 --> 00:31:43.250 Another one that we'll feature on the Facebook 00:31:43.250 --> 00:31:46.420 group is loving kindness practice. 00:31:46.420 --> 00:31:48.000 Or if your children are younger, 00:31:48.000 --> 00:31:49.810 you can call them friendly wishes. 00:31:49.810 --> 00:31:51.840 And that involves thinking about 00:31:51.840 --> 00:31:53.700 someone that you find easy to like, 00:31:53.700 --> 00:31:55.760 or love, a friend or loved one, 00:31:55.760 --> 00:31:57.090 and wishing them happiness, 00:31:57.090 --> 00:32:00.010 wishing them peace and wishing them health. 00:32:00.010 --> 00:32:05.010 And there's a practice for that and recordings 00:32:05.058 --> 00:32:07.840 so that they can practice it on their own. 00:32:07.840 --> 00:32:10.330 We also have a lot of material like that on the app. 00:32:10.330 --> 00:32:14.960 So kids can access it themselves and just press play, 00:32:14.960 --> 00:32:17.910 and be guided through those exercises. 00:32:17.910 --> 00:32:21.470 But I would say the anchoring practice and friendly wishes 00:32:21.470 --> 00:32:24.030 are two really good practices that kids, 00:32:24.030 --> 00:32:25.020 once they learn them, 00:32:25.020 --> 00:32:27.470 they do say that they practice them on their own. 00:32:28.800 --> 00:32:29.633 - [Jeremy] That's awesome, yeah. 00:32:29.633 --> 00:32:31.620 I'm so jealous in retrospect that I didn't 00:32:31.620 --> 00:32:32.900 learn this when I was at that age, 00:32:32.900 --> 00:32:33.870 'cause I feel like it's such 00:32:33.870 --> 00:32:35.373 a foundation for a great life. 00:32:37.180 --> 00:32:38.750 You know, sort of a companion question, 00:32:38.750 --> 00:32:41.320 very much speaking to the reality of 2020. 00:32:41.320 --> 00:32:44.582 Carol says, if a student wants to practice at home, 00:32:44.582 --> 00:32:46.670 but right now home is so chaotic, 00:32:46.670 --> 00:32:49.150 so noisy with all of the distractions 00:32:49.150 --> 00:32:50.900 that are facing us digitally, 00:32:50.900 --> 00:32:52.540 do you have any practical recommendations 00:32:52.540 --> 00:32:55.242 for how students can find that space in their home lives 00:32:55.242 --> 00:32:57.880 to really invest in this practice? 00:32:57.880 --> 00:32:59.040 - Absolutely, yeah. 00:32:59.040 --> 00:33:01.500 So I mean, one way, 00:33:01.500 --> 00:33:04.460 it might be really cold wherever you are, 00:33:04.460 --> 00:33:06.870 so outside might not be accessible, 00:33:06.870 --> 00:33:07.960 but if it is, you know, 00:33:07.960 --> 00:33:11.713 going outside and just starting the day with five senses. 00:33:12.590 --> 00:33:13.760 I do this myself, 00:33:13.760 --> 00:33:16.870 like I'll sit on my stairs outside and I close my eyes. 00:33:16.870 --> 00:33:18.660 I feel the sun on my face. 00:33:18.660 --> 00:33:20.140 I take in a deep breath, 00:33:20.140 --> 00:33:22.780 and I just tap into each one of my five senses 00:33:22.780 --> 00:33:24.240 and end with gratitude. 00:33:24.240 --> 00:33:25.500 I just say, I ask myself, 00:33:25.500 --> 00:33:27.377 what's one thing I'm grateful for? 00:33:27.377 --> 00:33:31.410 So that's a very easy accessible practice for them to do. 00:33:31.410 --> 00:33:33.350 And I think what I'm speaking to 00:33:33.350 --> 00:33:37.230 is the fact that it's important to emphasize 00:33:37.230 --> 00:33:40.200 to students that one minute is enough. 00:33:40.200 --> 00:33:41.300 You know, even if they're, 00:33:41.300 --> 00:33:43.190 it's a reset button, 00:33:43.190 --> 00:33:46.090 and it's a way of setting the tone for your day. 00:33:46.090 --> 00:33:48.090 So they don't need to carve out 00:33:48.090 --> 00:33:49.810 large periods of time or find, 00:33:49.810 --> 00:33:52.170 you know, an hour of quiet somewhere in their house. 00:33:52.170 --> 00:33:55.140 They can just find a little spot, you know, 00:33:55.140 --> 00:33:56.530 maybe even in their bed. 00:33:56.530 --> 00:33:58.530 Just sitting upright in their bed 00:33:58.530 --> 00:34:01.300 before they get up and start the rest of their day, 00:34:01.300 --> 00:34:04.805 to do one minute of breathing with a timer on their phone. 00:34:04.805 --> 00:34:08.580 Or even lying down before they fall asleep. 00:34:08.580 --> 00:34:12.620 A lot of kids use the app and guided 00:34:12.620 --> 00:34:14.380 meditation just to fall asleep, 00:34:14.380 --> 00:34:17.090 because their minds are so busy at the end of the day 00:34:17.090 --> 00:34:18.980 that it's incredibly difficult. 00:34:18.980 --> 00:34:20.640 So those are some recommendations. 00:34:20.640 --> 00:34:23.830 I think most kids have a bed of their own, 00:34:23.830 --> 00:34:27.330 and that's like a sacred space for them. 00:34:27.330 --> 00:34:29.810 So encouraging them to do practices in the morning 00:34:29.810 --> 00:34:33.193 or before they fall asleep can be really helpful for them. 00:34:34.150 --> 00:34:34.983 - [Jeremy] I love that. 00:34:34.983 --> 00:34:35.920 And I think that'll resonate. 00:34:35.920 --> 00:34:36.753 Oh, go ahead. 00:34:36.753 --> 00:34:37.586 Go ahead, Alice. 00:34:37.586 --> 00:34:38.419 My apologies. 00:34:38.419 --> 00:34:39.550 - I was just going to add, it's a such great suggestion. 00:34:39.550 --> 00:34:42.910 We see the sleep cast being used a lot by young people. 00:34:42.910 --> 00:34:44.450 And I think if, 00:34:44.450 --> 00:34:46.600 obviously the app is free for teachers. 00:34:46.600 --> 00:34:49.290 If any of your students want to access the content, 00:34:49.290 --> 00:34:51.120 there's a lot of free content on YouTube, 00:34:51.120 --> 00:34:52.490 as well as on the website which we've 00:34:52.490 --> 00:34:54.930 made available to everyone this year, 00:34:54.930 --> 00:34:56.410 especially since COVID hit. 00:34:56.410 --> 00:34:59.732 So there's plenty of free resources there as well 00:34:59.732 --> 00:35:01.980 even if they don't have access to the full app. 00:35:01.980 --> 00:35:03.000 So I would encouraged them to go 00:35:03.000 --> 00:35:05.233 to those other channels too. 00:35:06.070 --> 00:35:06.903 - [Jeremy] That's awesome. 00:35:06.903 --> 00:35:09.030 So the next couple of questions are about 00:35:09.030 --> 00:35:10.946 some of the resistance that educators have gotten 00:35:10.946 --> 00:35:14.290 trying to bring mindfulness into the classroom in the past. 00:35:14.290 --> 00:35:17.400 Mary and others have referred to the parental resistance, 00:35:17.400 --> 00:35:18.590 which sometimes is based in a 00:35:18.590 --> 00:35:20.050 religious sort of objection of, 00:35:20.050 --> 00:35:22.140 hey, doesn't this sort of go against 00:35:22.140 --> 00:35:23.500 my own spiritual beliefs? 00:35:23.500 --> 00:35:25.120 Is there a conflict there. 00:35:25.120 --> 00:35:27.420 Have you heard any kind of complaints about that 00:35:27.420 --> 00:35:29.060 from parents that you've worked with, 00:35:29.060 --> 00:35:32.200 and how can an educator do that delicate dance? 00:35:32.200 --> 00:35:33.450 - Such a great question. 00:35:33.450 --> 00:35:37.620 Yes actually, when I first started teaching it, 00:35:37.620 --> 00:35:39.040 I was just in schools. 00:35:39.040 --> 00:35:41.100 I was working for nonprofits and I was in schools, 00:35:41.100 --> 00:35:42.847 and I would just do it on the fly. 00:35:42.847 --> 00:35:43.840 I would say, okay, 00:35:43.840 --> 00:35:46.380 I see that these kids need emotional regulation skills, 00:35:46.380 --> 00:35:48.190 so I'm just going to do it. 00:35:48.190 --> 00:35:50.730 And one time I had a parent withdraw her child 00:35:50.730 --> 00:35:53.700 from my group because of what you just said, 00:35:53.700 --> 00:35:55.200 these religious reasons. 00:35:55.200 --> 00:35:59.060 She was worried that it was conflicting with her religion, 00:35:59.060 --> 00:36:01.820 and it brought up a lot of fear for her. 00:36:01.820 --> 00:36:03.490 At the time I didn't really know what to do. 00:36:03.490 --> 00:36:06.472 I was in my early twenties and I was very surprised 00:36:06.472 --> 00:36:09.218 that it was being viewed that way. 00:36:09.218 --> 00:36:10.402 But over time, 00:36:10.402 --> 00:36:12.780 I started to realize how it can 00:36:12.780 --> 00:36:15.510 be viewed in a threatening way. 00:36:15.510 --> 00:36:18.300 Like, this is conflicting with my religious practice. 00:36:18.300 --> 00:36:19.570 And a lot of religious practices 00:36:19.570 --> 00:36:23.440 have their own contemplative format, 00:36:23.440 --> 00:36:26.820 right, through prayer or in other ways. 00:36:26.820 --> 00:36:29.367 So what I would do now, I mean, 00:36:29.367 --> 00:36:31.550 if you can talk to parents, 00:36:31.550 --> 00:36:35.690 invite them to participate in in the practice, 00:36:35.690 --> 00:36:39.780 and kind of see it as a new experience with curiosity. 00:36:39.780 --> 00:36:41.630 Let them know that it's not a religion, 00:36:41.630 --> 00:36:43.027 that there's a lot of, 00:36:43.027 --> 00:36:45.085 and you might even provide them with the scientific 00:36:45.085 --> 00:36:47.780 research that you can find really easily. 00:36:47.780 --> 00:36:49.721 I mean, it's all over the internet. 00:36:49.721 --> 00:36:52.330 But bringing it back to the brain, you know, 00:36:52.330 --> 00:36:53.910 bringing it back to the neuroscience, 00:36:53.910 --> 00:36:56.730 and how this is helping their child with attention, 00:36:56.730 --> 00:36:59.063 and focus, and how secular it is. 00:37:00.350 --> 00:37:02.490 And that it, actually, 00:37:02.490 --> 00:37:04.350 I've told some people I've worked with who are, 00:37:04.350 --> 00:37:07.170 you know, devoutly Christian or devoutly Jewish, 00:37:07.170 --> 00:37:09.730 that these practices can actually enhance 00:37:09.730 --> 00:37:11.440 your connection to your religion. 00:37:11.440 --> 00:37:14.440 They can actually help you go deeper into prayer, 00:37:14.440 --> 00:37:17.544 or connect with readings or teachings 00:37:17.544 --> 00:37:21.624 that you find so deeply meaningful in your life. 00:37:21.624 --> 00:37:25.540 So those are just some suggestions of bridging that gap. 00:37:25.540 --> 00:37:27.790 You know, bringing in the science, 00:37:27.790 --> 00:37:32.560 inviting them to practice with you and with their child, 00:37:32.560 --> 00:37:35.875 and encouraging them to use it as a tool. 00:37:35.875 --> 00:37:39.078 And also reminding them that it's part of our, 00:37:39.078 --> 00:37:41.190 it's a natural capacity we all have. 00:37:41.190 --> 00:37:43.840 We're just strengthening that capacity with practice. 00:37:45.280 --> 00:37:46.410 - [Jeremy] I love that, well said. 00:37:46.410 --> 00:37:48.154 And I think the sort of flip side 00:37:48.154 --> 00:37:50.920 to that question is from the student perspective. 00:37:50.920 --> 00:37:52.550 I remember when I was a teacher, 00:37:52.550 --> 00:37:54.380 I would get lots of questions like, Mr. S, 00:37:54.380 --> 00:37:55.390 why do we have to learn this? 00:37:55.390 --> 00:37:56.850 Why does this matter? 00:37:56.850 --> 00:37:58.350 I can certainly imagine students asking 00:37:58.350 --> 00:38:00.490 those questions about mindfulness. 00:38:00.490 --> 00:38:01.860 Maybe if they're younger and they don't quite 00:38:01.860 --> 00:38:04.180 understand the neuroscience implications, 00:38:04.180 --> 00:38:05.580 what could you tell a student to get them 00:38:05.580 --> 00:38:07.950 really excited about this practice? 00:38:07.950 --> 00:38:10.015 - Yeah, so it depends on their age. 00:38:10.015 --> 00:38:12.970 With kids who are younger, they just want to play. 00:38:12.970 --> 00:38:15.460 So you can do more movement. 00:38:15.460 --> 00:38:17.470 There's a lot of like, you know, 00:38:17.470 --> 00:38:19.240 drumming or playing a song, 00:38:19.240 --> 00:38:20.290 like freeze dance. 00:38:20.290 --> 00:38:22.850 A lot of classic games that we were taught as kids 00:38:22.850 --> 00:38:26.320 work really well as a mindfulness teaching tool, 00:38:26.320 --> 00:38:28.010 like red light green light. 00:38:28.010 --> 00:38:32.730 Or what's the other one, I have Simon says I use a lot. 00:38:32.730 --> 00:38:34.310 And then we play Simon says, 00:38:34.310 --> 00:38:35.770 and then we talk about attention. 00:38:35.770 --> 00:38:37.317 And then I usually use the bell. 00:38:37.317 --> 00:38:38.920 So I'm not even really talking 00:38:38.920 --> 00:38:40.210 about the benefits with the kids, 00:38:40.210 --> 00:38:41.330 with little, little ones. 00:38:41.330 --> 00:38:44.110 I'm just kind of inviting them to play. 00:38:44.110 --> 00:38:45.720 And while we're playing, 00:38:45.720 --> 00:38:47.710 I'm talking a little bit about attention, 00:38:47.710 --> 00:38:51.020 and about dealing with hard feelings. 00:38:51.020 --> 00:38:51.923 With older kids, 00:38:51.923 --> 00:38:54.820 sometimes I'll read a list with their eyes closed. 00:38:54.820 --> 00:38:57.320 I'll have, I'll read a list of emotions, 00:38:57.320 --> 00:38:59.100 like anger, fear, 00:38:59.100 --> 00:39:01.570 embarrassment, judgment, 00:39:01.570 --> 00:39:03.880 and I'll ask them to just notice 00:39:03.880 --> 00:39:06.010 what happens as they hear those feelings. 00:39:06.010 --> 00:39:08.510 And some are positive, some are difficult feelings. 00:39:08.510 --> 00:39:10.190 And then when they open their eyes, 00:39:10.190 --> 00:39:12.040 I'll ask them what they noticed. 00:39:12.040 --> 00:39:13.750 How many of you had all those feelings 00:39:13.750 --> 00:39:15.490 at some point in your life? 00:39:15.490 --> 00:39:17.410 Or how many of you, like, 00:39:17.410 --> 00:39:19.647 what feeling really stuck out to you 00:39:19.647 --> 00:39:21.610 when I was reading that list? 00:39:21.610 --> 00:39:25.210 And this is a jumping off point to have a conversation 00:39:25.210 --> 00:39:27.913 about how mindfulness helps us deal with these 00:39:27.913 --> 00:39:32.913 incredibly big emotions that are arising in adolescents. 00:39:33.042 --> 00:39:35.800 I sometimes even tell teens that, like, 00:39:35.800 --> 00:39:36.900 a little bit about what's going on 00:39:36.900 --> 00:39:38.610 in their brain at that age, 00:39:38.610 --> 00:39:40.570 where their dopamine, 00:39:40.570 --> 00:39:42.440 their brain is is a lot more susceptible 00:39:42.440 --> 00:39:43.660 to the effects of dopamine. 00:39:43.660 --> 00:39:44.890 So their highs are higher, 00:39:44.890 --> 00:39:48.960 their lows are lower than adults over 26. 00:39:48.960 --> 00:39:50.220 And just knowing, 00:39:50.220 --> 00:39:52.930 empowering them with that knowledge I find so important. 00:39:52.930 --> 00:39:53.930 You know, as teens, 00:39:53.930 --> 00:39:55.060 we had health class. 00:39:55.060 --> 00:39:56.930 Mine was not great. (laughs quickly) 00:39:56.930 --> 00:39:59.880 I don't think I remember or really retained anything, 00:39:59.880 --> 00:40:03.290 but we feel this responsibility as teachers and adults 00:40:03.290 --> 00:40:05.560 to educate students about their brain, 00:40:05.560 --> 00:40:06.780 about their body. 00:40:06.780 --> 00:40:08.120 But I think the brain, 00:40:08.120 --> 00:40:11.780 regarding when it pertains to emotional regulation, 00:40:11.780 --> 00:40:13.717 largely gets neglected. 00:40:13.717 --> 00:40:17.140 So I would say empower them with that knowledge 00:40:18.340 --> 00:40:20.870 and also come back to the emotion, 00:40:20.870 --> 00:40:23.080 and come back to the, um, 00:40:23.080 --> 00:40:26.490 a lot of students can relate to the difficulty 00:40:26.490 --> 00:40:28.060 in handling difficult emotions. 00:40:28.060 --> 00:40:32.254 And they'll find a purpose and a connection to the practice 00:40:32.254 --> 00:40:34.053 as it helps them in that regard. 00:40:35.810 --> 00:40:36.850 - [Jeremy] Awesome. 00:40:36.850 --> 00:40:39.520 I know that ratatouille is getting very crisp in the oven, 00:40:39.520 --> 00:40:42.662 so let me finish up with one final, very 2020 question. 00:40:42.662 --> 00:40:45.059 Which of course is Kimberly asking, 00:40:45.059 --> 00:40:48.630 any tips for implementing all of this effectively, 00:40:48.630 --> 00:40:51.400 especially in a remote or online learning environment. 00:40:51.400 --> 00:40:52.597 I can imagine how challenging 00:40:52.597 --> 00:40:54.818 this might feel even in person, 00:40:54.818 --> 00:40:58.320 but with this extra barrier between myself and my students, 00:40:58.320 --> 00:41:01.670 how do I cross that divide and really make this land? 00:41:01.670 --> 00:41:03.070 - That's a great question. 00:41:03.070 --> 00:41:04.290 So actually, that was on one of our 00:41:04.290 --> 00:41:05.270 slides that we didn't get to, 00:41:05.270 --> 00:41:09.100 but it's important to have a ritual so that kids expect, 00:41:09.100 --> 00:41:10.030 okay, Fridays, 00:41:10.030 --> 00:41:12.040 we're going to do a minute of mindfulness, 00:41:12.040 --> 00:41:13.710 or mindful Mondays, 00:41:13.710 --> 00:41:16.500 so that you have something realistic. 00:41:16.500 --> 00:41:18.850 And you don't want to kind of overwhelm yourself with 00:41:18.850 --> 00:41:20.540 every day we're going to do a practice, 00:41:20.540 --> 00:41:22.510 and then you're stressing out to find 00:41:22.510 --> 00:41:25.290 new and interesting material every day. 00:41:25.290 --> 00:41:26.950 So I would say start out small, 00:41:26.950 --> 00:41:29.290 so that it's realistic for you. 00:41:29.290 --> 00:41:30.645 Have a little plan in place, 00:41:30.645 --> 00:41:31.997 so that you know what you're doing 00:41:31.997 --> 00:41:33.995 and what your plan is for the week. 00:41:33.995 --> 00:41:36.200 And then you can use resources. 00:41:36.200 --> 00:41:37.650 Again, on the app we have, 00:41:37.650 --> 00:41:40.150 or even on YouTube, you can just type in Headspace, 00:41:40.150 --> 00:41:42.370 and then you'll get these great videos. 00:41:42.370 --> 00:41:46.210 You can go through the videos and choose ones that you like, 00:41:46.210 --> 00:41:47.680 that resonate with you. 00:41:47.680 --> 00:41:49.340 And then use it as, like, 00:41:49.340 --> 00:41:52.770 maybe carve out 10 minutes in your class time online, 00:41:52.770 --> 00:41:54.160 watch the video together, 00:41:54.160 --> 00:41:57.350 and then have your students be able to share 00:41:57.350 --> 00:41:59.520 what came up for them while they watched the video. 00:41:59.520 --> 00:42:00.710 What resonated with them. 00:42:00.710 --> 00:42:03.813 So then it's already pre-prepared for you, 00:42:04.714 --> 00:42:06.210 that lesson and that theme, 00:42:06.210 --> 00:42:07.550 and you don't feel like you have to create 00:42:07.550 --> 00:42:10.440 more material and more stress on you for that, 00:42:10.440 --> 00:42:13.080 because that's, I think all of us, 00:42:13.080 --> 00:42:15.010 just none of us need that right now. 00:42:15.010 --> 00:42:16.284 We want it to be fun. 00:42:16.284 --> 00:42:19.090 We want it to be a relief for us too. 00:42:19.090 --> 00:42:22.370 That when we show that video or when we offer a practice, 00:42:22.370 --> 00:42:24.120 that it's something we need as well. 00:42:24.120 --> 00:42:28.030 It bridges this gap between adults and children, 00:42:28.030 --> 00:42:30.030 adults, or teacher and student. 00:42:30.030 --> 00:42:31.630 And it helps bring us together 00:42:31.630 --> 00:42:33.830 as we realize we all need this pause. 00:42:33.830 --> 00:42:38.830 We all need this ritual in our week. 00:42:40.470 --> 00:42:41.736 - [Jeremy] Wow, I love that. 00:42:41.736 --> 00:42:44.690 I think I'll actually give Danielle the last word here. 00:42:44.690 --> 00:42:46.950 She says, thank you so much for your time, 00:42:46.950 --> 00:42:48.610 and creating this lovely space. 00:42:48.610 --> 00:42:50.640 I can't wait to use 'stop' with my students. 00:42:50.640 --> 00:42:52.070 And I saw so many other comments 00:42:52.070 --> 00:42:53.760 like that throughout the session. 00:42:53.760 --> 00:42:55.440 So I know there's going to be a lot 00:42:55.440 --> 00:42:57.580 of more mindful classrooms and students, 00:42:57.580 --> 00:42:59.840 and educators, starting tomorrow morning. 00:42:59.840 --> 00:43:02.870 So on behalf of the entire Khan community, 00:43:02.870 --> 00:43:04.520 I want to thank the full Headspace team. 00:43:04.520 --> 00:43:05.353 Sam, Alice, 00:43:05.353 --> 00:43:07.280 Leno has been running the slides behind the scenes, 00:43:07.280 --> 00:43:09.150 for making this possible. 00:43:09.150 --> 00:43:11.910 Thank you for the swag bags which we'll announce after this. 00:43:11.910 --> 00:43:13.730 And thank you for Headspace for Educators, 00:43:13.730 --> 00:43:17.108 which as you mentioned is free at headspace.com/educators. 00:43:17.108 --> 00:43:20.130 One last little request of all the audience members 00:43:20.130 --> 00:43:21.990 before we go back to our ratatouille, 00:43:21.990 --> 00:43:23.860 is you will get a three question survey 00:43:23.860 --> 00:43:25.730 that pops up right after the session. 00:43:25.730 --> 00:43:27.919 Please let us know what you thought, what was useful. 00:43:27.919 --> 00:43:29.470 And if you'd like to have Headspace 00:43:29.470 --> 00:43:30.800 come back and do other sessions, 00:43:30.800 --> 00:43:32.060 let us know as well, 00:43:32.060 --> 00:43:34.610 because we can always use that for future programming. 00:43:34.610 --> 00:43:35.740 That being said, 00:43:35.740 --> 00:43:37.870 a huge thank you to everyone for investing 00:43:37.870 --> 00:43:39.610 your scarce time with us tonight. 00:43:39.610 --> 00:43:41.057 Hope it was well worth your while. 00:43:41.057 --> 00:43:42.130 And thank you, Sam, 00:43:42.130 --> 00:43:43.150 Alice, and Leno, 00:43:43.150 --> 00:43:45.390 for sharing your expertise and your wisdom 00:43:45.390 --> 00:43:46.540 across the country. 00:43:46.540 --> 00:43:48.210 Thank you all so much. 00:43:48.210 --> 00:43:49.870 - Thank you, Jeremy. 00:43:49.870 --> 00:43:51.033 - Thank you, Jeremy. 00:43:52.000 --> 00:43:53.050 - [Jeremy] Night all.
Worked example: Balancing a simple redox equation
https://www.youtube.com/watch?v=MxjCto0BYd4
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https://www.youtube.com/api/timedtext?v=MxjCto0BYd4&ei=7lWUZYPqNdSQvdIP0-O5wAI&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=6B3FA907650AC4AEBBE444C06489B8DC5D94987B.7EDFA14E9ADB4FCCC2B4130E6BD50C7B6CCBDBEA&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:01.440 --> 00:00:04.710 - [Instructor] So what we have here is a redox reaction. 00:00:04.710 --> 00:00:07.350 Things are getting oxidized and reduced, 00:00:07.350 --> 00:00:08.710 thus the name redox, 00:00:08.710 --> 00:00:11.630 but we wanna balance this redox reaction. 00:00:11.630 --> 00:00:14.820 And when we talk about balancing a redox reaction, 00:00:14.820 --> 00:00:17.930 we want to make sure we conserve mass 00:00:17.930 --> 00:00:20.810 and charge on both sides of this reaction. 00:00:20.810 --> 00:00:22.320 So how do we do that? 00:00:22.320 --> 00:00:25.890 Well, the first step is to assign oxidation numbers 00:00:25.890 --> 00:00:29.580 or oxidation states to each of the constituent elements 00:00:29.580 --> 00:00:31.800 on either side of the reaction. 00:00:31.800 --> 00:00:33.380 Then we'll know who's getting oxidized 00:00:33.380 --> 00:00:34.450 and who's getting reduced. 00:00:34.450 --> 00:00:36.420 And then we can set up the half reactions 00:00:36.420 --> 00:00:38.380 which we can then balance. 00:00:38.380 --> 00:00:41.620 All right, so let's first look at this aluminum 00:00:41.620 --> 00:00:42.710 right over here. 00:00:42.710 --> 00:00:47.430 It has an oxidation state or an oxidation number of zero. 00:00:47.430 --> 00:00:49.970 It's just aluminum by itself. 00:00:49.970 --> 00:00:52.140 And then we can go to this hydrogen. 00:00:52.140 --> 00:00:54.500 This is really just a proton right over here. 00:00:54.500 --> 00:00:56.680 It has a plus one charge. 00:00:56.680 --> 00:00:59.510 And so it's hypothetical charge, you could say. 00:00:59.510 --> 00:01:01.130 Well, that would be plus one as well, 00:01:01.130 --> 00:01:04.440 which would be its oxidation number or its oxidation state. 00:01:04.440 --> 00:01:08.070 And then when we get onto the right side of this reaction, 00:01:08.070 --> 00:01:13.070 we see that the aluminum now has a positive three charge. 00:01:13.280 --> 00:01:17.070 So its oxidation number would also be positive three. 00:01:17.070 --> 00:01:19.520 And we can see here that the hydrogen, 00:01:19.520 --> 00:01:20.920 and actually now we have two, 00:01:20.920 --> 00:01:22.660 so we're gonna have to deal with that later on, 00:01:22.660 --> 00:01:23.840 we only have one here. 00:01:23.840 --> 00:01:26.090 But now each of these hydrogens 00:01:26.090 --> 00:01:28.110 have an oxidation number of zero. 00:01:28.110 --> 00:01:31.560 They're not taking up electrons or giving away electrons. 00:01:31.560 --> 00:01:35.430 You just have two hydrogens bonded to each other. 00:01:35.430 --> 00:01:37.860 All right, so now that we've assigned oxidation numbers, 00:01:37.860 --> 00:01:39.660 we can figure out who's getting oxidized 00:01:39.660 --> 00:01:41.700 and who is getting reduced. 00:01:41.700 --> 00:01:43.540 So if you look at the aluminum, 00:01:43.540 --> 00:01:46.310 aluminum goes from an oxidation number of zero 00:01:46.310 --> 00:01:48.510 to plus three. 00:01:48.510 --> 00:01:51.810 So if your oxidation number is increasing, 00:01:51.810 --> 00:01:54.610 that means you're getting oxidized. 00:01:54.610 --> 00:01:55.760 Oxidized. 00:01:55.760 --> 00:01:57.630 You might also remember OILRIG, 00:01:57.630 --> 00:02:00.400 oxidation is losing electrons. 00:02:00.400 --> 00:02:01.420 Because you're losing electrons, 00:02:01.420 --> 00:02:03.040 you're having a more positive charge. 00:02:03.040 --> 00:02:04.500 But your oxidation number is going up, 00:02:04.500 --> 00:02:06.060 so you're getting oxidized. 00:02:06.060 --> 00:02:08.890 And if you look at the hydrogen, 00:02:08.890 --> 00:02:12.590 we're going from a plus one to a zero. 00:02:12.590 --> 00:02:15.080 If your oxidation number is reducing, 00:02:15.080 --> 00:02:17.160 you are being reduced. 00:02:17.160 --> 00:02:19.610 So reduced. 00:02:19.610 --> 00:02:22.700 So now let's set up both of the half reactions, 00:02:22.700 --> 00:02:25.260 the oxidized half reaction for aluminum 00:02:25.260 --> 00:02:27.623 and then the reduction for hydrogen. 00:02:28.600 --> 00:02:30.650 So first, for the aluminum, 00:02:30.650 --> 00:02:33.930 we have an aluminum solid and its half reaction. 00:02:33.930 --> 00:02:38.930 It is going to now a form of aluminum 00:02:40.290 --> 00:02:45.253 with a plus three charge in an aqueous state. 00:02:46.190 --> 00:02:48.170 So let's first balance this 00:02:48.170 --> 00:02:50.320 for just the number of aluminums we have. 00:02:50.320 --> 00:02:53.770 We have one aluminum on the left, one aluminum on the right. 00:02:53.770 --> 00:02:55.470 So that seems balanced. 00:02:55.470 --> 00:02:58.110 Now let's try to balance it for charge. 00:02:58.110 --> 00:03:00.100 So we have no charge here. 00:03:00.100 --> 00:03:02.510 So we should have a total of no charge on the right 00:03:02.510 --> 00:03:04.280 but we have plus three here. 00:03:04.280 --> 00:03:07.560 And so what we need to do is add some electrons. 00:03:07.560 --> 00:03:12.330 So let me add three electrons right over here 00:03:12.330 --> 00:03:13.520 and there we have it. 00:03:13.520 --> 00:03:15.940 We have balanced it for charge. 00:03:15.940 --> 00:03:19.920 And now let's think about the hydrogen. 00:03:19.920 --> 00:03:22.113 So if we take, 00:03:23.430 --> 00:03:25.650 we have a proton on the left. 00:03:25.650 --> 00:03:27.050 Let me just do it like this. 00:03:28.370 --> 00:03:30.900 And it's an aqueous solution. 00:03:30.900 --> 00:03:32.590 And then on the right, 00:03:32.590 --> 00:03:36.170 we just have hydrogen molecules, neutral hydrogen molecules. 00:03:36.170 --> 00:03:39.720 And so first, let us balance it for the number of hydrogens. 00:03:39.720 --> 00:03:41.960 We have two on the right, one on the left. 00:03:41.960 --> 00:03:44.490 So we're gonna have to put a two right over here. 00:03:44.490 --> 00:03:47.040 So we've balanced for the number of hydrogens 00:03:47.040 --> 00:03:50.520 and now let's balance for charge. 00:03:50.520 --> 00:03:51.610 So let's see. 00:03:51.610 --> 00:03:54.780 On the right-hand side, we have no net charge 00:03:54.780 --> 00:03:56.340 while on the left-hand side, right over here, 00:03:56.340 --> 00:03:58.870 we have a positive two net charge. 00:03:58.870 --> 00:04:00.390 So in order to balance this, 00:04:00.390 --> 00:04:04.770 I have to put two electrons on the left-hand side. 00:04:04.770 --> 00:04:06.420 So let me do that here. 00:04:06.420 --> 00:04:09.390 So two electrons, I'm gonna add over here. 00:04:09.390 --> 00:04:12.510 And now it looks like it is balanced for charge. 00:04:12.510 --> 00:04:14.830 Now, the next thing we wanna do 00:04:14.830 --> 00:04:19.280 is we want to balance the number of electrons 00:04:19.280 --> 00:04:21.370 that we have on the right-hand side 00:04:21.370 --> 00:04:24.290 and on the left-hand side in these half reactions. 00:04:24.290 --> 00:04:26.370 And so how can you do that? 00:04:26.370 --> 00:04:29.330 Let's see, you have three here and you have two here. 00:04:29.330 --> 00:04:31.760 The least common multiple, involving a little bit 00:04:31.760 --> 00:04:34.220 of your elementary school mathematics here 00:04:34.220 --> 00:04:36.310 of three and two is six. 00:04:36.310 --> 00:04:38.210 So we can get these both to six. 00:04:38.210 --> 00:04:39.483 And how could we do that? 00:04:40.420 --> 00:04:45.070 Well, we could multiply this top half reaction by two. 00:04:45.070 --> 00:04:46.560 So let me do that. 00:04:46.560 --> 00:04:49.580 So if I multiply this top half reaction by two, 00:04:49.580 --> 00:04:52.883 and if I multiply this bottom half reaction by three. 00:04:53.900 --> 00:04:54.830 Why does that work? 00:04:54.830 --> 00:04:56.780 Well, two times three electrons 00:04:56.780 --> 00:04:58.090 is gonna give us six electrons. 00:04:58.090 --> 00:05:01.290 Three times two electrons is going to get us six electrons. 00:05:01.290 --> 00:05:03.460 And so let me now rewrite this. 00:05:03.460 --> 00:05:07.070 So if I multiply by two, we're gonna have two aluminums. 00:05:07.070 --> 00:05:11.780 So we're gonna have two aluminums, the solid state. 00:05:11.780 --> 00:05:15.020 And then on the right hand side of this half reaction, 00:05:15.020 --> 00:05:16.750 I'm multiplying everything by two. 00:05:16.750 --> 00:05:21.750 So now I have two aluminums plus three in aqueous solution. 00:05:23.060 --> 00:05:26.010 And then I'm multiplying these electrons by two as well. 00:05:26.010 --> 00:05:28.920 So plus six electrons. 00:05:28.920 --> 00:05:30.270 And now let me do this down here. 00:05:30.270 --> 00:05:31.900 Three times two electrons, 00:05:31.900 --> 00:05:35.990 that is going to give us six electrons. 00:05:35.990 --> 00:05:39.060 And then I'm going to multiply this three times this two. 00:05:39.060 --> 00:05:41.640 So that's gonna give us six hydrogen protons, 00:05:41.640 --> 00:05:42.960 I guess I could say. 00:05:42.960 --> 00:05:46.910 So plus six hydrogen protons 00:05:46.910 --> 00:05:49.540 that are in an aqueous solution. 00:05:49.540 --> 00:05:52.920 And then on the right hand side, if I multiplied by three, 00:05:52.920 --> 00:05:56.120 I have three hydrogen molecules, 00:05:56.120 --> 00:05:58.380 each of them with two hydrogen atoms. 00:05:58.380 --> 00:06:00.750 And so now I have balanced 00:06:00.750 --> 00:06:03.340 the number of electrons on both sides. 00:06:03.340 --> 00:06:06.070 And now I'm gonna add these two half reactions. 00:06:06.070 --> 00:06:08.870 And if I add the two half reactions, what do I get? 00:06:08.870 --> 00:06:10.820 And let me do it down here. 00:06:10.820 --> 00:06:13.630 So on the left-hand side, I'm just going to add up 00:06:13.630 --> 00:06:15.790 all of this stuff right over here. 00:06:15.790 --> 00:06:20.790 So I'm gonna get six electrons plus two aluminums, 00:06:23.350 --> 00:06:28.350 plus six hydrogen protons, plus six hydrogen protons. 00:06:30.070 --> 00:06:32.330 And then on the right-hand side, 00:06:32.330 --> 00:06:36.560 I am going to add up all of this stuff. 00:06:36.560 --> 00:06:39.250 So I have those two aluminums, 00:06:39.250 --> 00:06:43.870 now with a plus three charge in an aqueous solution. 00:06:43.870 --> 00:06:47.100 I'm going to have the three hydrogens, 00:06:47.100 --> 00:06:48.960 three hydrogen molecules I should say. 00:06:48.960 --> 00:06:50.630 There's actually six hydrogens here. 00:06:50.630 --> 00:06:52.760 And then I have the six electrons, 00:06:52.760 --> 00:06:54.510 plus six electrons. 00:06:54.510 --> 00:06:56.180 And I have six electrons on the left, 00:06:56.180 --> 00:06:57.300 six electrons on the right. 00:06:57.300 --> 00:06:59.570 I could cancel those out. 00:06:59.570 --> 00:07:04.570 And then what I have here is our balanced redox reaction. 00:07:04.830 --> 00:07:08.680 Balanced for both mass and charge. 00:07:08.680 --> 00:07:10.173 And we are done.
Worked example: Using oxidation numbers to identify oxidation and reduction
https://www.youtube.com/watch?v=CsgVO0ldmQs
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https://www.youtube.com/api/timedtext?v=CsgVO0ldmQs&ei=7lWUZdyQLsPCp-oP8quxoAc&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=1CB47FC76F2E200D8685A0D5065CDC4415E4E497.223294F5A390ADA8CFED235E296BCAF76006939B&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.230 --> 00:00:02.370 - [Instructor] What we have here is a reaction 00:00:02.370 --> 00:00:06.500 that involves iodine, manganese, oxygen, and hydrogen. 00:00:06.500 --> 00:00:08.460 And what we wanna do in this video 00:00:08.460 --> 00:00:11.410 is think about which of the elements are being oxidized 00:00:11.410 --> 00:00:13.750 in this reaction and which of the elements 00:00:13.750 --> 00:00:16.630 are being reduced in this reaction. 00:00:16.630 --> 00:00:19.000 And pause this video and see if you can figure that out 00:00:19.000 --> 00:00:21.023 before we work through it together. 00:00:22.090 --> 00:00:24.140 All right, now let's work through it together. 00:00:24.140 --> 00:00:26.470 And the way that I will tackle it, 00:00:26.470 --> 00:00:29.470 and you might have tackled it or I suggest you tackle it, 00:00:29.470 --> 00:00:32.490 is to figure out the oxidation numbers 00:00:32.490 --> 00:00:35.360 for each of the elements as we go into the reaction, 00:00:35.360 --> 00:00:37.090 as they are entering the action 00:00:37.090 --> 00:00:39.070 and as they are exiting the reaction, 00:00:39.070 --> 00:00:43.490 or I guess you could say on either side of the reaction. 00:00:43.490 --> 00:00:47.460 So first, let's look at this iodine right over here. 00:00:47.460 --> 00:00:51.150 Well, each iodine has a negative one charge. 00:00:51.150 --> 00:00:54.180 And so it's quote hypothetical charge, 00:00:54.180 --> 00:00:56.270 which isn't so hypothetical in this case, 00:00:56.270 --> 00:01:01.270 which would be its oxidation number is negative one. 00:01:01.440 --> 00:01:03.890 Now let's move over to this permanganate ion 00:01:03.890 --> 00:01:05.430 right over here. 00:01:05.430 --> 00:01:07.270 Now this one's a little bit more involved 00:01:07.270 --> 00:01:09.480 to figure out the oxidation numbers. 00:01:09.480 --> 00:01:11.510 But what we generally remember 00:01:11.510 --> 00:01:14.980 is that oxygen is quite electronegative. 00:01:14.980 --> 00:01:18.150 It is likely to hog two electrons and when we think 00:01:18.150 --> 00:01:21.310 about hypothetical charge with oxidation numbers, 00:01:21.310 --> 00:01:26.010 oxygen is going to have eight negative two oxidation number 00:01:26.010 --> 00:01:29.430 because it likes to hog those two extra electrons. 00:01:29.430 --> 00:01:31.730 And so if each of these four oxygens 00:01:31.730 --> 00:01:34.880 has a hypothetical charge of negative two, 00:01:34.880 --> 00:01:37.720 that would be negative eight total 00:01:37.720 --> 00:01:41.560 and we see that this entire ion has a negative one charge. 00:01:41.560 --> 00:01:44.440 So that means that the manganese 00:01:44.440 --> 00:01:46.350 has to have a hypothetical charge, 00:01:46.350 --> 00:01:50.880 an oxidation number of plus seven. 00:01:50.880 --> 00:01:52.490 So I just wanna review that one again 00:01:52.490 --> 00:01:54.240 because this is a little bit involved. 00:01:54.240 --> 00:01:56.900 We said oxygen, we're gonna go with the negative two 00:01:56.900 --> 00:01:59.720 'cause it likes to hog two electrons. 00:01:59.720 --> 00:02:00.930 We have four of them. 00:02:00.930 --> 00:02:02.160 So if you add all that together, 00:02:02.160 --> 00:02:03.600 you're at negative eight 00:02:03.600 --> 00:02:05.920 and the whole ion has a negative one. 00:02:05.920 --> 00:02:08.680 So what plus a negative eight is going to be negative one? 00:02:08.680 --> 00:02:11.180 Well, positive seven. 00:02:11.180 --> 00:02:14.150 And so that's manganese's oxidation number 00:02:14.150 --> 00:02:17.530 as we enter into the reaction on this side of the reaction. 00:02:17.530 --> 00:02:21.540 And then let's look at the water. 00:02:21.540 --> 00:02:23.860 Well, water, both the hydrogen and oxygen, 00:02:23.860 --> 00:02:25.650 these are ones you'll see a lot. 00:02:25.650 --> 00:02:27.490 This oxygen is going to have 00:02:27.490 --> 00:02:29.280 a negative two oxidation number 00:02:29.280 --> 00:02:31.580 and each of those hydrogen atoms 00:02:31.580 --> 00:02:34.870 are going to have a plus one oxidation number 00:02:34.870 --> 00:02:37.110 because in that water molecule. 00:02:37.110 --> 00:02:39.170 We know that the oxygen hogs the electrons, 00:02:39.170 --> 00:02:40.600 these are covalent bonds. 00:02:40.600 --> 00:02:44.570 But if we had to assign kind of a hypothetical charge 00:02:44.570 --> 00:02:45.940 where we said, all right, well, 00:02:45.940 --> 00:02:48.820 let's just say the oxygen takes those two electrons 00:02:48.820 --> 00:02:51.010 and each of those hydrogens will lose an electron 00:02:51.010 --> 00:02:53.560 and have a plus one oxidation number. 00:02:53.560 --> 00:02:56.960 Now let's look at the right-hand side of this reaction. 00:02:56.960 --> 00:02:59.690 What's going on with these iodines here? 00:02:59.690 --> 00:03:01.800 Well, in this iodine molecule, 00:03:01.800 --> 00:03:04.090 they aren't gaining or losing electrons, 00:03:04.090 --> 00:03:07.840 so your oxidation number is zero. 00:03:07.840 --> 00:03:11.363 Then let's move on to the next compound. 00:03:12.300 --> 00:03:13.520 Each of these oxygens 00:03:13.520 --> 00:03:16.670 have an oxidation number of negative two. 00:03:16.670 --> 00:03:19.680 And so what would be manganese's oxidation number? 00:03:19.680 --> 00:03:21.480 Well, the compound is neutral. 00:03:21.480 --> 00:03:24.540 Two oxygens at negative two is gonna be negative four. 00:03:24.540 --> 00:03:25.390 So in order to be neutral, 00:03:25.390 --> 00:03:27.630 the manganese must be at plus four, 00:03:27.630 --> 00:03:30.400 an oxidation number of plus four. 00:03:30.400 --> 00:03:32.860 And then last but not least, 00:03:32.860 --> 00:03:37.180 if we look at these hydroxide anions, 00:03:37.180 --> 00:03:38.730 each of the oxygen is going to have 00:03:38.730 --> 00:03:41.040 a negative two oxidation number. 00:03:41.040 --> 00:03:43.530 And then the hydrogen is going to have a plus one 00:03:43.530 --> 00:03:45.040 and we can confirm that that makes sense. 00:03:45.040 --> 00:03:48.650 Negative two plus one is going to be negative one 00:03:48.650 --> 00:03:51.280 for each of these ions. 00:03:51.280 --> 00:03:53.750 So now, let's just think about who's been oxidized 00:03:53.750 --> 00:03:55.060 and who's been reduced. 00:03:55.060 --> 00:03:59.700 And remember, oxidation is losing electrons. 00:03:59.700 --> 00:04:03.200 Oil rig, reduction is gaining electrons, 00:04:03.200 --> 00:04:07.180 or reduction is a reduction in the oxidation number. 00:04:07.180 --> 00:04:10.300 So first, let's look at the iodine. 00:04:10.300 --> 00:04:14.913 We go from an oxidation number of negative one to zero. 00:04:15.890 --> 00:04:20.310 So to go from an oxidation number of negative one to zero, 00:04:20.310 --> 00:04:23.100 you need to lose electrons. 00:04:23.100 --> 00:04:25.690 So it has been oxidized. 00:04:25.690 --> 00:04:27.340 Oxidized. 00:04:27.340 --> 00:04:28.220 Let me write that down. 00:04:28.220 --> 00:04:31.370 The iodine has been oxidized. 00:04:31.370 --> 00:04:33.560 Now let's look at the manganese. 00:04:33.560 --> 00:04:37.060 We go from a plus seven to a plus four. 00:04:37.060 --> 00:04:39.900 Our oxidation number has gone down. 00:04:39.900 --> 00:04:42.063 It has been reduced. 00:04:44.030 --> 00:04:45.840 Now let's look at the oxygen. 00:04:45.840 --> 00:04:49.010 Well, everywhere, the oxygen has an oxidation number 00:04:49.010 --> 00:04:51.650 of negative two, so nothing there. 00:04:51.650 --> 00:04:53.710 And then same thing for the hydrogens. 00:04:53.710 --> 00:04:56.690 Plus one on both sides, so nothing there. 00:04:56.690 --> 00:04:58.590 So the iodine has been oxidized 00:04:58.590 --> 00:05:01.203 and the manganese has been reduced.
Worked example: Relating reaction stoichiometry and the ideal gas law
https://www.youtube.com/watch?v=FRNTJmqMko8
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WEBVTT Kind: captions Language: en 00:00:00.000 --> 00:00:01.460 - [Instructor] So we're told that silver oxide 00:00:01.460 --> 00:00:04.260 decomposes according to the following equation. 00:00:04.260 --> 00:00:06.070 So for every two moles of silver oxide 00:00:06.070 --> 00:00:08.940 it decomposes into four moles of silver 00:00:08.940 --> 00:00:11.764 and one mole of molecular oxygen. 00:00:11.764 --> 00:00:15.670 How many grams of silver oxide are required to produce 00:00:15.670 --> 00:00:19.640 1.50 liters of oxygen gas 00:00:19.640 --> 00:00:23.690 at 1.22 atmospheres and 30 degrees Celsius? 00:00:23.690 --> 00:00:25.440 So I want you to pause this video 00:00:25.440 --> 00:00:26.740 and see if you can figure this out. 00:00:26.740 --> 00:00:28.530 And I'll give you a little bit of a hint. 00:00:28.530 --> 00:00:31.310 So you're used to saying, well, if I know how many moles 00:00:31.310 --> 00:00:33.710 of oxygen I need to produce, 00:00:33.710 --> 00:00:36.910 then I need twice as many moles of silver oxide 00:00:36.910 --> 00:00:38.870 because the ratio of moles of silver oxide 00:00:38.870 --> 00:00:41.440 to molecular oxygen is two to one. 00:00:41.440 --> 00:00:43.670 But they don't tell us how many moles 00:00:43.670 --> 00:00:45.620 of molecular oxygen we're producing. 00:00:45.620 --> 00:00:48.450 They give us volume and pressure and temperature. 00:00:48.450 --> 00:00:51.270 But a little bit of a hint is the ideal gas law. 00:00:51.270 --> 00:00:56.060 It tells us that PV is equal to NRT. 00:00:56.060 --> 00:00:57.330 And if we solve for N, 00:00:57.330 --> 00:00:59.060 remember N is just the number of moles. 00:00:59.060 --> 00:01:01.360 So we divide both sides by RT. 00:01:01.360 --> 00:01:06.290 We get PV over RT is equal to N. 00:01:06.290 --> 00:01:08.900 And it looks like they gave us all of this stuff. 00:01:08.900 --> 00:01:11.130 The pressure is right over here. 00:01:11.130 --> 00:01:13.820 The volume is right over here. 00:01:13.820 --> 00:01:16.380 The ideal gas constant, we can look that up, 00:01:16.380 --> 00:01:18.120 and then temperature, we just have to convert 00:01:18.120 --> 00:01:21.110 this right over here into Kelvin. 00:01:21.110 --> 00:01:22.500 And to help you there, 00:01:22.500 --> 00:01:26.320 I will give you some of the constants and the conversions. 00:01:26.320 --> 00:01:28.863 And so see if you can have a go at this now. 00:01:29.740 --> 00:01:32.520 All right, now let's work through this together. 00:01:32.520 --> 00:01:35.960 So the number of moles of oxygen 00:01:35.960 --> 00:01:39.630 is going to be equal to the pressure of our oxygen. 00:01:39.630 --> 00:01:44.320 So 1.22 atmospheres 00:01:44.320 --> 00:01:46.160 times the volume of oxygen, 00:01:46.160 --> 00:01:49.970 times 1.50 liters 00:01:49.970 --> 00:01:52.520 divided by the ideal gas constant. 00:01:52.520 --> 00:01:54.100 And we have to use the right one 00:01:54.100 --> 00:01:57.260 that is going to deal with atmospheres, liters and Kelvin. 00:01:57.260 --> 00:02:01.290 So if we're dealing with atmospheres, liters and Kelvin, 00:02:01.290 --> 00:02:04.960 then we'll use this ideal gas constant right over here. 00:02:04.960 --> 00:02:06.953 So divided by 0.08206. 00:02:10.180 --> 00:02:11.130 I'll write the units here. 00:02:11.130 --> 00:02:13.763 Liters, atmospheres, 00:02:15.370 --> 00:02:18.340 divided by moles, 00:02:18.340 --> 00:02:21.330 and also divided by Kelvin. 00:02:21.330 --> 00:02:23.070 So this is our ideal gas constant, 00:02:23.070 --> 00:02:24.850 and then we're going to multiply that 00:02:24.850 --> 00:02:27.960 times the temperature in Kelvin. 00:02:27.960 --> 00:02:30.130 Now they only gave us two significant figures here. 00:02:30.130 --> 00:02:31.700 They're only going to the ones place. 00:02:31.700 --> 00:02:33.530 So let's only go only go to the ones place 00:02:33.530 --> 00:02:34.950 when we convert to Kelvin. 00:02:34.950 --> 00:02:37.700 So let's just add 273 to this. 00:02:37.700 --> 00:02:40.290 So this is going to be times 303 Kelvin. 00:02:43.420 --> 00:02:45.010 And let's make sure the units work out. 00:02:45.010 --> 00:02:47.880 That cancels with that, that cancels with that, 00:02:47.880 --> 00:02:49.130 that cancels with that. 00:02:49.130 --> 00:02:52.310 And if we have a dividing by moles in the denominator, 00:02:52.310 --> 00:02:53.960 then that's just going to become a moles 00:02:53.960 --> 00:02:55.360 eventually in the numerator. 00:02:56.231 --> 00:02:58.000 So this is going to be approximately equal to 00:02:58.000 --> 00:03:03.000 1.22 times 1.5 divided by 0.08206. 00:03:07.880 --> 00:03:10.770 And then we're going to also divide that whole thing 00:03:10.770 --> 00:03:13.270 by 303. 00:03:13.270 --> 00:03:15.040 Is equal to this. 00:03:15.040 --> 00:03:16.510 And let's see how many significant figures. 00:03:16.510 --> 00:03:18.960 We have three, we have three, 00:03:18.960 --> 00:03:22.250 we have a lot more than three right over here. 00:03:22.250 --> 00:03:24.730 And then we have three right over here. 00:03:24.730 --> 00:03:27.160 So I'm going to round to three significant figures. 00:03:27.160 --> 00:03:29.523 So 0.0736. 00:03:33.200 --> 00:03:38.200 So 0.0736 moles 00:03:39.530 --> 00:03:43.780 of molecular oxygen is how many we need, 00:03:43.780 --> 00:03:46.060 how much we need to produce to get this volume 00:03:46.060 --> 00:03:47.990 at this pressure at this temperature. 00:03:47.990 --> 00:03:50.780 And so we're going to need two times this 00:03:50.780 --> 00:03:53.390 number of moles of silver oxide, 00:03:53.390 --> 00:03:55.700 because notice for every one mole 00:03:55.700 --> 00:03:57.010 of molecular oxygen we produce 00:03:57.010 --> 00:03:59.890 we need twice as many moles of silver oxide. 00:03:59.890 --> 00:04:02.190 So let's multiply this times two. 00:04:02.190 --> 00:04:04.920 So, times two gets us, 00:04:04.920 --> 00:04:08.477 and once again, three significant figures, 0.147. 00:04:10.420 --> 00:04:15.250 So this is approximately 0.147 moles 00:04:16.320 --> 00:04:21.320 of silver oxide that we need to produce. 00:04:21.650 --> 00:04:23.330 But they're not asking us how many moles 00:04:23.330 --> 00:04:24.630 of silver oxide are needed. 00:04:24.630 --> 00:04:26.440 They're asking us how many grams. 00:04:26.440 --> 00:04:30.400 So we just have to multiply this times the molar mass. 00:04:30.400 --> 00:04:33.480 So let's first figure out the molar mass of silver oxide. 00:04:33.480 --> 00:04:34.380 I'll write it right over here. 00:04:34.380 --> 00:04:39.180 So silver oxide's molar mass is going to be 00:04:39.180 --> 00:04:42.540 whatever the molar mass of silver is times two, 00:04:42.540 --> 00:04:45.290 plus the molar mass of oxygen. 00:04:45.290 --> 00:04:48.553 And so let me get the periodic table of elements out. 00:04:49.920 --> 00:04:54.503 Molar mass of silver is 107.87, oxygen, 16.00. 00:04:55.500 --> 00:05:00.500 So that gives us 107.87 for each of the silvers. 00:05:01.570 --> 00:05:06.150 And then plus 16.00 for the oxygen, which gives us 00:05:08.409 --> 00:05:13.409 107.87 times two is equal to that. 00:05:14.930 --> 00:05:16.935 Let's see it goes to the hundredth place. 00:05:16.935 --> 00:05:20.440 And then plus 16.00 also goes to the hundreds place. 00:05:20.440 --> 00:05:22.960 So we'll go to 231.74. 00:05:22.960 --> 00:05:24.030 Also going to the hundreds place. 00:05:24.030 --> 00:05:25.680 I'm just keeping track of the significant figures 00:05:25.680 --> 00:05:26.880 when we're adding. 00:05:26.880 --> 00:05:31.880 So this is 231.74 grams per mole of silver oxide. 00:05:35.110 --> 00:05:37.380 And so if we take the moles of silver oxide 00:05:37.380 --> 00:05:42.380 and we multiply that times 231.74 grams per mole, 00:05:43.860 --> 00:05:45.480 and notice the moles cancel out, 00:05:45.480 --> 00:05:47.840 and we're just left with the grams, which is what we want. 00:05:47.840 --> 00:05:49.810 This is going to be approximately equal to, 00:05:49.810 --> 00:05:51.580 and we're going to end up with three significant figures 00:05:51.580 --> 00:05:54.070 'cause we have three here and five here. 00:05:54.070 --> 00:05:57.863 So we're going to take that and multiply it by 0.147. 00:06:00.890 --> 00:06:01.940 Gives us this. 00:06:01.940 --> 00:06:06.460 And three significant figures would be 34.1. 00:06:06.460 --> 00:06:10.170 Approximately 34.1 grams 00:06:10.170 --> 00:06:15.170 of silver oxide is required to produce this much oxygen.
Worked example: Calculating the amount of product formed from a limiting reactant
https://www.youtube.com/watch?v=cVqEfuJBVd8
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WEBVTT Kind: captions Language: en 00:00:00.950 --> 00:00:02.540 - [Instructor] So right here, we have a reaction 00:00:02.540 --> 00:00:05.265 where you can take some carbon monoxide gas 00:00:05.265 --> 00:00:09.070 and some hydrogen gas, and when they react, 00:00:09.070 --> 00:00:10.660 you're gonna produce methanol, 00:00:10.660 --> 00:00:11.910 and this is actually pretty interesting. 00:00:11.910 --> 00:00:13.410 Methanol has many applications. 00:00:13.410 --> 00:00:16.818 One of them it's actually race car fuel. 00:00:16.818 --> 00:00:20.210 But we're gonna do is study how much methanol 00:00:20.210 --> 00:00:22.170 we can produce if we have a certain amount 00:00:22.170 --> 00:00:25.430 of carbon monoxide and molecular hydrogen. 00:00:25.430 --> 00:00:27.950 So let's say, we have 356 grams of carbon monoxide 00:00:27.950 --> 00:00:31.310 and 65.0 grams of molecular hydrogen. 00:00:31.310 --> 00:00:32.900 Pause this video, and based on this, 00:00:32.900 --> 00:00:37.023 figure out how many grams of methanol will we produce? 00:00:38.130 --> 00:00:42.030 Well, a good place to start is by converting these numbers 00:00:42.030 --> 00:00:44.277 of carbon monoxide, this amount of carbon monoxide, 00:00:44.277 --> 00:00:48.040 and molecular hydrogen into moles. 00:00:48.040 --> 00:00:49.810 And so to do that, we can take out 00:00:49.810 --> 00:00:52.280 a periodic table of elements 00:00:52.280 --> 00:00:54.766 and the molar mass of carbon monoxide, 00:00:54.766 --> 00:00:58.490 you can look at the molar masses of carbon and oxygen 00:00:58.490 --> 00:00:59.780 and add them together. 00:00:59.780 --> 00:01:04.780 So 12.01 plus 16, that is going to be 28.01 grams per mole. 00:01:09.790 --> 00:01:12.860 And if we want to convert to moles, 00:01:12.860 --> 00:01:17.550 we're gonna have to multiply this times moles per gram. 00:01:17.550 --> 00:01:19.690 And so for every one mole, we have, 00:01:19.690 --> 00:01:24.690 we just figured it out 28.01 grams. 00:01:24.790 --> 00:01:27.920 And this is going to be approximately equal 00:01:27.920 --> 00:01:32.920 to 356 divided by 28.01 is equal to, let's see, 00:01:34.477 --> 00:01:37.520 and we have three significant figures here and four here. 00:01:37.520 --> 00:01:42.120 So I'll round to 12.7 moles, approximately 12.7 moles. 00:01:44.280 --> 00:01:45.578 And then we could do the same thing 00:01:45.578 --> 00:01:48.390 for the molecular hydrogen. 00:01:48.390 --> 00:01:53.050 And here we're going, for every one mole, 00:01:53.050 --> 00:01:56.288 how many grams or what's our molar mass 00:01:56.288 --> 00:01:58.360 of our molecular hydrogen? 00:01:58.360 --> 00:02:03.360 Well, each hydrogen atom is 1.008 grams per mole, 00:02:04.150 --> 00:02:06.950 but each molecule of hydrogen has two hydrogens in it, 00:02:06.950 --> 00:02:11.348 so it's gonna be two times six, so 2.016. 00:02:11.348 --> 00:02:16.348 2.016 grams per mole or one mole for every 2.016 grams. 00:02:17.140 --> 00:02:19.930 And so this is going to be approximately equal to, 00:02:19.930 --> 00:02:21.303 get the calculator out again, 00:02:21.303 --> 00:02:26.303 65 divided by 2.016 is equal is to that. 00:02:28.020 --> 00:02:29.460 And we have three significant figures, 00:02:29.460 --> 00:02:31.890 four significant figures, so if I round to three, 00:02:31.890 --> 00:02:36.890 it's approximately 32.2 moles, so 32.2 moles. 00:02:40.180 --> 00:02:42.385 And so the first thing to think about is, 00:02:42.385 --> 00:02:46.056 in our reaction for every one mole of carbon monoxide, 00:02:46.056 --> 00:02:49.420 we use two moles of molecular hydrogen, 00:02:49.420 --> 00:02:53.630 and then that produces one mole of methanol right over here. 00:02:53.630 --> 00:02:56.053 And so however much carbon monoxide we have 00:02:56.053 --> 00:02:58.970 in terms of moles, we need twice as much hydrogen. 00:02:58.970 --> 00:03:01.350 And so we see here a molecular hydrogen. 00:03:01.350 --> 00:03:05.710 And so two times 12.7 is going to be 25.4. 00:03:05.710 --> 00:03:08.837 So we actually have more than enough molecular hydrogen. 00:03:08.837 --> 00:03:13.833 And so we are going to use 25.4 moles of molecular hydrogen. 00:03:18.400 --> 00:03:19.420 How did I do that? 00:03:19.420 --> 00:03:20.550 Well, it's gonna be twice the number 00:03:20.550 --> 00:03:21.780 of moles of carbon monoxide, 00:03:21.780 --> 00:03:25.930 twice this number right over here is this right over here. 00:03:25.930 --> 00:03:27.010 And we can immediately see 00:03:27.010 --> 00:03:28.760 how much we're gonna have leftover. 00:03:28.760 --> 00:03:30.483 We're going to have leftover, 00:03:31.420 --> 00:03:36.420 leftover 32.2 minus 25.4 is 6.8, 00:03:36.513 --> 00:03:40.650 6.8 moles of molecular hydrogen. 00:03:40.650 --> 00:03:43.840 And how many moles of methanol we're gonna produce? 00:03:43.840 --> 00:03:45.220 Well, the same number of moles 00:03:45.220 --> 00:03:46.920 of carbon monoxide that we're using up. 00:03:46.920 --> 00:03:48.336 It's a one-to-one ratio. 00:03:48.336 --> 00:03:53.080 So we're going to produce 12.7 moles of methanol. 00:03:53.080 --> 00:03:54.310 And so let me write that a year. 00:03:54.310 --> 00:03:59.310 So if I have 12.7 mole of methanol, CH3OH, 00:04:02.221 --> 00:04:04.310 how do I convert this to grams? 00:04:04.310 --> 00:04:06.554 Well, I have to multiply this times a certain number 00:04:06.554 --> 00:04:11.554 of grams per mole so that we can cancel out the moles 00:04:12.910 --> 00:04:15.320 or essentially the molar mass of methanol, 00:04:15.320 --> 00:04:18.030 and to figure out the molar mass of methanol, 00:04:18.030 --> 00:04:19.606 we'll get our calculator out again. 00:04:19.606 --> 00:04:22.870 So we have four hydrogens here. 00:04:22.870 --> 00:04:27.870 So four times 1.008 is going to be that. 00:04:28.920 --> 00:04:30.230 And then to that, 00:04:30.230 --> 00:04:32.970 we're going to add the molar mass of carbon 00:04:32.970 --> 00:04:36.370 'cause we have one carbon plus 12.01, 00:04:36.370 --> 00:04:39.512 and then plus one oxygen in that methanol molecule 00:04:39.512 --> 00:04:40.830 is equal to that. 00:04:40.830 --> 00:04:44.240 And let's see, we will round to the hundreds place 00:04:44.240 --> 00:04:46.810 because our oxygen and carbon molar mass 00:04:46.810 --> 00:04:49.310 is only went to the hundreds place here, so 32.04, 00:04:52.557 --> 00:04:54.307 32.04 grams per mole. 00:04:57.000 --> 00:05:02.000 So we have 12.7 moles times 32.04 grams per mole 00:05:04.812 --> 00:05:07.810 will tell us that we are going to produce 00:05:07.810 --> 00:05:09.250 that much methanol. 00:05:09.250 --> 00:05:11.300 And let's see, we have three significant figures, four, 00:05:11.300 --> 00:05:12.690 so I'll round to three. 00:05:12.690 --> 00:05:15.740 So approximately 407 grams of methanol, 00:05:15.740 --> 00:05:20.643 407 grams of CH3OH. 00:05:22.840 --> 00:05:24.600 Now the next question is, 00:05:24.600 --> 00:05:28.870 what's the mass of hydrogen that we have leftover? 00:05:28.870 --> 00:05:31.620 Well, we just have to convert our moles of hydrogen 00:05:31.620 --> 00:05:34.100 that we have leftover to grams, 00:05:34.100 --> 00:05:39.100 6.8 moles of molecular hydrogen times, 00:05:39.210 --> 00:05:41.090 the molar mass here in grams per mole 00:05:41.090 --> 00:05:43.430 is just gonna be the reciprocal of this right over here, 00:05:43.430 --> 00:05:45.293 so times 2.016, 00:05:49.152 --> 00:05:53.150 2.016 is going to give us this right over here. 00:05:53.150 --> 00:05:57.240 And if we were rounding to two significant figures, 00:05:57.240 --> 00:05:59.220 which I have right over here, 00:05:59.220 --> 00:06:03.770 that is going to give us approximately 14 grams, 00:06:03.770 --> 00:06:07.810 approximately 14 grams of molecular hydrogen 00:06:07.810 --> 00:06:09.833 is leftover, leftover. 00:06:11.250 --> 00:06:12.440 So we used a good bit of it. 00:06:12.440 --> 00:06:16.980 We used about 51 grams and we have 14 grams leftover 00:06:16.980 --> 00:06:18.580 and it was carbon monoxide 00:06:18.580 --> 00:06:20.830 that was actually the limiting reactant here.
Worked example: Calculating amounts of reactants and products
https://www.youtube.com/watch?v=9ujy3qfa7jI
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en
WEBVTT Kind: captions Language: en 00:00:01.270 --> 00:00:02.980 - [Instructor] We're told that glucose, 00:00:02.980 --> 00:00:06.570 C6H12O6, reacts with oxygen 00:00:06.570 --> 00:00:09.960 to give carbon dioxide and water. 00:00:09.960 --> 00:00:13.100 What mass of oxygen, in grams, 00:00:13.100 --> 00:00:15.950 is required for complete reaction 00:00:15.950 --> 00:00:20.380 of 25.0 grams of glucose? 00:00:20.380 --> 00:00:22.830 What masses of carbon dioxide and water, 00:00:22.830 --> 00:00:25.190 in grams, are formed? 00:00:25.190 --> 00:00:27.340 So, pause this video and see if you can have a go at this 00:00:27.340 --> 00:00:29.660 and then we'll work through this together. 00:00:29.660 --> 00:00:33.090 All right, now first let's just set up the reaction. 00:00:33.090 --> 00:00:34.500 So, this is going to be, 00:00:34.500 --> 00:00:37.010 we have glucose, so that is C6H12O6, 00:00:40.370 --> 00:00:42.200 is going to react with oxygen. 00:00:42.200 --> 00:00:45.633 Now, oxygen in its molecular form is going to be O2. 00:00:46.500 --> 00:00:51.500 And what it gives is carbon dioxide and water. 00:00:52.640 --> 00:00:54.970 Plus water. 00:00:54.970 --> 00:00:56.890 Now the next question is are we balanced. 00:00:56.890 --> 00:00:58.710 Do we have a conservation of mass here? 00:00:58.710 --> 00:01:01.370 And let's just go element by element. 00:01:01.370 --> 00:01:03.750 So first let's focus on the carbons. 00:01:03.750 --> 00:01:05.250 So, we have six carbons 00:01:05.250 --> 00:01:07.300 on the left-hand side of this reaction. 00:01:07.300 --> 00:01:10.330 How many carbons do we have on the right-hand side? 00:01:10.330 --> 00:01:12.800 Well, right now we only have one carbon 00:01:12.800 --> 00:01:15.130 in this carbon dioxide molecule. 00:01:15.130 --> 00:01:17.240 So if we want the carbons to be conserved 00:01:17.240 --> 00:01:20.090 we need to have six carbons on the right-hand side as well. 00:01:20.090 --> 00:01:23.530 So let me see what'll happen when I throw a six there. 00:01:23.530 --> 00:01:25.070 So now my carbons are balanced: 00:01:25.070 --> 00:01:27.170 six on the left, six on the right. 00:01:27.170 --> 00:01:29.690 Now let's look at the other elements. 00:01:29.690 --> 00:01:34.130 So on the left-hand side I have 12 hydrogens in total. 00:01:34.130 --> 00:01:37.650 On the right-hand side I only have two hydrogens. 00:01:37.650 --> 00:01:38.840 So if I want to balance that 00:01:38.840 --> 00:01:40.800 I could multiply the water molecule. 00:01:40.800 --> 00:01:44.530 Instead of just one here, I could have six, 00:01:44.530 --> 00:01:47.800 and now this would be 12 hydrogen atoms 00:01:47.800 --> 00:01:50.560 so both the carbons and the hydrogens are now balanced. 00:01:50.560 --> 00:01:53.110 By putting that six there I haven't messed with the carbons. 00:01:53.110 --> 00:01:54.890 And now last, but not least, 00:01:54.890 --> 00:01:57.850 let's think about the oxygens here. 00:01:57.850 --> 00:02:01.500 So on the left, we have six oxygens there 00:02:01.500 --> 00:02:03.500 and then another two oxygens there. 00:02:03.500 --> 00:02:05.532 So that's a total of eight oxygens. 00:02:05.532 --> 00:02:10.532 And on the right, I have six times two, I have 12 00:02:10.780 --> 00:02:13.580 plus another six oxygens. 00:02:13.580 --> 00:02:16.120 So I have 18 oxygens on the right-hand side, 00:02:16.120 --> 00:02:19.230 and I only have eight oxygens on the left-hand side. 00:02:19.230 --> 00:02:20.840 So I have to increase the number of oxygens 00:02:20.840 --> 00:02:22.450 on the left-hand side. 00:02:22.450 --> 00:02:23.976 So let's see. 00:02:23.976 --> 00:02:27.060 This six you can imagine matches up with this six. 00:02:27.060 --> 00:02:29.740 So if I could somehow make this into 12 oxygens, 00:02:29.740 --> 00:02:31.240 I'll be good. 00:02:31.240 --> 00:02:33.260 So the best way to make this into 12 oxygens 00:02:33.260 --> 00:02:37.610 is to multiply this by six, so let me do that. 00:02:37.610 --> 00:02:41.920 So if I put a six right over here, I think I'm all balanced. 00:02:41.920 --> 00:02:43.740 I have six carbons on both sides, 00:02:43.740 --> 00:02:45.750 I have 12 hydrogens on both sides, 00:02:45.750 --> 00:02:50.070 and it looks like I have 18 oxygens on both sides. 00:02:50.070 --> 00:02:52.610 So I'm a fully balanced equation here. 00:02:52.610 --> 00:02:55.360 So let me get a periodic table of elements 00:02:55.360 --> 00:02:58.060 and I only need to think about carbon, hydrogen, and oxygen. 00:02:58.060 --> 00:03:00.960 So for the sake of space, let me scroll down a little bit. 00:03:01.990 --> 00:03:05.690 I just need to look at this stuff over here. 00:03:05.690 --> 00:03:07.470 And so, let's first, 00:03:07.470 --> 00:03:09.280 let's see hydrogen's right up here. 00:03:09.280 --> 00:03:12.590 And we can see in this periodic table of elements, 00:03:12.590 --> 00:03:14.970 it gives the average atomic mass, 00:03:14.970 --> 00:03:16.800 but you can also view that number 00:03:16.800 --> 00:03:21.300 1.008, as its molar mass. 00:03:21.300 --> 00:03:26.300 So it's 1.008 grams per mole of hydrogen. 00:03:27.770 --> 00:03:30.160 Now we can move on to carbon. 00:03:30.160 --> 00:03:35.160 Carbon is 12.01, 12.01 grams per mole of carbon. 00:03:39.920 --> 00:03:43.340 And then last but not least, oxygen over here. 00:03:43.340 --> 00:03:48.340 That is 16.00 grams per mole of oxygen. 00:03:51.600 --> 00:03:53.660 And now we can use that information. 00:03:53.660 --> 00:03:56.600 I can now remove our periodic table of elements. 00:03:56.600 --> 00:03:58.410 We can use this information to figure out 00:03:58.410 --> 00:04:01.760 the molar masses of each of these molecules. 00:04:01.760 --> 00:04:05.270 So for example, glucose right over here, 00:04:05.270 --> 00:04:07.903 if we're talking about C6H12O6, 00:04:11.610 --> 00:04:15.540 how many grams per mole is that going to be? 00:04:15.540 --> 00:04:19.570 How many grams is a mole of glucose going to be? 00:04:19.570 --> 00:04:23.320 Well, it's six carbons, 12 hydrogens, and six oxygens. 00:04:23.320 --> 00:04:24.880 So one way to think about is going to be 00:04:24.880 --> 00:04:27.398 six times this, so it's going to be 00:04:27.398 --> 00:04:29.720 six times 12.01 00:04:29.720 --> 00:04:34.640 plus we have 12 times 1.008 00:04:36.640 --> 00:04:40.473 plus six times 16.00, 00:04:42.080 --> 00:04:45.720 and then this is going to be grams per mole. 00:04:45.720 --> 00:04:47.440 And this is going to be equal to, let's see, 00:04:47.440 --> 00:04:52.393 72.06 plus 12.096 00:04:55.820 --> 00:04:59.903 plus six times 16 is 96.00. 00:05:02.140 --> 00:05:06.310 Of course all of this is in grams per mole. 00:05:06.310 --> 00:05:08.720 And so this is going to be equal to, let's see, 00:05:08.720 --> 00:05:12.180 72 plus 12 is 84 00:05:12.180 --> 00:05:15.950 plus 96 is 180, 00:05:15.950 --> 00:05:18.510 180 point, and let's see, 00:05:18.510 --> 00:05:23.140 we have 60 thousandths plus 96 thousandths, 00:05:23.140 --> 00:05:25.760 which would be 156 thousandths, 00:05:25.760 --> 00:05:30.050 so 156 thousandths grams per mole. 00:05:30.050 --> 00:05:32.100 Let me make sure I got the significant figures right. 00:05:32.100 --> 00:05:34.070 The six, the 12 and six are pure numbers, 00:05:34.070 --> 00:05:35.870 so I'm still good with this. 00:05:35.870 --> 00:05:40.080 And then when I add these numbers together, 00:05:40.080 --> 00:05:44.120 I need to round to as much precision as I have 00:05:44.120 --> 00:05:45.210 in the least one. 00:05:45.210 --> 00:05:47.920 So here I go up to the hundredths, 00:05:47.920 --> 00:05:50.060 up to the hundredths, up to the thousandths. 00:05:50.060 --> 00:05:52.740 So I need to round this, actually, to the hundredths place. 00:05:52.740 --> 00:05:57.740 So this is going to be 180.16 grams per mole of glucose. 00:06:02.690 --> 00:06:04.780 And now let's think about the other molecules. 00:06:04.780 --> 00:06:06.230 If we think about oxygen, 00:06:06.230 --> 00:06:08.380 I'll do that over here to save space, 00:06:08.380 --> 00:06:10.690 oxygen, that's pretty straightforward. 00:06:10.690 --> 00:06:14.170 A molecular oxygen molecule just has two oxygen atoms, 00:06:14.170 --> 00:06:15.410 so it's going to be two times this, 00:06:15.410 --> 00:06:20.410 so it's going to be 32.00 grams per mole. 00:06:20.440 --> 00:06:23.220 And then carbon dioxide. 00:06:23.220 --> 00:06:26.280 Carbon dioxide is going to be, 00:06:26.280 --> 00:06:28.370 it's two oxygens plus one carbon. 00:06:28.370 --> 00:06:30.620 So it's going to be this plus one carbon, 00:06:30.620 --> 00:06:32.900 so that's this plus 12.01, 00:06:32.900 --> 00:06:37.750 so that's 44.01 grams per mole. 00:06:37.750 --> 00:06:41.570 And then last but not least we have the water. 00:06:41.570 --> 00:06:43.723 And so, H2O. 00:06:45.130 --> 00:06:47.910 This is going to be two hydrogens, 00:06:47.910 --> 00:06:49.377 so that's two times 1.008, 00:06:50.320 --> 00:06:54.730 so that's 2.016 plus an oxygen. 00:06:54.730 --> 00:06:59.600 So that's going to be 2.016 plus 16 00:06:59.600 --> 00:07:01.357 is going to be 18.016. 00:07:05.290 --> 00:07:07.770 Once again, we only go to the hundredths place here, 00:07:07.770 --> 00:07:10.170 so I'm going to round to the hundredths place here. 00:07:10.170 --> 00:07:15.170 So 18.02 grams per mole. 00:07:15.940 --> 00:07:18.070 Now the next step is to think about, 00:07:18.070 --> 00:07:22.600 all right we're reacting with 25 grams of glucose. 00:07:22.600 --> 00:07:25.780 How many moles of glucose is that? 00:07:25.780 --> 00:07:28.770 So we have 25.0, 00:07:28.770 --> 00:07:33.770 25.0 grams of glucose. 00:07:34.347 --> 00:07:37.030 And we want to turn this into moles of glucose. 00:07:37.030 --> 00:07:41.060 And we know the molar mass is 180.16 grams per mole, 00:07:41.060 --> 00:07:43.900 or we could multiply and say that this is 00:07:43.900 --> 00:07:48.900 for every one mole, per mole, it is 180.16 grams. 00:07:50.940 --> 00:07:53.290 All I did is take the reciprocal of this over here. 00:07:53.290 --> 00:07:55.320 And notice, the grams will cancel with the grams 00:07:55.320 --> 00:07:57.963 and I'll be left with moles of glucose. 00:07:58.850 --> 00:08:02.490 That's going to be equal to 25.0 00:08:02.490 --> 00:08:07.490 divided by 180.16 moles of glucose. 00:08:08.660 --> 00:08:13.660 25 divided by 180.16 is equal to this. 00:08:15.800 --> 00:08:17.820 And let's see, I have three significant figures 00:08:17.820 --> 00:08:19.590 divided by five significant figures. 00:08:19.590 --> 00:08:21.850 So I'm going to round to three significant figures. 00:08:21.850 --> 00:08:23.593 So 0.139. 00:08:25.740 --> 00:08:30.740 So this is approximately equal to 0.139 mole of glucose. 00:08:34.990 --> 00:08:36.840 Now, they say the first question is 00:08:36.840 --> 00:08:39.100 what mass of oxygen is required 00:08:39.100 --> 00:08:41.360 for a complete reaction of this. 00:08:41.360 --> 00:08:43.430 Well, for every mole of glucose we need 00:08:43.430 --> 00:08:46.720 six moles of molecular oxygen. 00:08:46.720 --> 00:08:48.210 And so, we're going to need, 00:08:48.210 --> 00:08:50.410 let me just multiply that times six. 00:08:50.410 --> 00:08:53.950 So times six is equal to that. 00:08:53.950 --> 00:08:56.230 And remember, I had three significant figures. 00:08:56.230 --> 00:08:57.903 So, 0.833. 00:09:00.660 --> 00:09:01.760 So we're going to need 00:09:04.785 --> 00:09:05.863 0.833 moles of molecular oxygen. 00:09:12.490 --> 00:09:14.070 And then I just multiply that 00:09:14.070 --> 00:09:17.220 times the molar mass of molecular oxygen. 00:09:17.220 --> 00:09:22.220 So, times 32.00 grams per mole of molecular oxygen. 00:09:26.180 --> 00:09:28.847 0.833 times 32 is equal to that. 00:09:33.020 --> 00:09:35.208 If you go three significant figures, 00:09:35.208 --> 00:09:36.041 it's 26.7. 00:09:38.988 --> 00:09:42.488 26.7 grams of oxygen, of molecular oxygen. 00:09:47.260 --> 00:09:50.100 And so we've answered the first part of the question. 00:09:50.100 --> 00:09:53.240 What mass of oxygen is required for complete reaction? 00:09:53.240 --> 00:09:56.130 So, that's this right over here. 00:09:56.130 --> 00:09:58.130 And then the next question is what masses 00:09:58.130 --> 00:10:01.570 of carbon dioxide and water in grams are formed. 00:10:01.570 --> 00:10:03.610 Remember, for every one mole of glucose, 00:10:03.610 --> 00:10:05.960 we needed six moles of molecular oxygen 00:10:05.960 --> 00:10:08.070 and we produce six moles of carbon dioxide 00:10:08.070 --> 00:10:10.940 and we produce six moles of water. 00:10:10.940 --> 00:10:13.100 So this is the number of moles of glucose 00:10:13.100 --> 00:10:15.020 we input into the reaction. 00:10:15.020 --> 00:10:16.710 Six times that was this. 00:10:16.710 --> 00:10:19.020 So this is actually also the number of moles 00:10:19.020 --> 00:10:22.860 of carbon dioxide or water that we're going to produce. 00:10:22.860 --> 00:10:27.007 So, if we take our original 0.833 mole 00:10:29.750 --> 00:10:32.100 of carbon dioxide and I multiply that 00:10:32.100 --> 00:10:34.060 times carbon dioxide's molar mass, 00:10:34.060 --> 00:10:38.350 44.01 grams per mole, 00:10:38.350 --> 00:10:41.173 this is going to be approximately equal to, 00:10:41.173 --> 00:10:45.870 .833 times 44.01 00:10:45.870 --> 00:10:48.340 is equal to three significant figures, 00:10:48.340 --> 00:10:51.430 36.7 grams. 00:10:51.430 --> 00:10:55.440 36.7 grams of carbon dioxide. 00:10:55.440 --> 00:10:56.600 And once again, you can see 00:10:56.600 --> 00:10:58.796 that the moles cancel with the moles, 00:10:58.796 --> 00:11:02.110 just as they did before, to give us grams of carbon dioxide. 00:11:02.110 --> 00:11:04.520 And then last but not least, we can do that with the water. 00:11:04.520 --> 00:11:09.520 0.833 mole of H2O times its molar mass, 00:11:12.120 --> 00:11:17.120 times 18.02 grams per mole of water 00:11:19.370 --> 00:11:21.577 is going to give us approximately 00:11:21.577 --> 00:11:22.967 .833 times 18.02, gives us, 00:11:28.800 --> 00:11:33.800 three significant figures is going to be 15.0. 00:11:34.060 --> 00:11:39.060 15.0 grams of water. 00:11:39.470 --> 00:11:41.040 And once again, those moles canceled out 00:11:41.040 --> 00:11:42.350 to give us the right units. 00:11:42.350 --> 00:11:44.510 And we're done, which is pretty cool. 00:11:44.510 --> 00:11:47.840 This is really useful in chemistry to be able to understand, 00:11:47.840 --> 00:11:50.410 based on a balanced chemical equation, 00:11:50.410 --> 00:11:51.680 to be able to understand, 00:11:51.680 --> 00:11:54.750 hey, if I have a certain mass of one of the inputs, 00:11:54.750 --> 00:11:57.000 one of the things that are one of the reactants, 00:11:57.000 --> 00:11:58.270 how much do I need of the other? 00:11:58.270 --> 00:12:00.920 And then how much mass of the products 00:12:00.920 --> 00:12:02.610 am I actually going to produce? 00:12:02.610 --> 00:12:04.663 All of which we just figured out.
Physical and chemical changes
https://www.youtube.com/watch?v=3e8e0d1fWLk
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WEBVTT Kind: captions Language: en 00:00:00.200 --> 00:00:01.950 - [Instructor] So what we have are three different pictures 00:00:01.950 --> 00:00:05.880 of substances undergoing some type of change. 00:00:05.880 --> 00:00:08.230 And we're going to focus on in this video 00:00:08.230 --> 00:00:11.950 is classifying things as either being physical changes 00:00:11.950 --> 00:00:14.050 or chemical changes. 00:00:14.050 --> 00:00:15.540 And you might already have already thought 00:00:15.540 --> 00:00:18.790 about this or seen this in a previous science class. 00:00:18.790 --> 00:00:21.120 But when we talk about a physical change, 00:00:21.120 --> 00:00:23.500 we're talking about where there could be a change 00:00:23.500 --> 00:00:25.900 in properties but we're not having a change 00:00:25.900 --> 00:00:29.140 in the actual composition of what we're talking about, 00:00:29.140 --> 00:00:32.820 while in a chemical change you actually do have a change 00:00:32.820 --> 00:00:36.210 in composition, how the different constituent atoms 00:00:36.210 --> 00:00:39.420 and elements match up or connect or bond to each other 00:00:39.420 --> 00:00:41.680 might be different. 00:00:41.680 --> 00:00:43.970 So my first question to you is pause this video 00:00:43.970 --> 00:00:45.670 and we have some ice melting here. 00:00:45.670 --> 00:00:49.060 We have some propane combusting or burning here, 00:00:49.060 --> 00:00:52.400 and we have some iron rusting here. 00:00:52.400 --> 00:00:53.233 And I want you to think 00:00:53.233 --> 00:00:54.970 about which of these are physical changes, 00:00:54.970 --> 00:00:57.370 and which of these are chemical changes and why. 00:00:58.700 --> 00:01:01.550 All right, now let's first think about this water, 00:01:01.550 --> 00:01:02.940 this ice melting. 00:01:02.940 --> 00:01:06.285 And if we wanted to write it in fancy chemical language, 00:01:06.285 --> 00:01:09.920 or chemistry language, we could write this as H2O, 00:01:09.920 --> 00:01:14.920 going from its solid form to H2O going into its liquid form. 00:01:16.890 --> 00:01:19.500 Now, we don't have a change in composition, 00:01:19.500 --> 00:01:21.010 in either state whether you're looking 00:01:21.010 --> 00:01:22.430 at this liquid water here, 00:01:22.430 --> 00:01:25.000 or whether you're looking at the solid water there, 00:01:25.000 --> 00:01:29.240 you'll see a bunch of water molecules. 00:01:29.240 --> 00:01:33.490 Each oxygen is still bonded to two hydrogens. 00:01:33.490 --> 00:01:36.450 And so you're not having a change in composition. 00:01:36.450 --> 00:01:41.410 And so this over here is a physical, physical change. 00:01:41.410 --> 00:01:42.890 And if we kept heating that water up 00:01:42.890 --> 00:01:44.330 and it started to vaporize 00:01:44.330 --> 00:01:46.710 that would also be a physical change. 00:01:46.710 --> 00:01:49.010 Whereas it turns into water vapor. 00:01:49.010 --> 00:01:52.150 You have your intermolecular forces being overcome 00:01:52.150 --> 00:01:53.660 but the covalent bonds 00:01:53.660 --> 00:01:55.630 between the oxygens and the hydrogens, 00:01:55.630 --> 00:01:58.720 those aren't breaking or forming in some way. 00:01:58.720 --> 00:02:01.010 So once again, when you go from ice to water, 00:02:01.010 --> 00:02:02.900 physical change, from water to vapor 00:02:02.900 --> 00:02:04.840 or you could say from liquid to gas 00:02:04.840 --> 00:02:08.350 that is also going to be a physical change. 00:02:08.350 --> 00:02:10.872 One general rule of thumb when you think about 00:02:10.872 --> 00:02:13.000 what's going on on a microscopic level, 00:02:13.000 --> 00:02:14.100 and this is a general rule of thumb. 00:02:14.100 --> 00:02:15.120 It doesn't always apply. 00:02:15.120 --> 00:02:17.230 And we'll think about an edge case in a little bit 00:02:17.230 --> 00:02:21.340 is when you're overcoming intermolecular forces 00:02:21.340 --> 00:02:23.930 that tends to be a physical change. 00:02:23.930 --> 00:02:27.351 But if you have chemical bonds forming or breaking 00:02:27.351 --> 00:02:30.564 that would be a chemical change. 00:02:30.564 --> 00:02:33.840 Now let's think about what's going on here with the propane. 00:02:33.840 --> 00:02:35.980 If you were to write the chemical reaction here 00:02:35.980 --> 00:02:40.700 it would be propane C3H8 in gas form. 00:02:40.700 --> 00:02:43.020 It needs oxygen to combust. 00:02:43.020 --> 00:02:44.350 So for every mole of propane 00:02:44.350 --> 00:02:48.880 we have five moles of molecular oxygen in gas form. 00:02:48.880 --> 00:02:51.760 And then when it combusts 00:02:51.760 --> 00:02:54.770 you're going to produce three for every one mole 00:02:54.770 --> 00:02:57.320 of propane and five moles of molecular oxygen, 00:02:57.320 --> 00:03:02.140 you're gonna produce three moles of carbon dioxide gas 00:03:02.140 --> 00:03:07.140 and four moles of water in vapor form as well. 00:03:07.790 --> 00:03:10.170 And so what you actually have is the bonds 00:03:10.170 --> 00:03:11.900 in those molecules are actually breaking 00:03:11.900 --> 00:03:13.900 and then re forming. 00:03:13.900 --> 00:03:16.960 So you don't just have physical change going on here. 00:03:16.960 --> 00:03:21.670 You have chemical change, chemical change. 00:03:21.670 --> 00:03:22.520 One way to think about it. 00:03:22.520 --> 00:03:25.860 You had propane here before, C3 H8, 00:03:25.860 --> 00:03:29.223 after the reaction you no longer have the propane here. 00:03:29.223 --> 00:03:32.300 When you actually see as fire, which is fascinating. 00:03:32.300 --> 00:03:34.487 This is just very hot gas, 00:03:34.487 --> 00:03:36.540 and that very hot air that you're seeing, 00:03:36.540 --> 00:03:38.600 and there's gonna be some carbon dioxide in there 00:03:38.600 --> 00:03:41.190 and there's gonna be some water vapor in there. 00:03:41.190 --> 00:03:42.900 The reason why it's getting so hot 00:03:42.900 --> 00:03:46.480 is because this releases a lot of energy. 00:03:46.480 --> 00:03:50.370 Now let's think about what's going on here with this iron. 00:03:50.370 --> 00:03:53.640 If I were to write this as a chemical reaction, 00:03:53.640 --> 00:03:57.100 for every four moles of iron in solid form 00:03:57.100 --> 00:04:01.160 plus three moles of molecular oxygen in gas form, 00:04:01.160 --> 00:04:04.160 and that would just be the ambient oxygen around this iron. 00:04:04.160 --> 00:04:09.160 It is going to produce two moles of iron oxide as a solid 00:04:13.740 --> 00:04:15.750 and that's what you see there in the orange. 00:04:15.750 --> 00:04:17.190 That is the iron oxide. 00:04:17.190 --> 00:04:21.030 So notice this reaction is forming new ionic bonds 00:04:21.030 --> 00:04:22.920 in that ferrous oxide. 00:04:22.920 --> 00:04:24.810 And to undergo the reaction we had to 00:04:24.810 --> 00:04:28.280 break the metallic bonds of the solid iron 00:04:28.280 --> 00:04:31.710 and the covalent bonds in the molecular oxygen. 00:04:31.710 --> 00:04:36.130 So anytime we are breaking and making these chemical bonds 00:04:36.130 --> 00:04:38.160 we have a chemical change. 00:04:38.160 --> 00:04:40.150 Now, let me give you an interesting question. 00:04:40.150 --> 00:04:44.260 What about the dissolving of sodium chloride or table salt? 00:04:44.260 --> 00:04:48.010 So you have NaCl in its solid form, 00:04:48.010 --> 00:04:50.100 when you place it into water, 00:04:50.100 --> 00:04:54.330 you get sodium chloride in aqueous form. 00:04:54.330 --> 00:04:57.160 And how does that look when this happens? 00:04:57.160 --> 00:04:59.430 Well, sodium chloride in solid form, 00:04:59.430 --> 00:05:02.580 you know it forms this lattice 00:05:02.580 --> 00:05:04.810 because they have these ionic bonds. 00:05:04.810 --> 00:05:06.660 I'll try to draw a few of them. 00:05:06.660 --> 00:05:08.910 So it looks something like this, 00:05:08.910 --> 00:05:10.640 where we've seen this multiple times, 00:05:10.640 --> 00:05:13.940 chlorine nabs electrons becomes chloride, becomes negative. 00:05:13.940 --> 00:05:18.170 Sodium loses electron becomes a positive ion. 00:05:18.170 --> 00:05:19.790 And so they get attracted to each other 00:05:19.790 --> 00:05:21.600 and then they can form this 00:05:21.600 --> 00:05:23.760 three-dimensional lattice structure, 00:05:23.760 --> 00:05:25.860 when it is in solid form. 00:05:25.860 --> 00:05:27.410 And I'm trying my best to draw it 00:05:27.410 --> 00:05:30.300 in three dimensions over here. 00:05:30.300 --> 00:05:33.720 And actually I could put one right over here like this, 00:05:33.720 --> 00:05:35.900 but when you dissolve it into water 00:05:35.900 --> 00:05:38.400 the ions get split apart. 00:05:38.400 --> 00:05:40.780 You get the ions that all get dissolved, 00:05:40.780 --> 00:05:42.810 they get split apart in the water. 00:05:42.810 --> 00:05:47.810 And so the ionic bonds themselves are being broken. 00:05:48.210 --> 00:05:49.810 Now you could argue that, hey, you know 00:05:49.810 --> 00:05:52.280 the constituent ions are just being separated. 00:05:52.280 --> 00:05:54.720 So maybe this is a physical change 00:05:54.720 --> 00:05:56.360 or you could say, no, ionic bonds. 00:05:56.360 --> 00:05:57.810 Those are legit bonds. 00:05:57.810 --> 00:06:01.550 Those are strong bonds, and those are getting broken. 00:06:01.550 --> 00:06:04.020 And so you're also getting chemical change. 00:06:04.020 --> 00:06:07.670 And it actually turns out that this is a gray area 00:06:07.670 --> 00:06:10.770 when you're talking about dissolving a salt like this 00:06:10.770 --> 00:06:13.511 into water, whether you're talking about a physical change 00:06:13.511 --> 00:06:16.180 or you're talking about a chemical change. 00:06:16.180 --> 00:06:18.620 And actually just this past weekend, I was at the beach 00:06:18.620 --> 00:06:21.780 and we ran out of salt and I did this in reverse. 00:06:21.780 --> 00:06:25.140 I went to the ocean and I got a pot full of salt water. 00:06:25.140 --> 00:06:27.460 And it actually took me about 30 minutes to boil it. 00:06:27.460 --> 00:06:30.630 And I was able to evaporate all of the water out of it. 00:06:30.630 --> 00:06:33.200 And essentially the salt in that water was able 00:06:33.200 --> 00:06:35.550 to reform these ionic bonds. 00:06:35.550 --> 00:06:39.240 And so one could debate whether I was creating a physical 00:06:39.240 --> 00:06:40.880 or a chemical change. 00:06:40.880 --> 00:06:44.360 I was definitely doing a physical change with the water. 00:06:44.360 --> 00:06:48.670 I was evaporating it, but I was actually forming ionic bonds 00:06:48.670 --> 00:06:49.840 between the sodium and chloride. 00:06:49.840 --> 00:06:51.690 So one could argue that that was maybe a physical 00:06:51.690 --> 00:06:53.283 and a chemical change.
Drawing particulate models of reaction mixtures
https://www.youtube.com/watch?v=kCkyk4YNUyY
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WEBVTT Kind: captions Language: en 00:00:00.260 --> 00:00:01.400 - [Instructor] In a previous video, 00:00:01.400 --> 00:00:04.000 we used a particulate model like this 00:00:04.000 --> 00:00:05.310 to understand a reaction, 00:00:05.310 --> 00:00:07.477 not just to understand the reaction, 00:00:08.490 --> 00:00:11.120 but to balance the chemical reaction as well. 00:00:11.120 --> 00:00:14.390 And when I hand drew these particles, 00:00:14.390 --> 00:00:17.300 the atoms in this particulate model here, 00:00:17.300 --> 00:00:19.190 I tried to draw it pretty close 00:00:19.190 --> 00:00:21.620 to their actual relative sizes. 00:00:21.620 --> 00:00:24.140 Carbon atoms are a little bit bigger than oxygen atoms, 00:00:24.140 --> 00:00:27.220 and they're both a lot bigger than hydrogen atoms. 00:00:27.220 --> 00:00:28.360 What we're gonna do in this video 00:00:28.360 --> 00:00:32.190 is extend our understanding using a particulate model 00:00:32.190 --> 00:00:35.000 to start to visualize what actually might go on 00:00:35.000 --> 00:00:36.220 in a mixture 00:00:36.220 --> 00:00:40.860 of some of these reactant molecules. 00:00:40.860 --> 00:00:43.320 So what I have here on the left-hand side 00:00:43.320 --> 00:00:45.120 are the various molecules. 00:00:45.120 --> 00:00:47.530 I have two methane molecules here. 00:00:47.530 --> 00:00:49.500 I have three water molecules. 00:00:49.500 --> 00:00:51.670 And what I wanna do with you 00:00:51.670 --> 00:00:56.360 is draw what we would expect to see after the reaction. 00:00:56.360 --> 00:00:58.790 And I encourage you, like always, pause this video 00:00:58.790 --> 00:01:00.190 and see if you can have a go at that, 00:01:00.190 --> 00:01:01.200 maybe with a pencil and paper, 00:01:01.200 --> 00:01:03.210 at least just try to imagine it in your head, 00:01:03.210 --> 00:01:04.693 before I do this with you. 00:01:05.550 --> 00:01:07.700 All right, now, let's do this together. 00:01:07.700 --> 00:01:11.410 Now, we know that for every methane and every water, 00:01:11.410 --> 00:01:15.060 we're going to produce one carbon monoxide 00:01:15.060 --> 00:01:17.610 and three molecular hydrogens. 00:01:17.610 --> 00:01:19.470 And each of those molecules of hydrogen 00:01:19.470 --> 00:01:21.280 have two hydrogens in them. 00:01:21.280 --> 00:01:26.280 So let's just say that this one and this one react. 00:01:26.320 --> 00:01:28.980 They're going to produce one carbon monoxide. 00:01:28.980 --> 00:01:31.660 I'm gonna try to draw the relative sizes roughly, right? 00:01:31.660 --> 00:01:35.150 So one carbon monoxide. 00:01:35.150 --> 00:01:38.770 And then they're gonna produce six hydrogen atoms 00:01:38.770 --> 00:01:41.530 that are going to be in three hydrogen molecules. 00:01:41.530 --> 00:01:43.200 So let's do, 00:01:43.200 --> 00:01:47.700 that's two and four, 00:01:47.700 --> 00:01:50.020 and then I'll just do one here 00:01:50.020 --> 00:01:53.270 and then six. 00:01:53.270 --> 00:01:56.370 All right, so I took care of this one and this one. 00:01:56.370 --> 00:02:00.700 And now we can imagine that maybe this water molecule 00:02:00.700 --> 00:02:03.400 reacts with this methane molecule, 00:02:03.400 --> 00:02:07.080 and so that would produce another carbon monoxide. 00:02:07.080 --> 00:02:08.280 Let me draw that 00:02:08.280 --> 00:02:09.800 roughly at the right size. 00:02:09.800 --> 00:02:14.030 Another carbon monoxide molecule 00:02:15.660 --> 00:02:19.340 and three more hydrogen molecules 00:02:19.340 --> 00:02:21.130 for a total of six more hydrogens. 00:02:21.130 --> 00:02:25.740 So that's one and two 00:02:26.770 --> 00:02:28.830 and three. 00:02:28.830 --> 00:02:31.810 And now we have this water right over here 00:02:31.810 --> 00:02:34.560 that had no one to react with in this situation, 00:02:34.560 --> 00:02:35.850 had no partner. 00:02:35.850 --> 00:02:40.100 And so that's just going to be a leftover reactant molecule. 00:02:40.100 --> 00:02:42.220 So let me just draw it right over here. 00:02:42.220 --> 00:02:45.885 So that water could be 00:02:45.885 --> 00:02:49.830 right over right over here. 00:02:49.830 --> 00:02:51.660 And so this was a useful way 00:02:51.660 --> 00:02:53.880 of starting to visualize what might be going on. 00:02:53.880 --> 00:02:55.610 Remember, this is happening at a very high temperature. 00:02:55.610 --> 00:02:58.060 They're all bouncing around, et cetera. 00:02:58.060 --> 00:03:00.220 And then when they react, you might get this, 00:03:00.220 --> 00:03:02.640 but then this water molecule has no one to react to, 00:03:02.640 --> 00:03:05.840 so it is, you could view it as a leftover 00:03:05.840 --> 00:03:07.453 after the reaction.
Visualizing chemical equations using particulate models
https://www.youtube.com/watch?v=3UoxWEZuwp8
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WEBVTT Kind: captions Language: en 00:00:00.260 --> 00:00:02.180 - [Instructor] A question that some of you might have asked, 00:00:02.180 --> 00:00:05.560 or maybe haven't asked is where do we get our hydrogen from? 00:00:05.560 --> 00:00:09.030 Because molecular hydrogen, if it was just in the air, 00:00:09.030 --> 00:00:12.050 it is lighter than the other things that make up the air, 00:00:12.050 --> 00:00:14.540 so it would just float to the top of the atmosphere. 00:00:14.540 --> 00:00:16.120 So how would we get it? 00:00:16.120 --> 00:00:18.660 Well, this reaction right over here 00:00:18.660 --> 00:00:21.860 is actually one of the most cost-effective ways 00:00:21.860 --> 00:00:24.660 of getting molecular hydrogen, 00:00:24.660 --> 00:00:27.600 which you can see right over here on the right. 00:00:27.600 --> 00:00:29.740 What do you do at a very high temperature? 00:00:29.740 --> 00:00:31.120 What I would consider a high temperature, 00:00:31.120 --> 00:00:34.880 roughly between 700 and 1,000 degrees Celsius, 00:00:34.880 --> 00:00:38.620 you get some methane gas in the presence of water. 00:00:38.620 --> 00:00:39.453 And of course, 00:00:39.453 --> 00:00:41.820 water at that temperature is going to be a gas, 00:00:41.820 --> 00:00:43.370 we're talking about steam. 00:00:43.370 --> 00:00:47.210 And then they will react to produce carbon monoxide 00:00:47.210 --> 00:00:50.410 and molecular hydrogen. 00:00:50.410 --> 00:00:53.180 Now something might be feeling a little off 00:00:53.180 --> 00:00:55.770 when I wrote this reaction like this. 00:00:55.770 --> 00:00:58.900 So pause this video and think about what is off here. 00:00:58.900 --> 00:01:00.710 And I'll give you a little bit of a hint. 00:01:00.710 --> 00:01:02.850 Think about what are we inputting? 00:01:02.850 --> 00:01:04.890 What are the atoms and the number of atoms 00:01:04.890 --> 00:01:06.650 that we're inputting into the reaction? 00:01:06.650 --> 00:01:09.290 And then what are the number and the types of atoms 00:01:09.290 --> 00:01:10.470 that we are outputting? 00:01:10.470 --> 00:01:13.110 For example, we have one carbon that we are inputting 00:01:13.110 --> 00:01:14.670 between the methane and the water. 00:01:14.670 --> 00:01:17.210 And we have one carbon that we are getting out 00:01:17.210 --> 00:01:18.300 on the other side. 00:01:18.300 --> 00:01:20.490 Think about that for the oxygen and the hydrogens, 00:01:20.490 --> 00:01:23.223 and see whether it all makes sense. 00:01:24.210 --> 00:01:26.980 All right, now let's work through this together. 00:01:26.980 --> 00:01:29.210 And actually to help us visualize, 00:01:29.210 --> 00:01:31.350 instead of just writing it in this form, 00:01:31.350 --> 00:01:34.650 I'm also gonna try to visualize the various molecules. 00:01:34.650 --> 00:01:36.860 So this right over here is a methane molecule. 00:01:36.860 --> 00:01:40.190 You have one carbon that is bonded to four hydrogens. 00:01:40.190 --> 00:01:42.993 You can see that up there, CH4, CH4. 00:01:43.990 --> 00:01:45.620 Here we have a water molecule. 00:01:45.620 --> 00:01:49.800 You have an oxygen that is bonded to two hydrogens. 00:01:49.800 --> 00:01:51.520 And then they react. 00:01:51.520 --> 00:01:53.400 You get a carbon monoxide molecule, 00:01:53.400 --> 00:01:55.300 or this is how I've visualized it. 00:01:55.300 --> 00:01:57.690 So you have a carbon and an oxygen. 00:01:57.690 --> 00:01:59.760 And then I draw the molecular hydrogen. 00:01:59.760 --> 00:02:03.080 Molecular hydrogen has two hydrogens bonded to each other. 00:02:03.080 --> 00:02:05.790 And that is what I have depicted here. 00:02:05.790 --> 00:02:07.940 Now based on the hint I gave you before 00:02:07.940 --> 00:02:10.090 I asked you to pause the video, 00:02:10.090 --> 00:02:14.260 you will notice that we have a carbon on the input side, 00:02:14.260 --> 00:02:15.340 you have it right there. 00:02:15.340 --> 00:02:17.510 And we have one carbon on the output side. 00:02:17.510 --> 00:02:21.450 So that seems to obey conservation of mass. 00:02:21.450 --> 00:02:23.830 Now what about for the oxygens? 00:02:23.830 --> 00:02:28.410 Well, we have one oxygen between the methane and the water 00:02:28.410 --> 00:02:30.170 that we're inputting into the reaction 00:02:30.170 --> 00:02:31.780 and we have it drawn right over here. 00:02:31.780 --> 00:02:35.094 And then we have one oxygen that we are outputting 00:02:35.094 --> 00:02:39.410 on the output side of our reaction right over here. 00:02:39.410 --> 00:02:40.880 Now what about the hydrogens? 00:02:40.880 --> 00:02:43.330 Well, on the left side of our reaction, right over here, 00:02:43.330 --> 00:02:47.210 we have four hydrogens plus another two or six hydrogens. 00:02:47.210 --> 00:02:48.580 You can also count them here: 00:02:48.580 --> 00:02:52.430 one, two, three, four, five, six hydrogens. 00:02:52.430 --> 00:02:53.640 While on the right hand side, 00:02:53.640 --> 00:02:55.630 we only have two hydrogens, 00:02:55.630 --> 00:02:57.850 and they're in one hydrogen molecules. 00:02:57.850 --> 00:03:00.010 So what happen to the other four hydrogens? 00:03:00.010 --> 00:03:01.790 They can't just disappear. 00:03:01.790 --> 00:03:04.520 We have to have conservation of mass. 00:03:04.520 --> 00:03:07.280 So we need to have another four hydrogens 00:03:07.280 --> 00:03:09.890 on the right-hand side of this equation. 00:03:09.890 --> 00:03:12.490 Well, how can we have another four hydrogens? 00:03:12.490 --> 00:03:16.340 Well, that's if we have two more molecules of hydrogen. 00:03:16.340 --> 00:03:19.960 So that's one, and then that is two. 00:03:19.960 --> 00:03:24.290 So instead of just having one molecule of molecular hydrogen 00:03:24.290 --> 00:03:27.550 that has two hydrogen atoms in it, we now have three. 00:03:27.550 --> 00:03:30.930 So to balance this chemical equation, 00:03:30.930 --> 00:03:32.640 all we have to do is say, okay, 00:03:32.640 --> 00:03:36.020 we don't just have one, one molecule of hydrogen here, 00:03:36.020 --> 00:03:39.660 we have three molecules of hydrogen. 00:03:39.660 --> 00:03:42.870 And what I have just done is balance the chemical equation. 00:03:42.870 --> 00:03:45.930 It's just making sure that we have a conservation of mass, 00:03:45.930 --> 00:03:49.160 that we don't have constituent atoms on the left-hand side 00:03:49.160 --> 00:03:52.420 that somehow disappear on the right hand side, 00:03:52.420 --> 00:03:55.080 or we don't have constituent atoms 00:03:55.080 --> 00:03:57.290 that somehow appear on the right hand side 00:03:57.290 --> 00:04:00.663 without ever being input into the reaction.
Khan Academy Needs Your Help To Keep Going
https://www.youtube.com/watch?v=gqSgo6PUn40
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https://www.youtube.com/api/timedtext?v=gqSgo6PUn40&ei=7lWUZaXhHKqBp-oP5-KFgAo&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=96710C552B64F6C21A02E0E45884F9885905A981.608D9FD31E05C849EA1AB6C4C60ABDE2BB486968&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.250 --> 00:00:02.780 - Hi, Sal Khan here from Khan Academy. 00:00:02.780 --> 00:00:04.550 And I'm just here to remind everyone 00:00:04.550 --> 00:00:06.830 that Khan Academy is a not-for-profit organization 00:00:06.830 --> 00:00:09.230 with a mission of providing a free world-class education 00:00:09.230 --> 00:00:10.600 for anyone anywhere. 00:00:10.600 --> 00:00:13.740 And we can only do that work through philanthropic donations 00:00:13.740 --> 00:00:16.120 from folks like yourself. 00:00:16.120 --> 00:00:19.470 And if you need any extra motivation, I will remind you 00:00:19.470 --> 00:00:22.550 that there's actually a good body of scientific research 00:00:22.550 --> 00:00:25.550 that one of the top ways to become a happier person, 00:00:25.550 --> 00:00:28.600 which we all want to do, is to give to others. 00:00:28.600 --> 00:00:30.180 And when you give to Khan Academy, 00:00:30.180 --> 00:00:31.960 the social return on investment 00:00:31.960 --> 00:00:36.080 is really one of the highest impact philanthropy things 00:00:36.080 --> 00:00:37.430 that you can do. 00:00:37.430 --> 00:00:39.240 So when you give those dollars, 00:00:39.240 --> 00:00:41.239 not only will it help tens of millions of folks 00:00:41.239 --> 00:00:45.690 around the world, but it will also make you a happier person 00:00:45.690 --> 00:00:49.263 as we go through the back half to 2020 and into 2021. 00:00:50.280 --> 00:00:51.630 To make it even better, 00:00:51.630 --> 00:00:55.050 every dollar you give will be matched dollar for dollar 00:00:55.050 --> 00:00:56.830 by a matching gift 00:00:56.830 --> 00:01:00.670 that we have received from a very generous philanthropist. 00:01:00.670 --> 00:01:03.260 So, as we make our way to the end of 2020, 00:01:03.260 --> 00:01:04.560 which has been a tough year, 00:01:04.560 --> 00:01:07.440 and more folks are dependent on Khan Academy 00:01:07.440 --> 00:01:10.230 and being able to keep learning than ever before, 00:01:10.230 --> 00:01:12.210 I hope you seriously consider 00:01:12.210 --> 00:01:15.650 thinking about how powerful a donation to Khan Academy 00:01:15.650 --> 00:01:18.763 can be, and how happy that's going to make you.
Limits of composite functions: internal limit doesn't exist
https://www.youtube.com/watch?v=XYaZgRQdV3g
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WEBVTT Kind: captions Language: en 00:00:00.566 --> 00:00:01.500 - [Instructor] All right, let's get 00:00:01.500 --> 00:00:03.140 a little bit more practice taking limits 00:00:03.140 --> 00:00:04.890 of composite functions. 00:00:04.890 --> 00:00:06.980 Here, we want to figure out what is the limit 00:00:06.980 --> 00:00:11.740 as x approaches negative one of g of h of x? 00:00:11.740 --> 00:00:14.300 The function g, we see it defined graphically 00:00:14.300 --> 00:00:15.800 here on the left, and the function h, 00:00:15.800 --> 00:00:18.140 we see it defined graphically here on the right. 00:00:18.140 --> 00:00:20.090 Pause this video and have a go at this. 00:00:21.060 --> 00:00:23.790 All right, now your first temptation might be to say, 00:00:23.790 --> 00:00:26.780 all right, what is the limit as x approaches negative one 00:00:26.780 --> 00:00:31.780 of h of x, and if that limit exists, then input that into g. 00:00:32.250 --> 00:00:34.710 If you take the limit as x approaches negative one 00:00:34.710 --> 00:00:37.430 of h of x, you see that you have a different limit 00:00:37.430 --> 00:00:39.350 as you approach from the right 00:00:39.350 --> 00:00:41.830 than when you approach from the left. 00:00:41.830 --> 00:00:45.560 So your temptation might be to give up at this point, 00:00:45.560 --> 00:00:47.870 but what we'll do in this video is to realize 00:00:47.870 --> 00:00:51.030 that this composite limit actually exists 00:00:51.030 --> 00:00:53.660 even though the limit as x approaches negative one 00:00:53.660 --> 00:00:56.920 of h of x does not exist. 00:00:56.920 --> 00:00:58.900 How do we figure this out? 00:00:58.900 --> 00:01:00.990 Well, what we could do is take right-handed 00:01:00.990 --> 00:01:02.920 and left-handed limits. 00:01:02.920 --> 00:01:06.180 Let's first figure out what is the limit 00:01:07.110 --> 00:01:11.940 as x approaches negative one from the right hand side 00:01:11.940 --> 00:01:14.937 of g of h of x? 00:01:19.600 --> 00:01:22.380 Well, to think about that, what is the limit of h 00:01:22.380 --> 00:01:25.280 as x approaches negative one from the right hand side? 00:01:25.280 --> 00:01:28.640 As we approach negative one from the right hand side, 00:01:28.640 --> 00:01:32.140 it looks like h is approaching negative two. 00:01:32.140 --> 00:01:35.359 Another way to think about it is this is going to be 00:01:35.359 --> 00:01:40.359 equal to the limit as h of x approaches negative two, 00:01:42.580 --> 00:01:45.630 and what direction is it approaching negative two from? 00:01:45.630 --> 00:01:47.820 Well, it's approaching negative two from values 00:01:47.820 --> 00:01:49.470 larger than negative two. 00:01:49.470 --> 00:01:52.820 H of x is decreasing down to negative two 00:01:52.820 --> 00:01:55.730 as x approaches negative one from the right. 00:01:55.730 --> 00:01:59.910 So it's approaching from values larger than negative two 00:01:59.910 --> 00:02:02.380 of g of h of x. 00:02:02.380 --> 00:02:05.960 G of h of x. 00:02:05.960 --> 00:02:09.100 I'm color coding it to be able to keep track of things. 00:02:09.100 --> 00:02:12.050 This is analogous to saying what is the limit, 00:02:12.050 --> 00:02:16.010 if you think about it as x approaches negative two 00:02:16.010 --> 00:02:18.630 from the positive direction of g? 00:02:18.630 --> 00:02:21.810 Here, h is just the input into g. 00:02:21.810 --> 00:02:25.430 So the input into g is approaching negative two 00:02:25.430 --> 00:02:28.610 from above, from the right I should say, 00:02:28.610 --> 00:02:30.010 from values larger than negative two, 00:02:30.010 --> 00:02:32.890 and we can see that g is approaching three. 00:02:32.890 --> 00:02:36.930 So this right over here is going to be equal to three. 00:02:36.930 --> 00:02:41.443 Now, let's take the limit as x approaches negative one 00:02:44.580 --> 00:02:49.580 from the left of g of h of x. 00:02:51.720 --> 00:02:54.490 What we could do is first think about what is h approaching 00:02:54.490 --> 00:02:57.830 as x approaches negative one from the left? 00:02:57.830 --> 00:03:00.800 As x approaches negative one from the left, 00:03:00.800 --> 00:03:03.860 it looks like h is approaching negative three. 00:03:03.860 --> 00:03:06.000 We could say this is the limit 00:03:07.060 --> 00:03:11.660 as h of x is approaching negative three, 00:03:11.660 --> 00:03:13.620 and it is approaching negative three 00:03:13.620 --> 00:03:15.860 from values greater than negative three. 00:03:15.860 --> 00:03:20.200 H of x is approaching negative three from above, 00:03:20.200 --> 00:03:23.850 or we could say from values greater than negative three, 00:03:23.850 --> 00:03:28.850 and then of g of h of x. 00:03:31.340 --> 00:03:32.173 Another way to think about it, 00:03:32.173 --> 00:03:34.790 what is the limit as the input to g 00:03:34.790 --> 00:03:38.550 approaches negative three from the right? 00:03:38.550 --> 00:03:42.600 As we approach negative three from the right, 00:03:42.600 --> 00:03:46.300 g is right here at three, 00:03:46.300 --> 00:03:51.230 so this is going to be equal to three again. 00:03:51.230 --> 00:03:54.890 So notice the right hand limit and the left hand limit 00:03:54.890 --> 00:03:58.100 in this case are both equal to three. 00:03:58.100 --> 00:03:59.850 So when the right hand and the left hand limit 00:03:59.850 --> 00:04:02.450 is equal to the same thing, we know that the limit 00:04:02.450 --> 00:04:04.540 is equal to that thing. 00:04:04.540 --> 00:04:06.480 This is a pretty cool example, 00:04:06.480 --> 00:04:09.830 because the limit of, you could say the internal function 00:04:09.830 --> 00:04:12.520 right over here of h of x, did not exist, 00:04:12.520 --> 00:04:16.293 but the limit of the composite function still exists.
Limits of composite functions: external limit doesn't exist
https://www.youtube.com/watch?v=VAk50-zIes8
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en
WEBVTT Kind: captions Language: en 00:00:00.000 --> 00:00:01.580 - [Instructor] So over here I have two functions 00:00:01.580 --> 00:00:03.950 that have been visually or graphically defined. 00:00:03.950 --> 00:00:06.950 On the left here I have the graph of g of x, 00:00:06.950 --> 00:00:09.920 and on the right here I have the graph of h of x. 00:00:09.920 --> 00:00:11.760 And what I want to do is figure out 00:00:11.760 --> 00:00:16.760 what is the limit of g of h of x as x approaches one. 00:00:17.690 --> 00:00:20.783 Pause this video and see if you can figure that out. 00:00:21.690 --> 00:00:23.030 All right, now let's do this together. 00:00:23.030 --> 00:00:24.950 Now the first thing that you might try to say is, 00:00:24.950 --> 00:00:27.530 all right, let's just figure out first, 00:00:27.530 --> 00:00:32.530 the limit as x approaches one of h of x. 00:00:33.180 --> 00:00:35.310 And when you look at that, what is that going to be? 00:00:35.310 --> 00:00:38.210 Well, as we approach one from the left, 00:00:38.210 --> 00:00:40.650 it looks like h of x is approaching two. 00:00:40.650 --> 00:00:42.100 And as we approach from the right, 00:00:42.100 --> 00:00:44.260 it looks like h of x is approaching two. 00:00:44.260 --> 00:00:46.680 So it looks like this is just going to be two. 00:00:46.680 --> 00:00:47.513 And let me see, okay, 00:00:47.513 --> 00:00:50.510 well maybe we can then just input that into g. 00:00:50.510 --> 00:00:52.120 So what is g of two? 00:00:52.120 --> 00:00:54.830 Well, g of two is zero, 00:00:54.830 --> 00:00:56.870 but the limit doesn't seem defined. 00:00:56.870 --> 00:00:58.870 It looks like when we approach two from the right, 00:00:58.870 --> 00:01:00.280 we're approaching zero. 00:01:00.280 --> 00:01:01.640 And when we approach two from the left, 00:01:01.640 --> 00:01:03.440 we're approaching negative two. 00:01:03.440 --> 00:01:06.400 So maybe this limit doesn't exist. 00:01:06.400 --> 00:01:07.800 But if you're thinking that, 00:01:07.800 --> 00:01:10.120 we haven't fully thought through it, 00:01:10.120 --> 00:01:12.550 because what we could do is think about this limit 00:01:12.550 --> 00:01:16.190 in terms of both the left-handed and right-handed limits. 00:01:16.190 --> 00:01:17.940 So let's think of it this way. 00:01:17.940 --> 00:01:21.540 First, let's think about what is the limit 00:01:22.420 --> 00:01:27.420 as x approaches one from the left-hand side of g of h of x. 00:01:31.180 --> 00:01:32.980 All right, when you think about it this way, 00:01:32.980 --> 00:01:37.520 if we're approaching one from the left right over here, 00:01:37.520 --> 00:01:41.380 we see that we are approaching two from the left, 00:01:41.380 --> 00:01:44.620 I guess you could say, we're approaching two from below. 00:01:44.620 --> 00:01:48.360 And so the thing that we are inputting into g of x 00:01:48.360 --> 00:01:51.180 is approaching two from below. 00:01:51.180 --> 00:01:54.270 So the thing that we are inputting into g 00:01:54.270 --> 00:01:56.730 is approaching two from below. 00:01:56.730 --> 00:01:59.220 So if you approach two from below, 00:01:59.220 --> 00:02:01.000 right over here, what is g approaching? 00:02:01.000 --> 00:02:04.290 It looks like g is approaching negative two. 00:02:04.290 --> 00:02:07.450 So this looks like it is going to be equal to negative two, 00:02:07.450 --> 00:02:09.620 at least this left-handed limit. 00:02:09.620 --> 00:02:11.460 Now let's do a right-handed limit. 00:02:11.460 --> 00:02:14.960 What is the limit as x approaches one 00:02:14.960 --> 00:02:19.670 from the right hand of g of h of x? 00:02:19.670 --> 00:02:21.670 Well, we can do the same exercise. 00:02:21.670 --> 00:02:24.480 As we approach one from the right, 00:02:24.480 --> 00:02:28.050 it looks like h is approaching two from below, 00:02:28.050 --> 00:02:30.660 from values less than two. 00:02:30.660 --> 00:02:33.820 And so if we are approaching two from below, 00:02:33.820 --> 00:02:34.730 because remember, 00:02:34.730 --> 00:02:38.110 whatever h is outputting is the input into g. 00:02:38.110 --> 00:02:40.900 So if the thing that we're inputting g into g 00:02:40.900 --> 00:02:43.190 is approaching two from below, 00:02:43.190 --> 00:02:45.640 that means that g, once again, 00:02:45.640 --> 00:02:49.130 is going to be approaching negative two. 00:02:49.130 --> 00:02:52.370 So this is a really, really, really interesting case, 00:02:52.370 --> 00:02:57.370 where the limit of g of x as x approaches two 00:02:57.470 --> 00:02:59.010 does not exist. 00:02:59.010 --> 00:03:00.440 But because on h of x, 00:03:00.440 --> 00:03:03.220 when we approach from both the left and the right hand side, 00:03:03.220 --> 00:03:05.490 h is approaching two from below. 00:03:05.490 --> 00:03:07.770 We just have to think about the left-handed limit 00:03:07.770 --> 00:03:11.900 as we approach two from below or from the left on g, 00:03:11.900 --> 00:03:15.210 because in both situations, we are approaching negative two. 00:03:15.210 --> 00:03:17.930 And so that is going to be our limit. 00:03:17.930 --> 00:03:19.860 When the left-handed and the right-handed limit 00:03:19.860 --> 00:03:22.150 are the same, that is going to be your limit. 00:03:22.150 --> 00:03:24.163 It is equal to negative two.
Finding decreasing interval given the function
https://www.youtube.com/watch?v=Fk4pn8ZOy1w
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https://www.youtube.com/api/timedtext?v=Fk4pn8ZOy1w&ei=7lWUZZ3kL4u1vdIPqpKNEA&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=D32230C503504448ADC38D1AAB73FFA6E5D2C0F5.88E4D22CF949D8E94A012D2FF9B574663979056C&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.510 --> 00:00:02.330 - [Instructor] Let's say we have the function 00:00:02.330 --> 00:00:06.080 F of X is equal to X to the sixth, 00:00:06.080 --> 00:00:08.540 minus three X to the fifth. 00:00:08.540 --> 00:00:10.630 And my question to you 00:00:10.630 --> 00:00:13.740 is using only what we know about derivatives. 00:00:13.740 --> 00:00:16.670 Try to figure out over what interval or intervals 00:00:16.670 --> 00:00:18.930 is this function decreasing? 00:00:18.930 --> 00:00:21.480 Pause the video and try to figure that out. 00:00:21.480 --> 00:00:24.130 All right, now let's do this together. 00:00:24.130 --> 00:00:26.650 So we know that a function is decreasing 00:00:26.650 --> 00:00:28.530 when its derivative is negative. 00:00:28.530 --> 00:00:29.780 Or another way to say it, 00:00:29.780 --> 00:00:30.990 It's going to be decreasing 00:00:30.990 --> 00:00:33.560 when F prime of X 00:00:33.560 --> 00:00:36.800 is less than zero. 00:00:36.800 --> 00:00:39.010 So what is F prime of X? 00:00:39.010 --> 00:00:40.770 Well, we could use the derivative rules 00:00:40.770 --> 00:00:42.420 and drew the properties we know. 00:00:42.420 --> 00:00:45.000 We apply the power rule to X, to the sixth, 00:00:45.000 --> 00:00:46.300 We bring the six out front 00:00:46.300 --> 00:00:48.430 or multiply the one coefficient here, 00:00:48.430 --> 00:00:51.510 times six, to get six, 00:00:51.510 --> 00:00:54.000 X to the fifth 00:00:54.000 --> 00:00:55.570 detriment that exponent, 00:00:55.570 --> 00:00:58.550 minus bring the five times the three 00:00:58.550 --> 00:01:01.040 minus 15, X to the, 00:01:01.040 --> 00:01:02.330 we detriment the five, 00:01:02.330 --> 00:01:04.410 so X to the fourth. 00:01:04.410 --> 00:01:05.940 And we need to figure out 00:01:05.940 --> 00:01:10.310 over what intervals is this going to be less than zero. 00:01:10.310 --> 00:01:13.160 And now let's see how we can simplify this a little bit. 00:01:13.160 --> 00:01:16.730 Both of these terms are divisible by X to the fourth, 00:01:16.730 --> 00:01:19.160 and they're both divisible by three. 00:01:19.160 --> 00:01:23.480 So let's factor out a three X to the fourth 00:01:23.480 --> 00:01:25.830 times, you factor out of three X to the fourth year, 00:01:25.830 --> 00:01:29.090 you're left with a two X, 00:01:29.090 --> 00:01:32.060 and then over here you have minus five 00:01:32.060 --> 00:01:34.650 has to be less than zero. 00:01:34.650 --> 00:01:36.240 Any interval where this is true, 00:01:36.240 --> 00:01:38.570 we are going to be decreasing. 00:01:38.570 --> 00:01:40.710 Now, how do we get this to be less than zero? 00:01:40.710 --> 00:01:42.580 Well, if I take the product of two things 00:01:42.580 --> 00:01:43.970 and it's less than zero, 00:01:43.970 --> 00:01:46.530 that means that they have to have different signs, 00:01:46.530 --> 00:01:48.250 either one's positive and the other's negative 00:01:48.250 --> 00:01:50.390 or one's negative and the other's positive. 00:01:50.390 --> 00:01:52.030 So we have two situations. 00:01:52.030 --> 00:01:54.200 So we could say either, 00:01:54.200 --> 00:01:57.810 either, three X to the fourth 00:01:57.810 --> 00:01:59.600 is greater than zero 00:01:59.600 --> 00:02:04.260 and, and two X minus five 00:02:04.260 --> 00:02:06.200 is less than zero. 00:02:06.200 --> 00:02:07.870 So that's one situation. 00:02:07.870 --> 00:02:09.520 I'll do some in a different color, 00:02:09.520 --> 00:02:12.700 or I'll do this one in a different color, 00:02:12.700 --> 00:02:16.920 three X to the fourth is less than zero 00:02:16.920 --> 00:02:20.620 and two X minus five 00:02:20.620 --> 00:02:22.810 is greater than zero. 00:02:22.810 --> 00:02:25.170 Actually let me stay on the second case first. 00:02:25.170 --> 00:02:26.420 Are there any situations 00:02:26.420 --> 00:02:29.270 where three X to the fourth can be less than zero? 00:02:29.270 --> 00:02:30.320 You take any number, 00:02:30.320 --> 00:02:31.480 you take it to the fourth power 00:02:31.480 --> 00:02:32.480 even if it's a negative, 00:02:32.480 --> 00:02:33.940 it's going to become a positive. 00:02:33.940 --> 00:02:37.310 So you can't get a negative expression right over here. 00:02:37.310 --> 00:02:40.790 So actually the second condition is impossible to obtain. 00:02:40.790 --> 00:02:43.190 You can't get any situation for any X 00:02:43.190 --> 00:02:45.410 where three X to the fourth is less than zero. 00:02:45.410 --> 00:02:47.330 So we can rule this one out. 00:02:47.330 --> 00:02:49.310 And so this is our best hope. 00:02:49.310 --> 00:02:52.170 So under what conditions is three X to the fourth, 00:02:52.170 --> 00:02:54.630 greater than zero. 00:02:54.630 --> 00:02:56.570 Well, if you divide both sides by three, 00:02:56.570 --> 00:03:01.530 you get X to the fourth is greater than zero. 00:03:01.530 --> 00:03:02.950 And if you think about it, 00:03:02.950 --> 00:03:05.930 this is gonna be true for any X value 00:03:05.930 --> 00:03:08.110 that is not equal to zero. 00:03:08.110 --> 00:03:09.410 Even if you have a negative value there, 00:03:09.410 --> 00:03:10.243 if you have a negative one, 00:03:10.243 --> 00:03:11.980 you take it to the fourth power becomes a positive one. 00:03:11.980 --> 00:03:14.100 Only zero will be equal to zero 00:03:14.100 --> 00:03:15.570 when you take it to the fourth power. 00:03:15.570 --> 00:03:16.510 So one way we could say this 00:03:16.510 --> 00:03:19.090 is going to be true for any non zero X, 00:03:19.090 --> 00:03:22.130 or we could just say, X does not equal zero, 00:03:22.130 --> 00:03:25.140 and, this is a little bit more straightforward, 00:03:25.140 --> 00:03:26.750 we add five to both sides 00:03:26.750 --> 00:03:29.240 we get two X is less than five, 00:03:29.240 --> 00:03:31.380 divide both sides by two, 00:03:31.380 --> 00:03:35.250 you get X is less than five halves. 00:03:35.250 --> 00:03:37.180 So it might be tempting to say, all right, 00:03:37.180 --> 00:03:38.860 the intervals that matter are 00:03:38.860 --> 00:03:41.930 all the exes less than five halves, 00:03:41.930 --> 00:03:45.710 but X cannot be equal to zero. 00:03:45.710 --> 00:03:48.210 Now, is that the entire interval 00:03:48.210 --> 00:03:50.540 where our function is decreasing? 00:03:50.540 --> 00:03:53.370 Well, let's think about what happens at zero itself. 00:03:53.370 --> 00:03:57.990 We're decreasing over the interval from negative infinity 00:03:57.990 --> 00:03:59.710 all the way up to zero. 00:03:59.710 --> 00:04:03.920 And we're also decreasing from zero to five halves. 00:04:03.920 --> 00:04:06.220 And so for decreasing right to the left of zero, 00:04:06.220 --> 00:04:07.940 we're decreasing right to the right of zero, 00:04:07.940 --> 00:04:10.020 we're actually going to be decreasing at zero 00:04:10.020 --> 00:04:14.010 at we're also gonna be decreasing at zero as well. 00:04:14.010 --> 00:04:15.640 So there's something interesting here, 00:04:15.640 --> 00:04:18.800 even though the derivative at X equals zero, 00:04:18.800 --> 00:04:20.950 is going to be equal to zero, 00:04:20.950 --> 00:04:23.510 we are still decreasing. 00:04:23.510 --> 00:04:25.810 And so the interval that we care about 00:04:25.810 --> 00:04:27.550 the interval over which we're decreasing 00:04:27.550 --> 00:04:31.090 is just X is less than five halves. 00:04:31.090 --> 00:04:33.340 And we can see that by graphing the function, 00:04:33.340 --> 00:04:35.790 I graphed it on Desmos, 00:04:35.790 --> 00:04:37.620 and you can see here 00:04:37.620 --> 00:04:40.580 that the function is decreasing from negative infinity, 00:04:40.580 --> 00:04:42.710 it's decreasing at a slower and slower rate 00:04:42.710 --> 00:04:45.790 we get to zero still decreasing to the left of zero, 00:04:45.790 --> 00:04:48.410 and then it continues to decrease to the right of zero. 00:04:48.410 --> 00:04:51.570 So any, any value, any X value to the left of zero 00:04:51.570 --> 00:04:52.940 the value of the function is going to be 00:04:52.940 --> 00:04:54.980 larger than F of zero, 00:04:54.980 --> 00:04:56.610 and X to the right of zero. 00:04:56.610 --> 00:04:57.770 The value of the function is going to be 00:04:57.770 --> 00:04:59.760 less than the function at zero. 00:04:59.760 --> 00:05:02.180 So it's actually decreasing through zero, 00:05:02.180 --> 00:05:06.110 even though the slope of the tangent line at zero is zero, 00:05:06.110 --> 00:05:07.800 even though it's non negative 00:05:07.800 --> 00:05:09.530 and then we keep decreasing 00:05:09.530 --> 00:05:11.970 so we're decreasing for all values of X, 00:05:11.970 --> 00:05:14.890 less than five halves, 00:05:14.890 --> 00:05:16.693 which you can see visually here.
Example: Graphing y=-cos(π⋅x)+1.5
https://www.youtube.com/watch?v=9XtCWJmKF28
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https://www.youtube.com/api/timedtext?v=9XtCWJmKF28&ei=7lWUZYG7I-u4mLAPtuOK8AM&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=92DF96A1F5EB5DC3C9CE0CDDA9AB2F1680400CAE.6AD53271A49D1A4EEBEDFA87B637B40EDFD98BE4&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.740 --> 00:00:01.710 - [Instructor] We're told to graph 00:00:01.710 --> 00:00:05.850 y is equal to negative cosine of pi times x plus 1.5 00:00:06.998 --> 00:00:09.190 in the interactive widget. 00:00:09.190 --> 00:00:11.810 So, pause this video and think about how you would do that. 00:00:11.810 --> 00:00:13.980 And just to explain how this widget works 00:00:13.980 --> 00:00:15.780 if you're trying to do it on Khan Academy, 00:00:15.780 --> 00:00:19.610 this dot right over here helps define the midline. 00:00:19.610 --> 00:00:21.180 You can move that up and down. 00:00:21.180 --> 00:00:23.090 And then this one right over here 00:00:23.090 --> 00:00:25.070 is a neighboring extreme point. 00:00:25.070 --> 00:00:28.850 So either a minimum or a maximum point. 00:00:28.850 --> 00:00:32.240 So, there's a couple of ways that we could approach this. 00:00:32.240 --> 00:00:33.073 First of all, 00:00:33.073 --> 00:00:37.420 let's just think about what would cosine of pi x look like, 00:00:37.420 --> 00:00:38.881 and then we'll think about what the negative does 00:00:38.881 --> 00:00:40.740 and the plus 1.5. 00:00:40.740 --> 00:00:42.900 So, cosine of pi x. 00:00:42.900 --> 00:00:45.390 When x is equal zero, 00:00:45.390 --> 00:00:48.500 pi times zero, is just going to be zero, 00:00:48.500 --> 00:00:51.750 cosine of zero is equal to one. 00:00:51.750 --> 00:00:54.010 And if we're just talking about cosine of pi x, 00:00:54.010 --> 00:00:56.570 that's going to be a maximum point when you hit one. 00:00:56.570 --> 00:00:58.320 Just cosine of pi x would oscillate 00:00:58.320 --> 00:01:00.550 between one and negative one. 00:01:00.550 --> 00:01:02.130 And then what would its period be 00:01:02.130 --> 00:01:05.190 if we're talking about cosine of pi x? 00:01:05.190 --> 00:01:06.300 Well, you might remember, 00:01:06.300 --> 00:01:09.530 one way to think about the period is to take two pi 00:01:09.530 --> 00:01:12.730 and divide it by whatever the coefficient is 00:01:12.730 --> 00:01:14.530 on the x right over here. 00:01:14.530 --> 00:01:17.850 So two pi divided by pi would tell us 00:01:17.850 --> 00:01:20.940 that we have a period of two. 00:01:20.940 --> 00:01:23.770 And so how do we construct a period of two here? 00:01:23.770 --> 00:01:27.420 Well, that means that as we start here at x equals zero, 00:01:27.420 --> 00:01:30.500 we're at one, we want to get back to that maximum point 00:01:30.500 --> 00:01:33.830 by the time x is equal to two. 00:01:33.830 --> 00:01:36.180 So let me see how I can do that. 00:01:36.180 --> 00:01:38.660 If I were to squeeze it a little bit, 00:01:38.660 --> 00:01:40.120 that looks pretty good. 00:01:40.120 --> 00:01:42.100 And the reason why I worked on this midline point 00:01:42.100 --> 00:01:45.020 is I liked having this maximum point at one 00:01:45.020 --> 00:01:47.440 when x is equal to zero, 00:01:47.440 --> 00:01:49.550 because we said cosine of pi times zero 00:01:49.550 --> 00:01:50.670 should be equal to one. 00:01:50.670 --> 00:01:53.480 So that's why I'm just manipulating this other point 00:01:53.480 --> 00:01:55.620 in order to set the period right. 00:01:55.620 --> 00:01:56.510 But this looks right. 00:01:56.510 --> 00:01:58.100 We're going from this maximum point 00:01:58.100 --> 00:01:59.420 and we're going all the way down 00:01:59.420 --> 00:02:01.120 and then back to that maximum point, 00:02:01.120 --> 00:02:03.800 and it looks like our period is indeed two. 00:02:03.800 --> 00:02:07.600 So this is what the graph of cosine of pi x would look like. 00:02:07.600 --> 00:02:09.920 Now, what about this negative sign? 00:02:09.920 --> 00:02:12.650 Well, the negative would essentially flip it around. 00:02:12.650 --> 00:02:14.820 So, instead of whenever we're equaling one, 00:02:14.820 --> 00:02:15.940 we should be equal to negative one. 00:02:15.940 --> 00:02:17.510 And every time we're equal to negative one, 00:02:17.510 --> 00:02:18.670 we should be equal to one. 00:02:18.670 --> 00:02:20.100 So what I could is I could just take that 00:02:20.100 --> 00:02:21.520 and then bring it down here, 00:02:21.520 --> 00:02:23.300 and there you have it, I flipped it around. 00:02:23.300 --> 00:02:27.090 So this is the graph of y equals negative cosine of pi x. 00:02:27.090 --> 00:02:29.773 And then last but not least, we have this plus 1.5. 00:02:30.669 --> 00:02:33.840 So that's just going to shift everything up by 1.5. 00:02:33.840 --> 00:02:36.670 So I'm just going to shift everything up by, 00:02:36.670 --> 00:02:41.660 shift it up by 1.5 and shift it up by 1.5. 00:02:43.530 --> 00:02:44.700 And there you have it. 00:02:44.700 --> 00:02:49.700 That is the graph of negative cosine of pi x plus 1.5. 00:02:49.710 --> 00:02:53.170 And you can validate that that's our midline. 00:02:53.170 --> 00:02:56.560 We're still oscillating one above and one below. 00:02:56.560 --> 00:02:59.940 The negative sign, when cosine of pi time zero, 00:02:59.940 --> 00:03:01.800 that should be one, but then you take the negative that, 00:03:01.800 --> 00:03:03.340 we get to negative one. 00:03:03.340 --> 00:03:07.050 You add 1.5 to that, you get to positive .5. 00:03:07.050 --> 00:03:09.593 And so this is all looking quite good.
Example: Graphing y=3⋅sin(½⋅x)-2
https://www.youtube.com/watch?v=-Si4W4KyeMw
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en
WEBVTT Kind: captions Language: en 00:00:00.220 --> 00:00:01.450 - [Instructor] So we're asked to graph 00:00:01.450 --> 00:00:04.440 y is equal to three times sine of 1/2x 00:00:04.440 --> 00:00:06.900 minus 2 in the interactive widget. 00:00:06.900 --> 00:00:08.250 And this is the interactive widget 00:00:08.250 --> 00:00:10.460 that you would find on Khan Academy. 00:00:10.460 --> 00:00:14.410 And it first bears mentioning how this widget works. 00:00:14.410 --> 00:00:16.330 So this point right over here, 00:00:16.330 --> 00:00:19.670 it helps you define the midline, 00:00:19.670 --> 00:00:20.800 the thing that you could imagine 00:00:20.800 --> 00:00:23.540 your sine or cosine function oscillates around, 00:00:23.540 --> 00:00:26.400 and then you also define a neighboring extreme point, 00:00:26.400 --> 00:00:29.240 either a maximum or a minimum point 00:00:29.240 --> 00:00:32.060 to graph your function. 00:00:32.060 --> 00:00:33.700 So let's think about how we would do this, 00:00:33.700 --> 00:00:35.470 and like always, I encourage you to pause this video 00:00:35.470 --> 00:00:37.810 and think about how you would do it yourself. 00:00:37.810 --> 00:00:39.510 But the first way I like to think about it 00:00:39.510 --> 00:00:42.010 is what would a regular, just, if this just said 00:00:42.010 --> 00:00:45.370 y is equal to sine of x, how would I graph that? 00:00:45.370 --> 00:00:47.560 Well, sine of 0 is 0. 00:00:47.560 --> 00:00:52.560 Sine of pi over 2 is 1. 00:00:52.770 --> 00:00:55.530 And then sine of pi is 0, again. 00:00:55.530 --> 00:00:59.550 And so this is what just regular sine of x would look like. 00:00:59.550 --> 00:01:01.770 But let's think about how this is different. 00:01:01.770 --> 00:01:04.300 Well, first of all, it's not just sine of x, 00:01:04.300 --> 00:01:06.820 it's sine of 1/2x. 00:01:06.820 --> 00:01:10.730 So what would be the graph of just sine of 1/2x? 00:01:10.730 --> 00:01:11.940 Well, one way to think about it, 00:01:11.940 --> 00:01:13.660 there's actually two ways to think about it, 00:01:13.660 --> 00:01:16.720 is a coefficient right over here on your x term 00:01:16.720 --> 00:01:19.160 that tells you how fast 00:01:19.160 --> 00:01:22.070 the thing that's being inputted into sine is growing. 00:01:22.070 --> 00:01:24.720 And now it's going to grow half as fast. 00:01:24.720 --> 00:01:26.680 And so one way to think about it is 00:01:26.680 --> 00:01:29.920 your period is now going to be twice as long. 00:01:29.920 --> 00:01:31.210 So one way to think about it is 00:01:31.210 --> 00:01:33.940 instead of getting to this next maximum point at pi over 2, 00:01:33.940 --> 00:01:35.620 you're going to get there at pi. 00:01:35.620 --> 00:01:36.770 And you could test that. 00:01:36.770 --> 00:01:39.210 If you at, when x is equal to pi, 00:01:39.210 --> 00:01:42.120 this will be 1/2 pi, sine of 1/2 pi, 00:01:42.120 --> 00:01:44.930 is indeed equal to 1. 00:01:44.930 --> 00:01:47.100 Another way to think about it is 00:01:47.100 --> 00:01:48.640 you might be familiar with the formula, 00:01:48.640 --> 00:01:49.920 although I always like you to think 00:01:49.920 --> 00:01:51.790 about where these formulas come from, 00:01:51.790 --> 00:01:55.490 that to figure out the period of a sine or cosine function, 00:01:55.490 --> 00:01:57.080 you take 2 pi and you divide it 00:01:57.080 --> 00:01:59.370 by whatever this coefficient is. 00:01:59.370 --> 00:02:02.040 So 2 pi divided by 1/2 is going to be 4 pi. 00:02:02.040 --> 00:02:03.160 And you could see the period here, 00:02:03.160 --> 00:02:07.440 we go up, down, and back to where we were over 4 pi. 00:02:07.440 --> 00:02:08.400 And that makes sense, 00:02:08.400 --> 00:02:10.360 because if you just had a 1 coefficient here, 00:02:10.360 --> 00:02:12.950 your period would be 2 pi, 2 pi radians. 00:02:12.950 --> 00:02:15.820 You make one circle around the unit circle 00:02:15.820 --> 00:02:17.430 is one way to think about it. 00:02:17.430 --> 00:02:21.670 So right here we have the graph of sine of 1/2x. 00:02:21.670 --> 00:02:23.370 Now what if we wanted to, instead, 00:02:23.370 --> 00:02:27.180 think about 3 times the graph of sine of 1/2x, 00:02:27.180 --> 00:02:29.560 or 3 sine 1/2x? 00:02:29.560 --> 00:02:31.010 Well then our amplitude's just going to be 00:02:31.010 --> 00:02:32.450 three times as much. 00:02:32.450 --> 00:02:35.450 And so instead of our maximum point going from, 00:02:35.450 --> 00:02:37.030 instead of our maximum point being at 1, 00:02:37.030 --> 00:02:38.910 it will now be at 3. 00:02:38.910 --> 00:02:40.500 Or another way to think about it is 00:02:40.500 --> 00:02:44.500 we're going 3 above the midline and 3 below the midline. 00:02:44.500 --> 00:02:48.560 So this right over here is the graph of 3 sine of 1/2x. 00:02:48.560 --> 00:02:50.620 Now we have one thing left to do, 00:02:50.620 --> 00:02:52.330 and this is this minus 2. 00:02:52.330 --> 00:02:55.960 So this minus 2 is just going to shift everything down by 2. 00:02:55.960 --> 00:02:57.810 So we just have to shift everything down. 00:02:57.810 --> 00:02:59.780 So let me shift this one down by 2 00:02:59.780 --> 00:03:01.760 and let me shift it this one down by 2. 00:03:01.760 --> 00:03:03.460 And so there you have it. 00:03:03.460 --> 00:03:07.250 Notice our period is still 4 pi. 00:03:07.250 --> 00:03:09.770 Our amplitude, how much we oscillate 00:03:09.770 --> 00:03:12.670 above or below the midline, is still 3. 00:03:12.670 --> 00:03:14.600 And now we have this minus 2. 00:03:14.600 --> 00:03:17.180 Another way to think about it, when x is equal to 0, 00:03:17.180 --> 00:03:19.140 this whole first term is going to be 0, 00:03:19.140 --> 00:03:21.530 and y should be equal to negative 2? 00:03:21.530 --> 00:03:22.563 And we're done.
GoodBoy3000
https://www.youtube.com/watch?v=tD1e_BaOA4U
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en
WEBVTT Kind: captions Language: en 00:00:00.485 --> 00:00:01.650 (soft music) 00:00:01.650 --> 00:00:03.580 - [Narrator] Every morning, your neural chip alarm 00:00:03.580 --> 00:00:07.170 goes off at 5:00 a.m. Metropoluxe standard time. 00:00:07.170 --> 00:00:09.000 You'd prefer to be woken up by the Sun, 00:00:09.000 --> 00:00:11.560 but nobody in your sector of the city is allowed 00:00:11.560 --> 00:00:15.740 to venture to the upper levels to experience real sunlight. 00:00:15.740 --> 00:00:19.300 Oh well, chip-regulated hormones and artificial sunlight 00:00:19.300 --> 00:00:22.000 work well enough for the likes of us. 00:00:22.000 --> 00:00:23.400 Even at this early hour, 00:00:23.400 --> 00:00:26.730 you hear the hum of Metropoluxe all around you. 00:00:26.730 --> 00:00:29.820 The artificial sun lamps warming up their bulbs, 00:00:29.820 --> 00:00:32.010 the garbage bots circling the city floor 00:00:32.010 --> 00:00:34.010 to sweep up the trash, 00:00:34.010 --> 00:00:37.670 the workers trudging to expresselator terminals, 00:00:37.670 --> 00:00:38.800 you roll out of your cot 00:00:38.800 --> 00:00:42.120 and switch on the tiny sunlamp over the tiny workbench 00:00:42.120 --> 00:00:44.870 you crammed into the corner of your room. 00:00:44.870 --> 00:00:48.710 As you approach the table, GB3 whirs awake. 00:00:48.710 --> 00:00:51.100 You greet him fondly as you pat his head. 00:00:51.100 --> 00:00:53.300 The robot nuzzles up next to you. 00:00:53.300 --> 00:00:55.890 Its metal fur is cold this morning. 00:00:55.890 --> 00:00:57.670 But you don't really mind. 00:00:57.670 --> 00:01:01.170 The GoodBoy3000 is a canine companion robot, 00:01:01.170 --> 00:01:03.430 the most advanced technology of its kind. 00:01:03.430 --> 00:01:05.150 Well, except for the fact 00:01:05.150 --> 00:01:07.543 that they're up to the 7,000 series now, 00:01:08.610 --> 00:01:10.690 and this isn't the real deal. 00:01:10.690 --> 00:01:13.740 Those costs hundreds of thousands of credits. 00:01:13.740 --> 00:01:17.070 You found a good as new GoodBoy3000 neuro coil 00:01:17.070 --> 00:01:19.380 at the scrap yard a few years back, 00:01:19.380 --> 00:01:21.840 and figured you could learn how to build one. 00:01:21.840 --> 00:01:24.560 Years of tinkering and experimenting later, 00:01:24.560 --> 00:01:26.710 you built your best friend. 00:01:26.710 --> 00:01:29.560 Speaking of the scrapyard, you glance at the nano clock 00:01:29.560 --> 00:01:32.060 from the corner of your heads up display. 00:01:32.060 --> 00:01:35.860 You have about 45 more minutes left to work on GB3 00:01:35.860 --> 00:01:37.970 before you have to head to the expresselators 00:01:37.970 --> 00:01:39.950 to get to work on time. 00:01:39.950 --> 00:01:42.160 Just thinking about your dead circuit of a boss 00:01:42.160 --> 00:01:44.150 makes you grumble to yourself. 00:01:44.150 --> 00:01:47.080 If you're even a second late, you're fired. 00:01:47.080 --> 00:01:48.780 You shiver at the thought. 00:01:48.780 --> 00:01:51.190 Losing your job would mean that your parents 00:01:51.190 --> 00:01:52.770 would be furious. 00:01:52.770 --> 00:01:56.350 And what little credits you did have would quickly dry up. 00:01:56.350 --> 00:02:00.050 You motion for GB3 to sit in front of you on the workbench. 00:02:00.050 --> 00:02:01.830 You flip on his maintenance switch 00:02:01.830 --> 00:02:05.810 and start to examine his auxiliary memory backup subsystem. 00:02:05.810 --> 00:02:07.630 You've been getting up early for months now 00:02:07.630 --> 00:02:09.360 to spend time on this. 00:02:09.360 --> 00:02:11.240 It's not a feature that these robots have, 00:02:11.240 --> 00:02:13.510 but that hasn't stopped you from taking the time 00:02:13.510 --> 00:02:16.400 and effort to figure out the mechanics on your own. 00:02:16.400 --> 00:02:19.380 Everything from the hour spent trolling the holodecks 00:02:19.380 --> 00:02:21.360 to study robot manuals, 00:02:21.360 --> 00:02:24.310 to showing up to your workbench every day to tinker 00:02:24.310 --> 00:02:26.240 and experiment with parts. 00:02:26.240 --> 00:02:29.940 If you can solve it, GB3 will be the only dog in Metropoluxe 00:02:29.940 --> 00:02:31.440 with this tech. 00:02:31.440 --> 00:02:33.230 Your hard work has paid off. 00:02:33.230 --> 00:02:36.240 Your GB3 is as good as the newest 7,000 series 00:02:36.240 --> 00:02:38.820 they keep showing on the telebeam. 00:02:38.820 --> 00:02:39.820 You shake your head. 00:02:40.670 --> 00:02:44.650 You can't even imagine owning something that expensive. 00:02:44.650 --> 00:02:47.070 Who even has that many credits? 00:02:47.070 --> 00:02:49.910 A solar in the upper levels, you guess. 00:02:49.910 --> 00:02:51.870 You've been trying to make a memory input 00:02:51.870 --> 00:02:54.270 of GB3 for weeks now. 00:02:54.270 --> 00:02:56.840 If something were to happen with GB3, 00:02:56.840 --> 00:02:58.950 you could initiate a restoration process 00:02:58.950 --> 00:03:00.840 that would bring him back to life. 00:03:00.840 --> 00:03:04.390 The thought of losing him, his memory data, 00:03:04.390 --> 00:03:06.800 well, it's unthinkable. 00:03:06.800 --> 00:03:08.810 You have a promise you made to yourself 00:03:08.810 --> 00:03:10.920 that you take very seriously. 00:03:10.920 --> 00:03:13.770 Some progress, just any little thing 00:03:13.770 --> 00:03:16.880 everyday while working on GB3. 00:03:16.880 --> 00:03:19.460 But the last week or so has been rough. 00:03:19.460 --> 00:03:20.760 You check the clock again. 00:03:21.650 --> 00:03:24.030 You're running low on time for today. 00:03:24.030 --> 00:03:26.760 And while everything seems to be connected properly, 00:03:26.760 --> 00:03:28.810 it just hasn't been working. 00:03:28.810 --> 00:03:31.300 Still, your promise. 00:03:31.300 --> 00:03:35.083 You find an empty power connection on one of the components. 00:03:36.110 --> 00:03:38.730 That component's already connected to the main feed. 00:03:38.730 --> 00:03:41.210 So you're not quite sure why there's another lead 00:03:41.210 --> 00:03:44.600 going to it, but hey, it's something. 00:03:44.600 --> 00:03:48.090 You wire it up, put a dab of sotter on the connection, 00:03:48.090 --> 00:03:50.673 and start closing the access panels you'd opened. 00:03:52.560 --> 00:03:54.920 You even use an upgraded replacement panel 00:03:54.920 --> 00:03:58.890 over your custom enclosure to ensure progress for today, 00:03:58.890 --> 00:04:01.270 in case the power thing was a dead end? 00:04:01.270 --> 00:04:03.160 You flip the maintenance switch back off 00:04:03.160 --> 00:04:06.740 and grab your satchel as GB3 whirs to life behind you. 00:04:06.740 --> 00:04:09.210 He greets you by rubbing the whole length of his body 00:04:09.210 --> 00:04:11.660 along your leg, shoulder to tail, 00:04:11.660 --> 00:04:15.510 his signature move which you taught him on your own. 00:04:15.510 --> 00:04:17.610 You give him a few quick paths on the head 00:04:17.610 --> 00:04:18.803 and hurry out the door. 00:04:19.680 --> 00:04:21.830 You check the data pad and immediately 00:04:21.830 --> 00:04:24.910 see the alerts you've been missing while tinkering. 00:04:24.910 --> 00:04:28.047 Expresselator's out again. 00:04:28.047 --> 00:04:29.400 (upbeat music) 00:04:29.400 --> 00:04:31.130 It's not the end of the world. 00:04:31.130 --> 00:04:32.880 You only take it one stop anyhow, 00:04:32.880 --> 00:04:35.260 but the alternative is a hyper cycle path 00:04:35.260 --> 00:04:37.670 you always try to avoid. 00:04:37.670 --> 00:04:40.810 You hate showing up to work already caked in dirt. 00:04:40.810 --> 00:04:43.030 You sigh, run to your bike, 00:04:43.030 --> 00:04:45.361 and head out to the edge of Metropoluxe. 00:04:45.361 --> 00:04:47.550 (cosmic whir) 00:04:47.550 --> 00:04:50.250 This is probably the closest you've ever cut it. 00:04:50.250 --> 00:04:52.420 It looks like you'll arrive just a minute or two 00:04:52.420 --> 00:04:54.340 before the start of your shift. 00:04:54.340 --> 00:04:56.650 And that's if nothing else goes wrong. 00:04:56.650 --> 00:04:58.680 Thankfully, nothing does. 00:04:58.680 --> 00:05:02.120 And a short while later you're hopping off your hyper cycle 00:05:02.120 --> 00:05:04.750 and sprinting to the gate of the rusty rodeo. 00:05:04.750 --> 00:05:07.830 Your satchel slapping at the top of your leg, 00:05:07.830 --> 00:05:11.060 you skid through the door, just as the hourly reminder 00:05:11.060 --> 00:05:14.860 blares across the telobeam from the Metropoluxe council. 00:05:14.860 --> 00:05:17.170 - You are in sector 22 00:05:17.170 --> 00:05:20.980 of the Metropoluxe Industrial Reclamation Zone. 00:05:20.980 --> 00:05:24.240 Travel is prohibited to solar levels. 00:05:24.240 --> 00:05:29.030 Do not attempt to interact with the solar, thank you. 00:05:29.030 --> 00:05:32.160 - You hate being reminded how stuck you are in this place, 00:05:32.160 --> 00:05:33.930 but since you just swiped in on time, 00:05:33.930 --> 00:05:37.620 you've still got a job and you've got GB3 too. 00:05:37.620 --> 00:05:39.550 The scrap bot at the gate chirps. 00:05:39.550 --> 00:05:44.140 - Dangerous debris detected, rerouting to crusher. 00:05:44.140 --> 00:05:45.270 - That's odd. 00:05:45.270 --> 00:05:48.660 You usually don't get new scrap until later in your shift. 00:05:48.660 --> 00:05:50.580 You turn to look at what came into the yard, 00:05:50.580 --> 00:05:54.000 but for now, all you see is the massive magnet engaged 00:05:54.000 --> 00:05:55.850 in front of the gate. 00:05:55.850 --> 00:05:58.220 When it lifts, you drop your wrench 00:05:58.220 --> 00:06:03.220 as you see GB3 stuck to the underside, his visor dim. 00:06:03.330 --> 00:06:07.260 A GoodBoy3000 can't survive a magnetic field like that. 00:06:07.260 --> 00:06:09.910 They're still working on that for the 8,000 line. 00:06:09.910 --> 00:06:11.360 And they're not even out yet. 00:06:12.340 --> 00:06:15.820 No, no, no, you must have accidentally enabled 00:06:15.820 --> 00:06:18.470 guardian mode as you gave him one last pat on the head 00:06:18.470 --> 00:06:19.860 out the door. 00:06:19.860 --> 00:06:21.780 Dutifully, he followed you 00:06:21.780 --> 00:06:23.840 and you took him right to the biggest magnet 00:06:23.840 --> 00:06:25.850 you've ever seen in your life. 00:06:25.850 --> 00:06:28.350 You run over to the scrap bot and shove it aside, 00:06:28.350 --> 00:06:31.020 overriding the controls for the scrap magnet. 00:06:31.020 --> 00:06:33.420 Gently, you lower it back in front of the gate 00:06:33.420 --> 00:06:36.080 and disengage the magnetic field. 00:06:36.080 --> 00:06:38.580 You hear GB3 collapse to the dirt 00:06:38.580 --> 00:06:40.870 and you start to choke up a bit. 00:06:40.870 --> 00:06:43.890 You hoist the magnet back to its resting position 00:06:43.890 --> 00:06:45.323 and sprint over to the gate. 00:06:46.350 --> 00:06:48.110 GB3 is lifeless 00:06:48.110 --> 00:06:50.690 as you roll him over to flip the maintenance switch 00:06:50.690 --> 00:06:52.990 and open the access panel. 00:06:52.990 --> 00:06:55.640 The upgraded panel you use today feels like it weighs 00:06:55.640 --> 00:06:58.123 10 times as much as it did when you put it on. 00:06:59.560 --> 00:07:04.100 Oh wow, a small amber LED glows 00:07:04.100 --> 00:07:06.660 inside the custom memory enclosure. 00:07:06.660 --> 00:07:09.610 You glance over and see a symbol on the access panel 00:07:09.610 --> 00:07:11.640 that you didn't recognize. 00:07:11.640 --> 00:07:14.180 It feels like lightning tearing through your brain 00:07:14.180 --> 00:07:15.890 as you make the connection. 00:07:15.890 --> 00:07:19.210 That's the symbol for magnetic shielding. 00:07:19.210 --> 00:07:21.430 You learned about it while studying the parts 00:07:21.430 --> 00:07:24.650 you needed back when you first built GB3. 00:07:24.650 --> 00:07:27.050 Excitedly, you run for a volt pack. 00:07:27.050 --> 00:07:30.330 GB3 still out and you need to bring in some outside power 00:07:30.330 --> 00:07:32.800 to see if this thing's going to work. 00:07:32.800 --> 00:07:34.860 You slide back next to him on your knee pads 00:07:34.860 --> 00:07:36.430 and make the connection. 00:07:36.430 --> 00:07:38.680 The LED flashes green twice, 00:07:38.680 --> 00:07:41.060 then turns back to solid amber. 00:07:41.060 --> 00:07:44.300 You hear a click from inside his main access. 00:07:44.300 --> 00:07:47.050 You jump up and without even bothering to reattach 00:07:47.050 --> 00:07:49.050 the panels, you squint your eyes shut 00:07:49.050 --> 00:07:50.693 and flip the maintenance switch. 00:07:51.889 --> 00:07:52.850 (robot beeps) 00:07:52.850 --> 00:07:53.880 It worked. 00:07:53.880 --> 00:07:57.480 GB3 blinks to life, writes himself, and displays a message 00:07:57.480 --> 00:07:59.757 in block letters across his visor, 00:07:59.757 --> 00:08:02.880 "I knew you could fix me." 00:08:02.880 --> 00:08:04.440 He wags his whole body 00:08:04.440 --> 00:08:07.960 then rubs his shoulder down to his tail against your leg. 00:08:07.960 --> 00:08:09.383 It's really him. 00:08:10.580 --> 00:08:12.690 You knew you could fix him too. 00:08:12.690 --> 00:08:15.250 You whisper as much as you kneel back down 00:08:15.250 --> 00:08:16.970 and wrap him in your arms. 00:08:16.970 --> 00:08:19.040 You think back on everything you learned, 00:08:19.040 --> 00:08:23.360 everything you did to get to this moment with your dog. 00:08:23.360 --> 00:08:27.010 Each one of those hours you put in have played their part. 00:08:27.010 --> 00:08:30.030 You look lovingly into GB3's visor, 00:08:30.030 --> 00:08:32.860 and you swell with a bit of well-earned pride. 00:08:32.860 --> 00:08:34.780 GB3 might not have all the features 00:08:34.780 --> 00:08:36.800 that the newer models come with, 00:08:36.800 --> 00:08:40.379 but he's got something even better, you. 00:08:40.379 --> 00:08:43.296 (electronic music)
The Lighthouse Keeper
https://www.youtube.com/watch?v=kEJRG-xuHi0
vtt
https://www.youtube.com/api/timedtext?v=kEJRG-xuHi0&ei=7lWUZbe0Lo-KmLAPrsmr8Ag&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=C5D15C3AC50DEDB292197A98EB7A77714B7F099D.216DB4889DD397A9AA41263DDC4524BF77107404&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.125 --> 00:00:02.500 (gentle music) 00:00:02.500 --> 00:00:06.120 - You wake to the sound of crashing waves, swelling 00:00:06.120 --> 00:00:09.093 and breaking against the breakwaters outside your home. 00:00:09.930 --> 00:00:11.370 They have a rhythm to them, 00:00:11.370 --> 00:00:14.393 a rhythm you've grown accustomed to, like a heartbeat. 00:00:15.340 --> 00:00:18.770 They build, swell, and crash. 00:00:18.770 --> 00:00:22.530 Build, swell and crash again and again, 00:00:22.530 --> 00:00:24.803 splashing at the foundations of your home. 00:00:25.930 --> 00:00:29.350 This is normal, of course, after all 00:00:29.350 --> 00:00:30.700 you're a lighthouse keeper. 00:00:31.710 --> 00:00:34.290 The sun has not yet risen and it's cold 00:00:34.290 --> 00:00:37.200 in every part of the lighthouse except your quarters. 00:00:37.200 --> 00:00:40.270 Your day begins as you throw on your heaviest sweater, 00:00:40.270 --> 00:00:42.180 your knit cap, and the gloves 00:00:42.180 --> 00:00:44.680 your aunt knit for you this spring. 00:00:44.680 --> 00:00:47.290 This is how every day starts for you. 00:00:47.290 --> 00:00:50.240 Trudging up the stairs in the dim pre-dawn light. 00:00:50.240 --> 00:00:52.110 You make your way to the observation room 00:00:52.110 --> 00:00:54.330 in it's grand wide windows 00:00:54.330 --> 00:00:56.670 to take weather readings from the equipment. 00:00:56.670 --> 00:00:59.870 Your hands trace the old pitted iron railings. 00:00:59.870 --> 00:01:02.290 As you make your way up the tight spiral staircase 00:01:02.290 --> 00:01:04.870 in the center of the lighthouse tower. 00:01:04.870 --> 00:01:07.690 You're starting to memorize the way the railings feel. 00:01:07.690 --> 00:01:08.920 You can tell how far up you are 00:01:08.920 --> 00:01:10.710 based on the pits in the metal, 00:01:10.710 --> 00:01:13.020 because you do this every day. 00:01:13.020 --> 00:01:14.910 Every day the same. 00:01:14.910 --> 00:01:17.300 You could do this with your eyes closed. 00:01:17.300 --> 00:01:18.840 Why do you do it? 00:01:18.840 --> 00:01:20.280 Wake up in darkness, 00:01:20.280 --> 00:01:23.480 type on an old laptop with cold numbed fingers. 00:01:23.480 --> 00:01:25.880 Tell the weather office that the horizons clear 00:01:25.880 --> 00:01:29.710 or that there's good visibility, that there's heavy fog, 00:01:29.710 --> 00:01:31.860 rapidly decreasing barometric pressure, 00:01:31.860 --> 00:01:33.390 a big storm, actually. 00:01:33.390 --> 00:01:36.380 Wow, that's a huge storm, if you're being honest. 00:01:36.380 --> 00:01:38.490 You snap out of your reverie as the sun crests 00:01:38.490 --> 00:01:41.240 over the horizon and new readings come in. 00:01:41.240 --> 00:01:44.150 Red sky morning, sailor take warning. 00:01:44.150 --> 00:01:46.410 It's your job to keep the bright shining lamp 00:01:46.410 --> 00:01:48.210 atop the lighthouse tower lit, 00:01:48.210 --> 00:01:50.650 to let the ships at sea know where the ocean ends 00:01:50.650 --> 00:01:53.580 and the sharp rocks and reefs of the coast begin. 00:01:53.580 --> 00:01:56.140 It's most important when the visibility is bad. 00:01:56.140 --> 00:01:58.290 And right now a fog is rolling in. 00:01:58.290 --> 00:02:02.230 In an hour's time, it'll be thick as pea soup out there. 00:02:02.230 --> 00:02:03.570 They won't be able to see a thing 00:02:03.570 --> 00:02:06.860 except for the bright beacon of the lighthouse itself 00:02:06.860 --> 00:02:09.450 that cuts through the fog like nothing else can. 00:02:09.450 --> 00:02:10.790 That's why you do it. 00:02:10.790 --> 00:02:14.180 People are counting on you to keep that lamp lit. 00:02:14.180 --> 00:02:15.600 And you know what? 00:02:15.600 --> 00:02:17.280 You've got this. 00:02:17.280 --> 00:02:19.020 It's checklist time. 00:02:19.020 --> 00:02:21.610 In the supply room, you check up on your supplies. 00:02:21.610 --> 00:02:23.760 You've got plenty of batteries for your flashlight, 00:02:23.760 --> 00:02:28.610 spare fuses for the fuse box, and crucially, lots of snacks. 00:02:28.610 --> 00:02:30.390 You hurry down to the basement 00:02:30.390 --> 00:02:32.200 where your diesel generator is. 00:02:32.200 --> 00:02:33.550 It's humming away. 00:02:33.550 --> 00:02:36.300 The fuel tank is full, you just checked. 00:02:36.300 --> 00:02:37.560 This is your ritual. 00:02:37.560 --> 00:02:41.700 You do this every 12 hours, every single day. 00:02:41.700 --> 00:02:44.783 It's boring, but there's also a kind of comfort in it. 00:02:44.783 --> 00:02:48.343 A comfort in the consistency of a simple job done well. 00:02:49.420 --> 00:02:50.810 The generator keeps the light on 00:02:50.810 --> 00:02:52.940 in the lamp at the top of the lighthouse, 00:02:52.940 --> 00:02:54.890 and it also powers the heater in your bedroom. 00:02:54.890 --> 00:02:56.173 So there's that too. 00:02:57.110 --> 00:03:00.260 You make yourself some breakfast and a mug of hot cocoa. 00:03:00.260 --> 00:03:02.830 The kind from a packet with the raspberry flavoring, 00:03:02.830 --> 00:03:06.070 and you sit in your favorite chair in the observation room, 00:03:06.070 --> 00:03:07.833 just watching the storm build. 00:03:08.690 --> 00:03:13.343 Big gray clouds, fat and heavy with rain, swell in the sky. 00:03:14.180 --> 00:03:15.740 The wind picks up. 00:03:15.740 --> 00:03:18.670 Whitecap start blossoming on the crests of waves. 00:03:18.670 --> 00:03:21.610 And those clouds start moving in faster and faster, 00:03:21.610 --> 00:03:24.220 blotting out the already dim sunlight. 00:03:24.220 --> 00:03:26.650 You start to see those sideways lightning strikes 00:03:26.650 --> 00:03:30.790 that grasp between clouds, anvil crawlers, they call them. 00:03:30.790 --> 00:03:32.950 The sign of a really big storm. 00:03:32.950 --> 00:03:35.900 It begins to rain, and you can just make out the rumble 00:03:35.900 --> 00:03:37.475 of the approaching storm. 00:03:37.475 --> 00:03:39.430 (thunder rumbling) 00:03:39.430 --> 00:03:41.580 You radio with some of the bigger container ships 00:03:41.580 --> 00:03:43.610 within distance and urge them to get to port 00:03:43.610 --> 00:03:46.410 as soon as possible, because the radar is telling you 00:03:46.410 --> 00:03:49.283 that the really nasty weather is coming, and fast. 00:03:50.120 --> 00:03:52.150 The wind picks up, and as the rain begins 00:03:52.150 --> 00:03:54.820 to batter the lighthouse, it starts to get harder and harder 00:03:54.820 --> 00:03:57.507 to hear what people are saying over the radio. 00:03:57.507 --> 00:03:59.130 (heavy rain pouring) 00:03:59.130 --> 00:04:00.560 Back on the observation deck, 00:04:00.560 --> 00:04:02.630 the sea swells are getting bigger. 00:04:02.630 --> 00:04:03.700 The winds whipping them up 00:04:03.700 --> 00:04:06.010 into these big gray blue mountains. 00:04:06.010 --> 00:04:07.260 And now they're starting to beat 00:04:07.260 --> 00:04:09.220 against the upper windows of the lighthouse. 00:04:09.220 --> 00:04:11.280 So we're talking at least 80 feet here. 00:04:11.280 --> 00:04:13.690 Huge geysers of sea spray foaming up 00:04:13.690 --> 00:04:16.170 and splashing against the walls. 00:04:16.170 --> 00:04:18.480 When you send your weather report into central, 00:04:18.480 --> 00:04:20.780 the satellite connection drops out in the rain 00:04:20.780 --> 00:04:21.613 and you have to switch 00:04:21.613 --> 00:04:23.552 to the low frequency radio transmission. 00:04:23.552 --> 00:04:25.480 (dramatic music) 00:04:25.480 --> 00:04:28.170 The rain on the windows sounds like hammer blows. 00:04:28.170 --> 00:04:31.840 The waves and the thunder are coming so fast and so loud now 00:04:31.840 --> 00:04:34.180 that you have difficulty telling them apart. 00:04:34.180 --> 00:04:36.640 A prodigious bolt of lightning splits the sky 00:04:36.640 --> 00:04:39.440 and shows you the armada of clouds on approach 00:04:39.440 --> 00:04:41.090 for just a second. 00:04:41.090 --> 00:04:42.870 It's time to check on the lamp. 00:04:42.870 --> 00:04:44.550 It's an extremely bright light 00:04:44.550 --> 00:04:48.540 refracted through this delicate, enormous multifaceted lens 00:04:48.540 --> 00:04:50.760 that vastly increases its output, 00:04:50.760 --> 00:04:53.760 making it visible for many miles at sea. 00:04:53.760 --> 00:04:55.067 The motor's going underneath the lamp 00:04:55.067 --> 00:04:58.210 and it's rotating the whole thing very slowly. 00:04:58.210 --> 00:05:00.843 Sending a searchlight beam out into the gloomy dark. 00:05:02.220 --> 00:05:05.810 Modern lighthouses use LEDs, but this definitely isn't 00:05:05.810 --> 00:05:07.380 a modern lighthouse. 00:05:07.380 --> 00:05:10.080 Plus you've grown accustomed to the rhythmic groaning. 00:05:11.890 --> 00:05:14.170 It almost hurts to look at, that's how bright it is, 00:05:14.170 --> 00:05:15.610 but you're glad it's there 00:05:15.610 --> 00:05:17.800 as the waves beat against the walls, 00:05:17.800 --> 00:05:20.430 as a beacon in the darkening fog. 00:05:20.430 --> 00:05:23.690 Winter brings the night on quickly and it's growing dark. 00:05:23.690 --> 00:05:25.560 It's a good thing the light is on. 00:05:25.560 --> 00:05:29.180 At least you're not out in one of those ships on the water. 00:05:29.180 --> 00:05:30.460 The light suddenly goes out 00:05:30.460 --> 00:05:32.610 and you are plunged into darkness. 00:05:32.610 --> 00:05:34.400 It was so bright in the lamp room, in fact 00:05:34.400 --> 00:05:36.163 that you feel completely blind. 00:05:37.090 --> 00:05:39.590 The lamp didn't burn out, the power is gone. 00:05:39.590 --> 00:05:42.210 The motor that rotated the lamp has stopped moving. 00:05:42.210 --> 00:05:45.713 All you can hear now is the terrible storm and the waves. 00:05:46.550 --> 00:05:48.490 You've got to see if the generator gave out. 00:05:48.490 --> 00:05:50.100 You grab for your sturdy flashlight, 00:05:50.100 --> 00:05:51.970 but a lightning bolt strikes the lighthouse 00:05:51.970 --> 00:05:53.147 at the same moment. 00:05:54.480 --> 00:05:55.400 You're safe. 00:05:55.400 --> 00:05:57.060 It must've caught the lightening rod. 00:05:57.060 --> 00:05:59.100 You notice that even the roar of the storm 00:05:59.100 --> 00:06:02.470 sounds muffled and distant due to the ringing in your ears. 00:06:02.470 --> 00:06:03.760 And it takes you a beat to realize 00:06:03.760 --> 00:06:07.240 you've dropped the flashlight down the stairs, 00:06:07.240 --> 00:06:09.943 which you will now have to traverse in total darkness. 00:06:10.860 --> 00:06:14.080 The wind howls, the waves batter the lighthouse, 00:06:14.080 --> 00:06:17.680 and yet a feeling of confidence washes over you. 00:06:17.680 --> 00:06:22.330 As soon as your hand touches that pitted cold iron railing. 00:06:22.330 --> 00:06:24.910 You know this building backwards and forwards. 00:06:24.910 --> 00:06:26.800 You know every inch of the stairwell 00:06:26.800 --> 00:06:29.230 based on the feel of the railing alone. 00:06:29.230 --> 00:06:31.670 You make this climb many times each day, 00:06:31.670 --> 00:06:35.100 when the sun blazes and when it's completely dark. 00:06:35.100 --> 00:06:36.670 Every day the same. 00:06:36.670 --> 00:06:39.348 You could do this with your eyes closed. 00:06:39.348 --> 00:06:40.610 (bright music) 00:06:40.610 --> 00:06:43.210 Halfway down the stairs, you stop off in the supply room 00:06:43.210 --> 00:06:44.730 and root around in the darkness 00:06:44.730 --> 00:06:47.030 until you find one of everything. 00:06:47.030 --> 00:06:48.580 A fuse for the fuse box, 00:06:48.580 --> 00:06:51.270 extra batteries for the flashlight just in case, 00:06:51.270 --> 00:06:55.230 and for you a bar of chocolate, because you'll need it. 00:06:55.230 --> 00:06:58.923 Every item was exactly in the place you knew it'd be. 00:06:59.800 --> 00:07:01.810 On the landing just outside the supply room, 00:07:01.810 --> 00:07:03.010 you find the flashlight. 00:07:03.010 --> 00:07:06.040 Dented, sure, but it still works. 00:07:06.040 --> 00:07:08.470 Now that you can see again, you run down to the generator 00:07:08.470 --> 00:07:11.370 to find that it's still running, but all the lights are out. 00:07:11.370 --> 00:07:12.870 A fuse must've broken. 00:07:12.870 --> 00:07:15.030 You hit the emergency stop on the generator, 00:07:15.030 --> 00:07:16.450 turn off the switch that connects it 00:07:16.450 --> 00:07:17.996 to the Lighthouse's power system. 00:07:17.996 --> 00:07:20.360 Knock open the fuse box, and there it is. 00:07:20.360 --> 00:07:22.490 A blackened busted fuse. 00:07:22.490 --> 00:07:23.540 You don't know how it happened, 00:07:23.540 --> 00:07:25.040 but you've got a fresh fuse in there 00:07:25.040 --> 00:07:28.670 and replaced before you even have time to think about it. 00:07:28.670 --> 00:07:32.180 You close the fusebox, you turn the generator back on 00:07:32.180 --> 00:07:34.763 and you pull that switch. 00:07:34.763 --> 00:07:35.596 (flicks switch on) 00:07:35.596 --> 00:07:37.460 And the lights are on again. 00:07:37.460 --> 00:07:38.378 Up the stairs, let's go. 00:07:38.378 --> 00:07:39.250 (intense music) 00:07:39.250 --> 00:07:41.150 The lights along the stairwell light your path, 00:07:41.150 --> 00:07:42.980 and by the time you make it up to the lamp, 00:07:42.980 --> 00:07:45.410 you know what you'll see before you even get there. 00:07:45.410 --> 00:07:47.030 A beacon in the darkness, 00:07:47.030 --> 00:07:49.733 sweeping out into that rain streaked Indigo night. 00:07:50.670 --> 00:07:53.470 You did it, you were prepared for this moment 00:07:53.470 --> 00:07:57.400 and you met it because you were consistent and careful. 00:07:57.400 --> 00:07:59.110 That bar of chocolate tastes better 00:07:59.110 --> 00:08:01.560 than anything you've eaten in years. 00:08:01.560 --> 00:08:04.123 Because more than anything, you earned it. 00:08:05.300 --> 00:08:07.190 Your radio crackles to life, 00:08:07.190 --> 00:08:09.740 and the grateful captain of a container ship thanks you 00:08:09.740 --> 00:08:11.260 for keeping the light on. 00:08:11.260 --> 00:08:12.590 She can see it now. 00:08:12.590 --> 00:08:14.400 And she and her navigator are using it 00:08:14.400 --> 00:08:15.863 to plot a course to shore. 00:08:17.050 --> 00:08:19.853 Remember this moment and remember this feeling. 00:08:22.820 --> 00:08:24.370 You are a lantern (indistinct), 00:08:25.765 --> 00:08:27.690 a light for others to see by. 00:08:27.690 --> 00:08:30.893 You can do this because you have done this. 00:08:32.160 --> 00:08:33.373 And you'll keep going. 00:08:34.232 --> 00:08:36.899 (intense music)
Theorem for limits of composite functions: when conditions aren't met
https://www.youtube.com/watch?v=eK8T3CcSvwE
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https://www.youtube.com/api/timedtext?v=eK8T3CcSvwE&ei=7lWUZavMJ86cp-oPt42ayAY&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245342&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=9CE1F7497FAAB4D86DCA11C044A433C1B109B52F.98011DB603E4D7BE03374DEB2A61B0832BCEB807&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.000 --> 00:00:02.810 - [Tutor] In a previous video we used this theorem 00:00:02.810 --> 00:00:05.580 to evaluate certain types of composite functions. 00:00:05.580 --> 00:00:07.126 In this video we'll do a few more examples, 00:00:07.126 --> 00:00:09.486 that get a little bit more involved. 00:00:09.486 --> 00:00:11.820 So let's say we wanted to figure out the limit 00:00:11.820 --> 00:00:14.210 as x approaches zero 00:00:14.210 --> 00:00:19.210 of f of g of x, 00:00:19.270 --> 00:00:21.300 f of g of x. 00:00:21.300 --> 00:00:22.606 First of all, pause this video 00:00:22.606 --> 00:00:25.706 and think about whether this theorem even applies. 00:00:25.706 --> 00:00:27.450 Well, the first thing to think about 00:00:27.450 --> 00:00:32.330 is what is the limit as x approaches zero of g of x 00:00:32.330 --> 00:00:35.650 to see if we meet this first condition. 00:00:35.650 --> 00:00:37.810 So if we look at g of x, right over here 00:00:37.810 --> 00:00:40.010 as x approaches zero from the left, 00:00:40.010 --> 00:00:42.150 it looks like g is approaching two, 00:00:42.150 --> 00:00:44.310 as x approaches zero from the right, 00:00:44.310 --> 00:00:46.610 it looks like g is approaching two 00:00:46.610 --> 00:00:50.560 and so it looks like this is going to be equal to two. 00:00:50.560 --> 00:00:51.967 So that's a check. 00:00:51.967 --> 00:00:53.820 Now let's see the second condition, 00:00:53.820 --> 00:00:57.620 is f continuous at that limit at two. 00:00:57.620 --> 00:00:59.380 So when x is equal to two, 00:00:59.380 --> 00:01:02.490 it does not look like f is continuous. 00:01:02.490 --> 00:01:05.455 So we do not meet this second condition right over here, 00:01:05.455 --> 00:01:08.920 so we can't just directly apply this theorem. 00:01:08.920 --> 00:01:11.490 But just because you can't apply the theorem 00:01:11.490 --> 00:01:15.900 does not mean that the limit doesn't necessarily exist. 00:01:15.900 --> 00:01:17.430 For example, in this situation 00:01:17.430 --> 00:01:20.410 the limit actually does exist. 00:01:20.410 --> 00:01:21.420 One way to think about it, 00:01:21.420 --> 00:01:25.380 when x approaches zero from the left, 00:01:25.380 --> 00:01:30.380 it looks like g is approaching two from above 00:01:31.890 --> 00:01:34.530 and so that's going to be the input into f 00:01:34.530 --> 00:01:38.290 and so if we are now approaching two from above here 00:01:38.290 --> 00:01:39.920 as the input into f, 00:01:39.920 --> 00:01:43.890 it looks like our function is approaching zero 00:01:43.890 --> 00:01:45.830 and then we can go the other way. 00:01:45.830 --> 00:01:50.830 If we are approaching zero from the right, right over here, 00:01:51.850 --> 00:01:54.103 it looks like the value of our function 00:01:54.103 --> 00:01:58.150 is approaching two from below. 00:01:58.150 --> 00:02:01.590 Now if we approach two from below, 00:02:01.590 --> 00:02:05.800 it looks like the value of f is approaching zero. 00:02:05.800 --> 00:02:07.590 So in both of these scenarios, 00:02:07.590 --> 00:02:11.330 our value of our function f is approaching zero. 00:02:11.330 --> 00:02:13.340 So I wasn't able to use this theorem, 00:02:13.340 --> 00:02:14.750 but I am able to figure out 00:02:14.750 --> 00:02:16.752 that this is going to be equal to zero. 00:02:16.752 --> 00:02:19.340 Now let me give you another example. 00:02:19.340 --> 00:02:21.660 Let's say we wanted to figure out the limit 00:02:21.660 --> 00:02:24.180 as x approaches two 00:02:24.180 --> 00:02:28.453 of f of g of x. 00:02:29.321 --> 00:02:30.610 Pause this video, 00:02:30.610 --> 00:02:32.860 we'll first see if this theorem even applies. 00:02:33.750 --> 00:02:36.180 Well, we first wanna see what is the limit 00:02:36.180 --> 00:02:39.619 as x approaches two of g of x. 00:02:39.619 --> 00:02:42.696 When we look at approaching two from the left, 00:02:42.696 --> 00:02:45.363 it looks like g is approaching negative two. 00:02:45.363 --> 00:02:48.530 When we approach x equals two from the right, 00:02:48.530 --> 00:02:50.910 it looks like g is approaching zero. 00:02:50.910 --> 00:02:53.310 So our right and left hand limits are not the same here, 00:02:53.310 --> 00:02:58.310 so this thing does not exist, does not exist 00:02:59.855 --> 00:03:02.890 and so we don't meet this condition right over here, 00:03:02.890 --> 00:03:04.622 so we can't apply the theorem. 00:03:04.622 --> 00:03:06.070 But as we've already seen, 00:03:06.070 --> 00:03:08.090 just because you can't apply the theorem 00:03:08.090 --> 00:03:11.253 does not mean that the limit does not exist. 00:03:11.253 --> 00:03:13.240 But if you like pondering things, 00:03:13.240 --> 00:03:16.190 I encourage you to see that this limit doesn't exist 00:03:16.190 --> 00:03:18.410 by doing very similar analysis 00:03:18.410 --> 00:03:21.453 to the one that I did for our first example.
Theorem for limits of composite functions
https://www.youtube.com/watch?v=9Z3ngNi-12k
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https://www.youtube.com/api/timedtext?v=9Z3ngNi-12k&ei=8VWUZbHDEvy2mLAP-d-m2Ac&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245345&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=E2CF9A1318B27E8B1807E98A829EE2E48552C5A9.5ACFF1857BDEEAB7602621A05772604377B80107&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.000 --> 00:00:02.350 - [Tutor] In this video, we're going to try to understand 00:00:02.350 --> 00:00:04.705 limits of composite functions, or at least a way 00:00:04.705 --> 00:00:07.230 of thinking about limits of composite functions 00:00:07.230 --> 00:00:08.917 and in particular, we're gonna think about the case 00:00:08.917 --> 00:00:12.360 where we're trying to find the limit as x approaches a, 00:00:12.360 --> 00:00:16.128 of f of g of x 00:00:16.128 --> 00:00:19.680 and we're going to see under certain circumstances, 00:00:19.680 --> 00:00:24.680 this is going to be equal to f of the limit, 00:00:25.990 --> 00:00:30.990 the limit as x approaches a of g of x 00:00:31.610 --> 00:00:34.510 and what are those circumstances you are asking? 00:00:34.510 --> 00:00:35.760 Well, this is going to be true 00:00:35.760 --> 00:00:38.170 if and only if two things are true, 00:00:38.170 --> 00:00:41.140 first of all, this limit needs to exist. 00:00:41.140 --> 00:00:46.140 So the limit as x approaches a of g of x needs to exist, 00:00:48.410 --> 00:00:52.220 so that needs to exist and then on top of that, 00:00:52.220 --> 00:00:56.000 the function f needs to be continuous at this point 00:00:56.000 --> 00:01:00.500 and f continuous at L. 00:01:03.740 --> 00:01:05.120 So let's look at some examples 00:01:05.120 --> 00:01:07.180 and see if we can apply this idea 00:01:07.180 --> 00:01:08.603 or see if we can't apply it. 00:01:09.450 --> 00:01:12.340 So here I have two functions, 00:01:12.340 --> 00:01:15.446 that are graphically represented right over here, 00:01:15.446 --> 00:01:18.360 let me make sure I have enough space for them 00:01:18.360 --> 00:01:23.360 and what we see on the left-hand side is our function f 00:01:23.780 --> 00:01:28.780 and what we see on the right-hand side is our function g. 00:01:28.920 --> 00:01:33.060 So first let's figure out what is the limit 00:01:33.060 --> 00:01:35.860 as x approaches negative three 00:01:35.860 --> 00:01:39.840 of f of g of x. 00:01:39.840 --> 00:01:41.630 Pause this video and see, 00:01:41.630 --> 00:01:44.440 first of all, does this theorem apply? 00:01:44.440 --> 00:01:47.517 And if it does apply, what is this limit? 00:01:47.517 --> 00:01:49.250 So the first thing we need to see 00:01:49.250 --> 00:01:51.810 is does this theorem apply? 00:01:51.810 --> 00:01:54.870 So first of all, if we were to find the limit 00:01:54.870 --> 00:01:59.870 as x approaches negative three of g of x, what is that? 00:02:00.150 --> 00:02:03.022 Well, when we're approaching negative three from the right, 00:02:03.022 --> 00:02:06.522 it looks like our function is actually at three 00:02:06.522 --> 00:02:08.770 and it looks like when we're approaching negative three 00:02:08.770 --> 00:02:11.580 from the left, it looks like our function is at three. 00:02:11.580 --> 00:02:13.760 So it looks like this limit is three, 00:02:13.760 --> 00:02:17.395 even though the value g of negative three is negative two, 00:02:17.395 --> 00:02:19.940 but it's a point discontinuity. 00:02:19.940 --> 00:02:21.710 As we approach it from either side, 00:02:21.710 --> 00:02:23.790 the value of the function is at three. 00:02:23.790 --> 00:02:25.920 So this thing is going to be three, 00:02:25.920 --> 00:02:28.343 so it exists, so we meet that first condition 00:02:28.343 --> 00:02:32.470 and then the second question is is our function f 00:02:32.470 --> 00:02:35.750 continuous at this limit, continuous at three? 00:02:35.750 --> 00:02:39.820 So when x equals three, yeah, it looks like at that point, 00:02:39.820 --> 00:02:43.010 our function is definitely continuous 00:02:43.010 --> 00:02:45.400 and so we could say that this limit 00:02:45.400 --> 00:02:46.900 is going to be the same thing 00:02:46.900 --> 00:02:51.280 as this equals f of the limit 00:02:52.420 --> 00:02:56.883 as x approaches negative three of g of x, 00:02:58.020 --> 00:02:59.930 close the parentheses 00:02:59.930 --> 00:03:03.080 and we know that this is equal to three 00:03:03.080 --> 00:03:04.950 and we know that f of three 00:03:04.950 --> 00:03:07.650 is going to be equal to negative one. 00:03:07.650 --> 00:03:09.254 So this met the conditions for this theorem 00:03:09.254 --> 00:03:10.700 and we were able to use the theorem 00:03:10.700 --> 00:03:12.150 to actually solve this limit.
Geometric series as a function
https://www.youtube.com/watch?v=OzH735zyTWs
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en
WEBVTT Kind: captions Language: en 00:00:00.170 --> 00:00:01.270 - [Instructor] So we have this function 00:00:01.270 --> 00:00:03.450 that's equal to 2 minus 8x squared 00:00:03.450 --> 00:00:07.000 plus 32x to the fourth minus 128x to the sixth. 00:00:07.000 --> 00:00:08.610 And it just keeps going and going. 00:00:08.610 --> 00:00:11.170 So it's defined as an infinite series. 00:00:11.170 --> 00:00:13.130 And what I want to explore in this video, 00:00:13.130 --> 00:00:16.360 is there another way to write this function 00:00:16.360 --> 00:00:19.800 so it's not expressed as an infinite series? 00:00:19.800 --> 00:00:21.790 Well, some of you might be thinking, 00:00:21.790 --> 00:00:24.360 well, this looks like a geometric series 00:00:24.360 --> 00:00:26.730 on the right hand side, an infinite geometric series, 00:00:26.730 --> 00:00:30.320 and we know what the sun of an infinite geometric series is 00:00:30.320 --> 00:00:31.970 if it converges. 00:00:31.970 --> 00:00:34.710 So maybe that's a way that we can express this. 00:00:34.710 --> 00:00:35.543 So let's try to do that. 00:00:35.543 --> 00:00:36.710 So first let's just confirm 00:00:36.710 --> 00:00:38.680 that this is an infinite geometric series. 00:00:38.680 --> 00:00:41.200 And in order for it to be a geometric series, 00:00:41.200 --> 00:00:44.680 each successive term has to be some common ratio 00:00:44.680 --> 00:00:46.220 times the previous term. 00:00:46.220 --> 00:00:48.930 So to go from 2 to negative 8x squared, 00:00:48.930 --> 00:00:50.560 what do you have to multiply by? 00:00:50.560 --> 00:00:55.560 Well you have to multiply by negative 4x squared. 00:00:55.600 --> 00:00:57.500 Now let's see if you multiply negative 8x squared 00:00:57.500 --> 00:00:59.700 times negative 4x squared, what do you get? 00:00:59.700 --> 00:01:02.360 Well, negative 4 times negative 8 is positive 32. 00:01:02.360 --> 00:01:04.220 x squared times x squared is x to the fourth. 00:01:04.220 --> 00:01:05.130 So that works. 00:01:05.130 --> 00:01:08.200 And then you multiply that times negative 4x squared, 00:01:08.200 --> 00:01:11.670 and you indeed would get negative 128x to the sixth. 00:01:11.670 --> 00:01:15.540 So this indeed looks like an infinite geometric series 00:01:15.540 --> 00:01:16.430 on the right-hand side. 00:01:16.430 --> 00:01:19.430 In fact, we can rewrite f of x 00:01:19.430 --> 00:01:21.840 as being equal to the sum 00:01:22.750 --> 00:01:27.390 from n equals 0 to infinity of, 00:01:27.390 --> 00:01:28.880 you have your first term, 00:01:28.880 --> 00:01:30.520 and then you have your common ratio, 00:01:30.520 --> 00:01:33.400 negative 4x squared 00:01:33.400 --> 00:01:35.610 to the nth power. 00:01:35.610 --> 00:01:37.890 Let's confirm that works when n equals 0 00:01:37.890 --> 00:01:39.130 this is going to be 1. 00:01:39.130 --> 00:01:43.010 So 2 times 1 is 2, and that indeed is our first term there. 00:01:43.010 --> 00:01:44.760 And then to that, you're gonna add it 00:01:44.760 --> 00:01:46.700 to when n is equal to 1. 00:01:46.700 --> 00:01:48.690 So that's just going to be two times negative 4X squared, 00:01:48.690 --> 00:01:52.110 which is indeed this second term right over here. 00:01:52.110 --> 00:01:54.810 And so this looks like it works. 00:01:54.810 --> 00:01:57.350 Now what is the sum 00:01:57.350 --> 00:02:01.120 of an infinite geometric series like this? 00:02:01.120 --> 00:02:02.760 Well it's going to be a finite value, 00:02:02.760 --> 00:02:06.930 assuming the absolute value of your common ratio 00:02:06.930 --> 00:02:09.200 is less than 1. 00:02:09.200 --> 00:02:10.680 So first of all, let's just think about 00:02:10.680 --> 00:02:12.740 under what conditions is the absolute value 00:02:12.740 --> 00:02:14.500 of our common ratio less than 1? 00:02:14.500 --> 00:02:15.460 And then we could say, okay, 00:02:15.460 --> 00:02:19.060 that helps us to find a radius of convergence. 00:02:19.060 --> 00:02:23.250 And then if x is in that zone, 00:02:23.250 --> 00:02:24.920 or if it's in that interval, 00:02:24.920 --> 00:02:28.860 then we can figure out a non-infinite geometric series way 00:02:28.860 --> 00:02:31.040 of expressing this function. 00:02:31.040 --> 00:02:33.670 So if we just think about under what circumstances 00:02:33.670 --> 00:02:36.650 will this converge, will it come out to a finite value? 00:02:36.650 --> 00:02:39.360 That's a situation in which the absolute value 00:02:39.360 --> 00:02:42.890 of your common ratio is less than 1. 00:02:42.890 --> 00:02:45.613 And so let's see if we can simplify this a little bit. 00:02:46.820 --> 00:02:49.070 No matter what x is, it's always going to be not, 00:02:49.070 --> 00:02:51.570 x squared is always going to be non-negative. 00:02:51.570 --> 00:02:54.980 And so the only, so this entire expression 00:02:54.980 --> 00:02:56.810 is always going to be negative. 00:02:56.810 --> 00:02:59.000 And so if you take the absolute value of it, 00:02:59.000 --> 00:03:02.840 this is going to be evaluate as 4x squared, 00:03:02.840 --> 00:03:04.530 which is always going to be positive. 00:03:04.530 --> 00:03:07.020 So this is equivalent to 4x squared, 00:03:07.020 --> 00:03:08.980 which needs to be less than 1. 00:03:08.980 --> 00:03:13.560 Or we could say that x squared needs to be less than 1/4. 00:03:13.560 --> 00:03:18.530 Or we could say that x needs to be 00:03:18.530 --> 00:03:20.890 less than 1/2 00:03:20.890 --> 00:03:24.180 and greater than negative 1/2. 00:03:24.180 --> 00:03:27.290 One way to think about it is anywhere in this interval, 00:03:27.290 --> 00:03:30.350 if you square it, you're going to be less than 1/4. 00:03:30.350 --> 00:03:33.730 At 1/2, if you square it, it's equal to 1/4. 00:03:33.730 --> 00:03:37.150 And at negative 1/2, if you square it, it's equal to 1/4. 00:03:37.150 --> 00:03:39.570 But for lower absolute values, 00:03:39.570 --> 00:03:41.540 it's going to be less than 1/4. 00:03:41.540 --> 00:03:43.590 And so that's what this interval right here says. 00:03:43.590 --> 00:03:46.400 Another way to think about it is the absolute value of x 00:03:46.400 --> 00:03:48.830 needs to be less than 1/2. 00:03:48.830 --> 00:03:51.440 And so we've just defined an interval 00:03:51.440 --> 00:03:55.680 over which this infinite geometric series will converge. 00:03:55.680 --> 00:03:58.880 You could say this has a radius of convergence of, 00:03:58.880 --> 00:04:02.853 let me write it this way, radius of convergence, 00:04:04.130 --> 00:04:07.240 convergence of 1/2, 00:04:07.240 --> 00:04:11.220 you can go 1/2 above 0 and 1/2 below 0. 00:04:11.220 --> 00:04:13.460 But now that we've set the conditions 00:04:13.460 --> 00:04:16.370 under which this would converge, let's rewrite it. 00:04:16.370 --> 00:04:19.230 So this function is going to be equal to, 00:04:19.230 --> 00:04:22.450 we know what the sum of an infinite geometric series is. 00:04:22.450 --> 00:04:24.670 It's going to be equal to the first term 00:04:24.670 --> 00:04:29.070 over 1 minus your common ratio, 00:04:29.070 --> 00:04:32.480 1 minus negative 4x squared. 00:04:32.480 --> 00:04:35.730 And so we can rewrite our function as f of x 00:04:35.730 --> 00:04:39.780 is equal to 2 over 1, subtract a negative 1 00:04:39.780 --> 00:04:43.040 plus 4x squared for 00:04:43.920 --> 00:04:47.910 the absolute value of x is less than 1/2. 00:04:47.910 --> 00:04:50.900 We have the interval over which we converge 00:04:50.900 --> 00:04:52.260 and there you have it. 00:04:52.260 --> 00:04:55.443 We are done.
Sampling distribution of the difference in sample proportions
https://www.youtube.com/watch?v=oThlns-qBaI
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https://www.youtube.com/api/timedtext?v=oThlns-qBaI&ei=8VWUZcnQEp3oxN8PuM-RwAI&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245345&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=2A8F538D912FA04750F13532A5559A6FB514BA32.089CDF01B08DC21243D7A2FCFABD3EED5F155BF4&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.480 --> 00:00:02.710 - [Instructor] We're told, suppose that 8% 00:00:02.710 --> 00:00:06.840 of all cars produced at plant A have a certain defect, 00:00:06.840 --> 00:00:11.840 and 6% of all cars produced at plant B have this defect. 00:00:12.670 --> 00:00:15.340 Each month, a quality control manager 00:00:15.340 --> 00:00:18.640 takes separate random samples of 200 00:00:18.640 --> 00:00:22.520 of the over 3000 cars produced from each plant. 00:00:22.520 --> 00:00:24.490 The manager looks at the difference 00:00:24.490 --> 00:00:27.640 between the proportions of cars with the defect 00:00:27.640 --> 00:00:29.100 in each sample. 00:00:29.100 --> 00:00:30.640 So they're looking at the difference 00:00:30.640 --> 00:00:32.810 of sample proportions every month. 00:00:32.810 --> 00:00:34.300 Describe the distribution 00:00:34.300 --> 00:00:36.240 of the difference of sample proportions 00:00:36.240 --> 00:00:40.410 in terms of its mean standard deviation and shape. 00:00:40.410 --> 00:00:42.330 So let's take these step-by-step. 00:00:42.330 --> 00:00:45.980 So first, let's think about the mean of the difference 00:00:45.980 --> 00:00:48.160 of our sample proportions. 00:00:48.160 --> 00:00:48.993 Pause this video 00:00:48.993 --> 00:00:51.190 and try to figure out what that's going to be. 00:00:52.150 --> 00:00:54.990 Well, we have seen this in previous videos, 00:00:54.990 --> 00:00:57.260 that if we have the mean of the difference 00:00:57.260 --> 00:00:59.040 of two random variables, 00:00:59.040 --> 00:01:01.380 that's the same as the difference of the means 00:01:01.380 --> 00:01:03.110 or another way to think about it is 00:01:03.110 --> 00:01:07.210 if we wanna figure out the mean of this, 00:01:07.210 --> 00:01:10.560 so sample proportion from plant A 00:01:10.560 --> 00:01:13.460 minus sample proportion from plant B, 00:01:13.460 --> 00:01:16.020 this is just going to be equal to the mean 00:01:16.020 --> 00:01:19.270 of the sample proportion from plant A, 00:01:19.270 --> 00:01:23.970 minus the mean of the sample proportion from plant B. 00:01:23.970 --> 00:01:26.390 Now, what are these going to be equal to? 00:01:26.390 --> 00:01:30.273 Well, what's the mean of the sample proportion of plant A. 00:01:31.220 --> 00:01:34.620 Is just going to be the true population proportion 00:01:34.620 --> 00:01:35.453 for plant A. 00:01:35.453 --> 00:01:36.400 And they tell us that. 00:01:36.400 --> 00:01:39.750 They tell us that 8% of all cars produced at plant A 00:01:39.750 --> 00:01:41.030 have a certain defect. 00:01:41.030 --> 00:01:44.663 So this could be 8% or we could write it as 0.08. 00:01:46.140 --> 00:01:47.340 And then from that, 00:01:47.340 --> 00:01:52.340 we are going to subtract the mean of the sample proportion 00:01:52.610 --> 00:01:53.950 from plant B. 00:01:53.950 --> 00:01:55.680 And we know what that mean's going to be. 00:01:55.680 --> 00:01:58.160 The mean of a sample proportion 00:01:58.160 --> 00:02:02.120 is going to be the population proportion. 00:02:02.120 --> 00:02:03.850 The parameter of the population, 00:02:03.850 --> 00:02:08.850 which we know for plant B is 6%, 0.06, 00:02:09.450 --> 00:02:13.590 and then that gets us a mean of the difference 00:02:13.590 --> 00:02:16.990 of 0.02 or 2% 00:02:19.569 --> 00:02:24.040 or 2% difference in defect rate would be the mean. 00:02:24.040 --> 00:02:28.280 Now let's think about the standard deviation. 00:02:28.280 --> 00:02:30.420 So instead of thinking in terms of standard deviation, 00:02:30.420 --> 00:02:33.210 let's think about the square of the standard deviation, 00:02:33.210 --> 00:02:34.110 which is variance. 00:02:34.110 --> 00:02:36.760 And from there, we can go back to standard deviation 00:02:36.760 --> 00:02:38.610 by taking a square root. 00:02:38.610 --> 00:02:41.320 So if we're looking at the variance, 00:02:41.320 --> 00:02:42.800 lemme write it this way, 00:02:42.800 --> 00:02:45.000 if we're looking at the variance 00:02:45.000 --> 00:02:48.450 of the difference of the sample proportions, 00:02:48.450 --> 00:02:50.610 so the sample proportion from plant A 00:02:50.610 --> 00:02:53.420 minus the sample proportion from plant B, 00:02:53.420 --> 00:02:54.720 but just as a review, 00:02:54.720 --> 00:02:57.500 if you assume that we're sampling independently 00:02:57.500 --> 00:02:58.710 from each of the plants. 00:02:58.710 --> 00:03:00.760 So what we're sampling from plant A 00:03:00.760 --> 00:03:03.040 does not affect what we're sampling from plant B 00:03:03.040 --> 00:03:08.040 or vice versa, then we can add the variances. 00:03:08.398 --> 00:03:11.188 So this is going to be equal to the variance 00:03:11.188 --> 00:03:13.582 of the sample proportion from plant A 00:03:13.582 --> 00:03:18.030 plus the variance of the sample proportion from plant B. 00:03:18.030 --> 00:03:18.863 Some of you might be saying, 00:03:18.863 --> 00:03:20.440 "Wait, aren't we taking the difference 00:03:20.440 --> 00:03:21.630 of sample proportions here? 00:03:21.630 --> 00:03:22.720 Why are we adding?" 00:03:22.720 --> 00:03:24.420 And the reminder is, 00:03:24.420 --> 00:03:27.500 remember, variance is a measure of a spread. 00:03:27.500 --> 00:03:29.920 And whether you're now taking the difference 00:03:29.920 --> 00:03:33.150 of random variables or you're taking the sum of them, 00:03:33.150 --> 00:03:34.160 when you have more variables, 00:03:34.160 --> 00:03:35.710 you're going to have more spread. 00:03:35.710 --> 00:03:37.330 So regardless of whether this is a negative 00:03:37.330 --> 00:03:40.640 or positive over here, this is going to be a positive. 00:03:40.640 --> 00:03:42.660 So what is this going to be equal to. 00:03:42.660 --> 00:03:44.620 We can take each of these terms, 00:03:44.620 --> 00:03:45.730 what's going to be the variance 00:03:45.730 --> 00:03:48.430 of the sample proportion from plant A? 00:03:48.430 --> 00:03:52.610 Well, if every time we looked at one of the cars, 00:03:52.610 --> 00:03:55.470 we looked at it and then we put it back into the mix. 00:03:55.470 --> 00:03:57.600 So if we were sampling with replacement, 00:03:57.600 --> 00:03:59.730 which means that each of our observations 00:03:59.730 --> 00:04:03.130 are independent of the other ones, we have a formula. 00:04:03.130 --> 00:04:04.360 We know that this variance 00:04:04.360 --> 00:04:07.410 would be the population proportion of plant A 00:04:07.410 --> 00:04:10.680 times one minus the population proportion of plant A 00:04:10.680 --> 00:04:13.850 divided by the number that we sampled from plant A. 00:04:13.850 --> 00:04:15.930 Now, in the scenario that we are talking about, 00:04:15.930 --> 00:04:17.810 we didn't sample with replacement, 00:04:17.810 --> 00:04:20.210 we just took 200 at a time and looked at them. 00:04:20.210 --> 00:04:21.530 We didn't take one at a time 00:04:21.530 --> 00:04:24.080 and replace it and do that 200 times. 00:04:24.080 --> 00:04:27.210 But we also know that this is a pretty good approximation, 00:04:27.210 --> 00:04:30.040 even when you are not sampling with replacement. 00:04:30.040 --> 00:04:34.930 If your sample is less than 10% of the population, 00:04:34.930 --> 00:04:38.820 and 200 is less than 10% of 3000. 00:04:38.820 --> 00:04:41.070 So this is a pretty good approximation, 00:04:41.070 --> 00:04:43.970 what you would use in a first year statistics class. 00:04:43.970 --> 00:04:46.270 And of course, we can use the same logic. 00:04:46.270 --> 00:04:47.470 This is going to be equal 00:04:47.470 --> 00:04:49.870 to the population proportion plant B 00:04:49.870 --> 00:04:52.760 times one minus the population proportion in plant B, 00:04:52.760 --> 00:04:55.680 all of that over your sample size from plant B. 00:04:55.680 --> 00:04:58.270 And we know all of these things. 00:04:58.270 --> 00:05:01.490 We know that your population proportion in plant A 00:05:01.490 --> 00:05:05.530 is 8% or 0.08. 00:05:05.530 --> 00:05:10.490 One minus that is 0.92. 00:05:10.490 --> 00:05:14.060 We're taking samples of 200 at a time from plant A. 00:05:14.060 --> 00:05:17.090 And then in plant B, we know the population proportion, 00:05:17.090 --> 00:05:20.950 they told us is 6% or 0.06. 00:05:20.950 --> 00:05:24.253 One minus that is 0.94. 00:05:25.680 --> 00:05:28.810 And then the sample size from plant B 00:05:28.810 --> 00:05:30.670 is also going to be 200. 00:05:30.670 --> 00:05:32.260 It's going to be 200. 00:05:32.260 --> 00:05:37.260 We get 0.08 times 0.92 divided by 200 and then plus, 00:05:42.360 --> 00:05:44.510 let's open parentheses here, 00:05:44.510 --> 00:05:49.510 we get 0.06 times 0.94 divided by 200, 00:05:52.190 --> 00:05:54.950 and then actually let me close the parentheses, 00:05:54.950 --> 00:05:57.030 and that equals this business. 00:05:57.030 --> 00:05:58.203 So 0.00065. 00:06:00.750 --> 00:06:05.220 So 0.00065. 00:06:05.220 --> 00:06:06.240 And then from this, 00:06:06.240 --> 00:06:08.440 we can figure out what the standard is going to be. 00:06:08.440 --> 00:06:11.140 The standard deviation of the difference 00:06:11.140 --> 00:06:14.330 between our sample proportions 00:06:15.240 --> 00:06:18.090 is going to be just the square root of this. 00:06:18.090 --> 00:06:22.463 It's going to be the square root of 0.00065. 00:06:24.180 --> 00:06:27.410 And that is approximately equal to, 00:06:27.410 --> 00:06:31.097 let's just take the square root, and we get this, 0.025. 00:06:34.178 --> 00:06:36.750 0.025. 00:06:36.750 --> 00:06:37.630 And there you have it, 00:06:37.630 --> 00:06:39.600 we have thought about the standard deviation. 00:06:39.600 --> 00:06:43.430 And then last but not least, let's think about the shape. 00:06:43.430 --> 00:06:47.200 So just as a review, we just have to remind ourselves 00:06:47.200 --> 00:06:50.560 that the distribution of each sample proportion 00:06:50.560 --> 00:06:52.050 is going to be normal 00:06:52.050 --> 00:06:57.050 as long as we expect at least 10 successes and 10 failures. 00:06:57.870 --> 00:06:59.010 Well, let's look at each of these. 00:06:59.010 --> 00:07:01.230 How many successes you expect 00:07:01.230 --> 00:07:03.680 where a success would actually be a defect? 00:07:03.680 --> 00:07:04.760 But let's think about this. 00:07:04.760 --> 00:07:09.600 8% of in each case of a sample of 200, 00:07:09.600 --> 00:07:10.860 that's going to be 16. 00:07:10.860 --> 00:07:13.380 So you would expect 16 defects, 00:07:13.380 --> 00:07:15.550 and then you would expect 200 minus 16, 00:07:15.550 --> 00:07:18.490 which is a lot larger than 10 of no defects. 00:07:18.490 --> 00:07:21.570 So both of those are greater than or equal to 10. 00:07:21.570 --> 00:07:24.130 And then if you did the same thing for plant B, 00:07:24.130 --> 00:07:25.050 you get the same idea. 00:07:25.050 --> 00:07:27.940 6% of 200 is 12. 00:07:27.940 --> 00:07:30.360 And then if you say the ones that have no defects, 00:07:30.360 --> 00:07:33.660 that's 200 minus 12, which is way more than 10, 00:07:33.660 --> 00:07:35.170 and especially in that latter case. 00:07:35.170 --> 00:07:36.760 But in every situation, 00:07:36.760 --> 00:07:40.570 we expect to have at least 10 successes and 10 failures. 00:07:40.570 --> 00:07:44.520 And so we can assume that the distributions of each of these 00:07:44.520 --> 00:07:45.810 are going to be normal. 00:07:45.810 --> 00:07:47.250 And we also know that the difference 00:07:47.250 --> 00:07:51.820 of two normally distributed variables is also normal, 00:07:51.820 --> 00:07:54.930 so long as they pass that large count condition 00:07:54.930 --> 00:07:56.130 that we just talked about. 00:07:56.130 --> 00:08:00.400 And so let's draw what this distribution might look like. 00:08:00.400 --> 00:08:02.360 It might look something like this. 00:08:02.360 --> 00:08:04.700 It's going to be a normal distribution 00:08:05.810 --> 00:08:10.293 where you have a mean right over here. 00:08:11.430 --> 00:08:12.860 I'll do that in that same color. 00:08:12.860 --> 00:08:17.740 A mean of 0.02. 00:08:17.740 --> 00:08:19.780 You can definitely take on negative values 00:08:19.780 --> 00:08:21.630 because there are some situations 00:08:21.630 --> 00:08:25.180 in which your sample proportion from plan B 00:08:25.180 --> 00:08:27.540 actually could be larger just by random chance 00:08:27.540 --> 00:08:28.960 than it is from plant A. 00:08:28.960 --> 00:08:31.410 So you can definitely take on negative values. 00:08:31.410 --> 00:08:33.430 But if I wanted to show where zero is, 00:08:33.430 --> 00:08:36.300 maybe zero is right over here, 00:08:36.300 --> 00:08:39.490 so we could draw an axes right over here. 00:08:39.490 --> 00:08:42.110 And then we know what the standard deviation is. 00:08:42.110 --> 00:08:44.730 It's 0.025 or it's approximately that. 00:08:44.730 --> 00:08:47.000 So if we were to go one standard deviation down, 00:08:47.000 --> 00:08:48.930 we would go right about there, 00:08:48.930 --> 00:08:50.510 and if we were to go one standard deviation up, 00:08:50.510 --> 00:08:51.650 we would go right about there. 00:08:51.650 --> 00:08:54.360 And obviously, we could go more than one standard deviation 00:08:54.360 --> 00:08:56.573 above or below that mean.
Sampling distribution of the difference in sample proportions -Probability example
https://www.youtube.com/watch?v=-Sg3F-vK_cY
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WEBVTT Kind: captions Language: en 00:00:00.360 --> 00:00:01.280 - [Instructor] In a previous video, 00:00:01.280 --> 00:00:04.080 we explored the sampling distribution 00:00:04.080 --> 00:00:06.320 that we got when we took the difference 00:00:06.320 --> 00:00:08.590 between sample proportions. 00:00:08.590 --> 00:00:11.010 And in that video, we described the distribution 00:00:11.010 --> 00:00:13.960 in terms of its mean, standard deviation, and shape. 00:00:13.960 --> 00:00:15.030 What we're going to do in this video 00:00:15.030 --> 00:00:17.210 is build on that example and try to answer 00:00:17.210 --> 00:00:18.910 a little bit more about it. 00:00:18.910 --> 00:00:20.880 So in this situation, what we wanna do 00:00:20.880 --> 00:00:22.720 is find the probability given that we, 00:00:22.720 --> 00:00:27.210 what we already know about this sampling distribution's mean 00:00:27.210 --> 00:00:29.440 and standard deviation and shape. 00:00:29.440 --> 00:00:32.490 We wanna find the probability that the sample proportion 00:00:32.490 --> 00:00:36.200 of defects from Plant B is greater 00:00:36.200 --> 00:00:39.480 than the sample proportion from Plant A. 00:00:39.480 --> 00:00:42.593 So pause this video and see if you can figure this out. 00:00:43.980 --> 00:00:45.510 All right, now let's do this together. 00:00:45.510 --> 00:00:47.690 So first of all, let's just interpret what this is. 00:00:47.690 --> 00:00:49.640 The probability that the sample proportion 00:00:49.640 --> 00:00:52.210 of defects from Plant B is greater 00:00:52.210 --> 00:00:55.090 than the sample proportion from Plant A. 00:00:55.090 --> 00:00:57.800 So the sample proportion from Plant B 00:00:57.800 --> 00:01:00.450 is greater than the proportion from Plant A. 00:01:00.450 --> 00:01:03.390 Then the difference between the sample proportions 00:01:03.390 --> 00:01:05.380 is going to be negative. 00:01:05.380 --> 00:01:08.100 So this is equivalent to the probability 00:01:08.100 --> 00:01:12.820 that the difference of the sample proportions, 00:01:12.820 --> 00:01:15.210 so the sample proportion from A minus 00:01:15.210 --> 00:01:17.050 the sample proportion from B 00:01:17.050 --> 00:01:21.060 is going to be less than zero. 00:01:21.060 --> 00:01:22.570 Or another way to think about it, 00:01:22.570 --> 00:01:27.040 that's going to be this area right over here. 00:01:27.040 --> 00:01:28.180 Now, there's a bunch of ways 00:01:28.180 --> 00:01:29.770 that we can figure out this area, 00:01:29.770 --> 00:01:31.390 but the easiest or one of the easiest, 00:01:31.390 --> 00:01:33.450 I guess there's many different ways to do it, 00:01:33.450 --> 00:01:35.850 is to figure out, well, how many, 00:01:35.850 --> 00:01:37.330 this is up to and including 00:01:37.330 --> 00:01:40.990 how many standard deviations below the mean, 00:01:40.990 --> 00:01:43.200 and then we could use a Z table. 00:01:43.200 --> 00:01:48.150 So we just have to do is figure out what is the Z value here 00:01:49.410 --> 00:01:51.350 and the Z value here we just have to say, 00:01:51.350 --> 00:01:55.160 well, how many standard deviations below the mean is this? 00:01:55.160 --> 00:01:56.690 And I'll do it up here. 00:01:56.690 --> 00:01:58.330 Let me square this off. 00:01:58.330 --> 00:02:00.500 So I don't make it too messy. 00:02:00.500 --> 00:02:02.690 Z is going to be equal to, 00:02:02.690 --> 00:02:07.690 so we are negative 0.02 from the mean 00:02:08.640 --> 00:02:10.810 or we're 0.02 to the left of the mean. 00:02:10.810 --> 00:02:13.023 So I'll just do negative 0.02, 00:02:14.060 --> 00:02:18.307 and then over the standard deviation, which is 0.025, 00:02:20.310 --> 00:02:22.590 which is going to be equal to, 00:02:22.590 --> 00:02:24.053 I'll get a calculator here. 00:02:25.570 --> 00:02:30.570 We get 0.02 divided by 0.025 is equal to that. 00:02:33.780 --> 00:02:38.760 And we are, of course, going to be to the left of the mean. 00:02:38.760 --> 00:02:42.910 So our Z is going to be approximately negative 0.8 or 0.8. 00:02:42.910 --> 00:02:44.900 I'm saying approximately 'cause this was approximate 00:02:44.900 --> 00:02:47.470 over here when we figured out the standard deviation. 00:02:47.470 --> 00:02:52.470 So it is negative 0.8 and then we just have to use 00:02:53.810 --> 00:02:56.610 a Z lookup table. 00:02:56.610 --> 00:02:59.060 And so if we look at a Z lookup table, 00:02:59.060 --> 00:03:02.930 we see here is if we're going to negative 0.8, 00:03:02.930 --> 00:03:07.930 negative 0.8 is right over here, so negative 0.8. 00:03:08.300 --> 00:03:10.610 And then we have zeros after that. 00:03:10.610 --> 00:03:12.810 So we're looking at this right over here. 00:03:12.810 --> 00:03:14.780 The area under the normal curve 00:03:14.780 --> 00:03:17.020 up to and including that Z value. 00:03:17.020 --> 00:03:17.920 So we always have to make sure 00:03:17.920 --> 00:03:19.560 that we're looking at the right thing 00:03:19.560 --> 00:03:23.220 on this standard normal probabilities table right over here. 00:03:23.220 --> 00:03:25.840 That gives us 0.21 or we could say 00:03:25.840 --> 00:03:29.130 this is approximately 21%. 00:03:29.130 --> 00:03:31.500 So let me get rid of this. 00:03:31.500 --> 00:03:33.820 And so we know that this right over here 00:03:33.820 --> 00:03:38.820 is approximately 21% or we could say 0.21. 00:03:41.010 --> 00:03:42.680 So the probability that the sample proportion 00:03:42.680 --> 00:03:45.000 of defects from Plant B is greater 00:03:45.000 --> 00:03:47.200 than the sample proportion from Plant A. 00:03:47.200 --> 00:03:50.743 It's, give or take, it's roughly one in five.
Path independence for line integrals
https://www.youtube.com/watch?v=H5WNQfDSWrE
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WEBVTT Kind: captions Language: en 00:00:00.030 --> 00:00:02.600 - [Instructor] What I wanna do in this video is establish 00:00:02.600 --> 00:00:06.480 a reasonably powerful condition in which we can establish 00:00:06.480 --> 00:00:09.150 that a vector field or that align integral 00:00:09.150 --> 00:00:11.660 of a vector field is path independent. 00:00:11.660 --> 00:00:13.720 And when I say that, I mean that let's say, 00:00:13.720 --> 00:00:15.970 I were to take this line integral 00:00:15.970 --> 00:00:20.653 along the path c of f dot dr, 00:00:21.500 --> 00:00:25.360 and let's say my path looks like this. 00:00:25.360 --> 00:00:28.220 Let's say my path looks like this. 00:00:28.220 --> 00:00:33.000 that's my x and y axis, y and x, 00:00:33.000 --> 00:00:35.260 and let's say my path looks something like this. 00:00:35.260 --> 00:00:39.840 I start there and I go over there to point c just like 00:00:39.840 --> 00:00:43.020 or to my end point, the curve here is. 00:00:43.020 --> 00:00:45.750 And so I would evaluate this line integral, 00:00:45.750 --> 00:00:48.740 this vector field along this path. 00:00:48.740 --> 00:00:52.310 This would be a path independent vector field 00:00:52.310 --> 00:00:55.993 or we call that a conservative vector field if, 00:00:57.110 --> 00:01:02.110 if this thing is equal to the same integral, 00:01:02.890 --> 00:01:06.160 the same integral over a different path, 00:01:06.160 --> 00:01:07.360 that has the same end point. 00:01:07.360 --> 00:01:11.340 So let's call this c1 so this is c1, and this is c2. 00:01:11.340 --> 00:01:15.140 This vector field is conservative if, 00:01:15.140 --> 00:01:17.640 if I start at the same point, but I take a different path, 00:01:17.640 --> 00:01:20.223 let's say I go something like that. 00:01:21.340 --> 00:01:24.490 If I take a different path and this is my c2, 00:01:24.490 --> 00:01:26.740 I still get the same value. 00:01:26.740 --> 00:01:28.430 these integrals, what's this telling me, 00:01:28.430 --> 00:01:30.900 is it all it cares about to evaluate these integrals 00:01:30.900 --> 00:01:34.070 is my starting point and my ending point. 00:01:34.070 --> 00:01:36.040 It doesn't care what I do in between. 00:01:36.040 --> 00:01:38.490 It doesn't care how I get from my starting point 00:01:38.490 --> 00:01:39.373 to my end point. 00:01:40.232 --> 00:01:42.120 These two integrals have the same start point 00:01:42.120 --> 00:01:45.200 and same end point, so irregardless of their actual path, 00:01:45.200 --> 00:01:46.430 they're going to be the same. 00:01:46.430 --> 00:01:49.810 that's what it means for f to be a conservative field 00:01:49.810 --> 00:01:52.710 or what it means to be for this integral 00:01:52.710 --> 00:01:54.810 to be path independent. 00:01:54.810 --> 00:01:57.730 So before I prove or I show you the conditions, 00:01:57.730 --> 00:02:00.620 let's build up our toolkit a little bit. 00:02:00.620 --> 00:02:04.680 And so you may or may not have already seen 00:02:04.680 --> 00:02:08.950 the multivariable chain rule, multivariable chain rule. 00:02:11.310 --> 00:02:13.563 And I'm not gonna prove it in this video, 00:02:14.410 --> 00:02:16.490 but I think it'll be pretty intuitive for you, 00:02:16.490 --> 00:02:18.670 so maybe it doesn't need to have a proof 00:02:18.670 --> 00:02:19.530 or I'll prove it eventually, 00:02:19.530 --> 00:02:21.670 but I really just wanna give you the intuition. 00:02:21.670 --> 00:02:24.400 And all that says is that if I have some function, 00:02:24.400 --> 00:02:29.270 let's say I have f of x and y but x and y are then functions 00:02:29.270 --> 00:02:34.270 of, let's say 1/3 variable t so f of x of t 00:02:34.290 --> 00:02:39.290 and y of t, that the derivative of f with respect to t, 00:02:40.270 --> 00:02:45.270 the derivative of f with respect to t, is multivariable. 00:02:45.820 --> 00:02:48.120 I have two variables here an x and y. 00:02:48.120 --> 00:02:49.240 this is going to be equal 00:02:49.240 --> 00:02:52.440 to the partial of f with respect to x, 00:02:52.440 --> 00:02:56.200 how fast does f change as exchanges, 00:02:56.200 --> 00:02:59.530 times the derivative of x with respect to t. 00:02:59.530 --> 00:03:02.420 This is a single variable function right here. 00:03:02.420 --> 00:03:04.890 So you just can take a regular derivative. 00:03:04.890 --> 00:03:09.250 So times how fast x changes with respect to t. 00:03:09.250 --> 00:03:11.780 This is a standard derivative, this is partial derivative, 00:03:11.780 --> 00:03:14.760 because at that level we're dealing with two variables 00:03:14.760 --> 00:03:17.790 and we're not done plus how fast f changes 00:03:17.790 --> 00:03:19.270 with respect to y. 00:03:19.270 --> 00:03:23.470 How fast the partial of f with respect to y times 00:03:23.470 --> 00:03:26.050 the derivative of y with respect to t. 00:03:26.050 --> 00:03:26.883 So dy, dt. 00:03:29.340 --> 00:03:30.210 I'm not gonna prove it, 00:03:30.210 --> 00:03:32.820 but I think it makes pretty good intuition. 00:03:32.820 --> 00:03:35.810 This is saying, as I move a little bit dt, 00:03:35.810 --> 00:03:37.390 how much of a df do I get 00:03:37.390 --> 00:03:40.340 or how fast does f change with respect to t? 00:03:40.340 --> 00:03:42.300 It says, well, there's two ways that f can change. 00:03:42.300 --> 00:03:43.850 It can change with respect to x, 00:03:43.850 --> 00:03:45.840 and it can change with respect to y. 00:03:45.840 --> 00:03:48.310 So why don't I add those two things together 00:03:48.310 --> 00:03:51.090 as they are both changing with respect to t? 00:03:51.090 --> 00:03:53.840 That's all it's saying and if you kind of imagined 00:03:53.840 --> 00:03:56.570 that you could cancel out this partial x with this dx 00:03:56.570 --> 00:03:58.590 and this partial y with this dy, 00:03:58.590 --> 00:03:59.450 you could have kind of imagined 00:03:59.450 --> 00:04:03.360 the partial of f with respect to t on the x side of things, 00:04:03.360 --> 00:04:06.460 and that plus the partial of f with respect to t 00:04:06.460 --> 00:04:08.730 on the y in the y dimension, 00:04:08.730 --> 00:04:11.070 and then that'll give you the total change of f 00:04:11.070 --> 00:04:12.250 with respect to t. 00:04:12.250 --> 00:04:15.443 Kind of a hand wavy argument there, but at least to me, 00:04:15.443 --> 00:04:17.010 this is a pretty intuitive formula. 00:04:17.010 --> 00:04:18.400 So that's our toolkit right there, 00:04:18.400 --> 00:04:20.590 the multivariable chain rule. 00:04:20.590 --> 00:04:23.140 We're gonna put that aside for a second. 00:04:23.140 --> 00:04:27.970 Now, let's say I have some vector field f 00:04:28.920 --> 00:04:30.010 and this is a different than this f, 00:04:30.010 --> 00:04:32.290 so I'll do it in a different color, magenta. 00:04:32.290 --> 00:04:36.800 I have some vector field f that is a function of x and y, 00:04:36.800 --> 00:04:39.010 and let's say that it happens to be 00:04:39.010 --> 00:04:42.260 the gradient of some scalar field. 00:04:42.260 --> 00:04:47.000 Let's say it equals the gradient of some scalar field 00:04:47.000 --> 00:04:49.410 I'll call that capital F. 00:04:49.410 --> 00:04:50.740 And this is gradient which means, 00:04:50.740 --> 00:04:54.580 and this is capital f is also a function of x and y. 00:04:54.580 --> 00:04:58.400 So I could write f is also, let me write it, 00:04:58.400 --> 00:05:00.190 I don't wanna write it on a new line, 00:05:00.190 --> 00:05:01.690 I could also write up here. 00:05:01.690 --> 00:05:04.890 Capital F is also a function of x and y 00:05:04.890 --> 00:05:08.630 and the gradient, all that means is that f, 00:05:08.630 --> 00:05:12.520 the vector field f of x, y lowercase f of x, y 00:05:12.520 --> 00:05:16.850 is equal to the partial derivative of uppercase F 00:05:16.850 --> 00:05:21.070 with respect to x times the eye unit vector, 00:05:21.070 --> 00:05:25.020 plus the partial of uppercase F with respect 00:05:25.020 --> 00:05:27.810 to y times the j unit vector. 00:05:27.810 --> 00:05:30.640 This is the definition of a gradient right here. 00:05:30.640 --> 00:05:32.300 This is the definition of a gradient, 00:05:32.300 --> 00:05:36.690 and if you imagine that uppercase F is some type of surface, 00:05:36.690 --> 00:05:41.130 so if uppercase F is some type of surface like that, 00:05:41.130 --> 00:05:46.130 just trying to do my, so this is uppercase F of x, y 00:05:46.560 --> 00:05:49.900 the gradient of f of x, y is going to be a vector field 00:05:49.900 --> 00:05:51.330 that tells you the direction 00:05:51.330 --> 00:05:53.500 of steepest ascent at any point. 00:05:53.500 --> 00:05:56.730 So it'll be defined on the x, y plane. 00:05:56.730 --> 00:05:59.890 So on the x, y plane, it'll tell you, so let me draw. 00:05:59.890 --> 00:06:03.130 That's the vertical axis, maybe that's the x axis, 00:06:03.130 --> 00:06:04.870 that's the y axis. 00:06:04.870 --> 00:06:05.892 So the gradient of it, 00:06:05.892 --> 00:06:08.150 if you take any point on the x, y plane 00:06:08.150 --> 00:06:10.280 it'll tell you the direction you need to travel to go 00:06:10.280 --> 00:06:12.850 into this deepest descent and for this gradient field 00:06:12.850 --> 00:06:15.610 it's going to be something like this. 00:06:15.610 --> 00:06:18.119 It's going to be something like this 00:06:18.119 --> 00:06:20.640 and maybe over here it starts going in that direction 00:06:20.640 --> 00:06:22.600 'cause you would descend towards 00:06:22.600 --> 00:06:24.310 this little minimum point right here, 00:06:24.310 --> 00:06:25.587 anyway I don't wanna get too involved in that. 00:06:25.587 --> 00:06:28.970 And the whole point of this isn't to really you get 00:06:28.970 --> 00:06:30.340 the intuition behind ingredients 00:06:30.340 --> 00:06:32.070 there are other videos on this. 00:06:32.070 --> 00:06:34.780 The point of this is to get a a test 00:06:34.780 --> 00:06:37.990 to see whether something is path independent 00:06:37.990 --> 00:06:39.620 whether a vector field is path independent, 00:06:39.620 --> 00:06:42.160 whether it's conservative and it turns out 00:06:42.160 --> 00:06:45.720 that if this exists and I'm gonna prove it now. 00:06:45.720 --> 00:06:50.720 If this exists, if f is the gradient of some scalar field 00:06:51.850 --> 00:06:56.850 if f is equal to the gradient of some scalar field 00:06:57.370 --> 00:07:02.370 then, then f is conservative, conservative 00:07:04.700 --> 00:07:07.780 or you could say it doesn't matter what path we follow 00:07:07.780 --> 00:07:10.320 when we take a line integral over f, 00:07:10.320 --> 00:07:12.920 it just matters about our starting point 00:07:12.920 --> 00:07:14.980 and our ending point. 00:07:14.980 --> 00:07:18.140 Now, let me see if I can prove that to you. 00:07:18.140 --> 00:07:19.870 So let's start with the assumption 00:07:19.870 --> 00:07:21.530 that f can be written this way 00:07:21.530 --> 00:07:25.040 as the gradient of that lowercase f can be written 00:07:25.040 --> 00:07:28.150 as the gradient of some uppercase F. 00:07:28.150 --> 00:07:31.093 So in that case, in that case, 00:07:32.071 --> 00:07:37.071 our integral, let's see well, let's define our path first. 00:07:37.470 --> 00:07:41.360 So our position vector function, we always need one 00:07:41.360 --> 00:07:44.690 of those to do a line integral or a vector line integral, 00:07:44.690 --> 00:07:49.667 r of t is going to be equal to x of t times i 00:07:50.510 --> 00:07:55.510 plus y of t times J for t going between a and b, 00:07:56.780 --> 00:07:58.580 we've seen this multiple times. 00:07:58.580 --> 00:08:00.200 This is the definition of 00:08:00.200 --> 00:08:01.720 this is just a very general definition 00:08:01.720 --> 00:08:04.960 of pretty much any path in two dimensions. 00:08:04.960 --> 00:08:09.960 And then we're gonna say f, f is going to be f of x, y 00:08:12.230 --> 00:08:13.620 is going to be equal to this 00:08:13.620 --> 00:08:15.930 it's going to be the partial derivative 00:08:15.930 --> 00:08:19.810 of uppercase F with respect to x so we're assuming 00:08:19.810 --> 00:08:22.120 that this exists, that this is true 00:08:22.120 --> 00:08:25.790 except with times i plus the partial of uppercase F 00:08:25.790 --> 00:08:29.230 with respect to y times j. 00:08:29.230 --> 00:08:34.230 Now, given this what is f lowercase f lowercase dot dr 00:08:42.200 --> 00:08:45.120 going to equal over this path right here 00:08:45.120 --> 00:08:48.700 this path is divined by this position function right there. 00:08:48.700 --> 00:08:51.540 Well, it's going to be equal to what we need to get 00:08:51.540 --> 00:08:52.890 we need to figure out what dr is 00:08:52.890 --> 00:08:54.300 and we've done that in multiple videos 00:08:54.300 --> 00:08:56.510 so I'll do that on the right over here. 00:08:56.510 --> 00:08:59.610 Dr, we've seen it multiple times I'll just 00:08:59.610 --> 00:09:00.850 actually, I'll solve it out again. 00:09:00.850 --> 00:09:04.460 DR, dt by definition was equal 00:09:04.460 --> 00:09:09.460 to dx, dt is equal to dx, dt times i plus dy, d, 00:09:13.840 --> 00:09:15.850 I don't know why it got all fat like that. 00:09:15.850 --> 00:09:20.850 Dy, dt times j, that's what dr, dt is. 00:09:21.500 --> 00:09:24.930 So if we wanna figure out what dr is, the differential dr, 00:09:24.930 --> 00:09:26.750 if we wanna play with differentials in this way, 00:09:26.750 --> 00:09:29.350 multiply both sides times dt, 00:09:29.350 --> 00:09:30.970 and actually I'm gonna treat dt as, 00:09:30.970 --> 00:09:32.700 well, I'll multiply it, I'll distribute it. 00:09:32.700 --> 00:09:37.700 It's dx, dt times dt, i plus dy, dt times dt, j. 00:09:44.050 --> 00:09:45.460 So if we're taking the dot product 00:09:45.460 --> 00:09:49.233 of f of f with dr, what are we gonna get? 00:09:50.310 --> 00:09:51.760 What are we gonna get? 00:09:51.760 --> 00:09:53.750 We are going to get, and this is, let me, 00:09:53.750 --> 00:09:55.120 so we're gonna take, 00:09:55.120 --> 00:09:59.920 so this is going to be the integral over the curve, 00:09:59.920 --> 00:10:03.220 over the curve from, all right, the c right there. 00:10:03.220 --> 00:10:06.730 We can write it in terms of the end points of t, 00:10:06.730 --> 00:10:10.350 once we feel good that we have everything in terms of t, 00:10:10.350 --> 00:10:12.590 but it's gonna be equal to this dot that 00:10:12.590 --> 00:10:14.300 which is equal to the partial, 00:10:14.300 --> 00:10:16.410 I'll try to stay color consistent, 00:10:16.410 --> 00:10:19.240 the partial of uppercase F with respect 00:10:19.240 --> 00:10:23.187 to x times that times dx, dt. 00:10:25.080 --> 00:10:29.940 I'm gonna write this dt in a different color, times dt plus, 00:10:32.330 --> 00:10:37.000 plus the partial of uppercase F with respect 00:10:37.000 --> 00:10:42.000 to y times this, we're multiplying the j components, right? 00:10:42.040 --> 00:10:44.970 We can take the dot product, multiply the i components, 00:10:44.970 --> 00:10:48.390 and then add that to, what you get from the product 00:10:48.390 --> 00:10:49.223 of the j component. 00:10:49.223 --> 00:10:51.360 So this j component is partial of uppercase F 00:10:51.360 --> 00:10:52.550 with respect to y. 00:10:52.550 --> 00:10:56.620 And then we have times, let me switch to a yellow, 00:10:56.620 --> 00:11:01.620 dy, dt times that dt right over there 00:11:01.670 --> 00:11:06.670 times that dt over there, and then we can factor out the dt. 00:11:06.820 --> 00:11:08.930 We could factor out the dt 00:11:08.930 --> 00:11:09.950 or actually it's just so I don't have 00:11:09.950 --> 00:11:11.050 to even write it again, 00:11:11.050 --> 00:11:12.820 right now, I wrote it without, well, let me write it again. 00:11:12.820 --> 00:11:16.180 So this is equal to the integral, 00:11:16.180 --> 00:11:18.030 and let's say we have it in terms of t. 00:11:18.030 --> 00:11:19.490 We've written everything in terms of t, 00:11:19.490 --> 00:11:22.250 so t goes from a to a. 00:11:22.250 --> 00:11:26.370 And so this is going to be equal to, I'll write it in blue, 00:11:26.370 --> 00:11:31.370 the partial of uppercase F with respect to x times dx, dt 00:11:33.100 --> 00:11:34.940 plus, I'm distributing this dt out, 00:11:34.940 --> 00:11:39.777 plus the partial of uppercase F with respect to y, dy, dt, 00:11:42.240 --> 00:11:46.550 all of that times dt. 00:11:46.550 --> 00:11:49.210 This is equivalent to that. 00:11:49.210 --> 00:11:51.100 Now you might realize why 00:11:51.100 --> 00:11:53.730 I talked about the multivariable chain rule. 00:11:53.730 --> 00:11:55.530 What is this right here? 00:11:55.530 --> 00:11:57.130 What is that right there? 00:11:57.130 --> 00:11:59.090 You can do some pattern matching. 00:11:59.090 --> 00:12:04.090 That is the same thing as the derivative of uppercase F 00:12:04.420 --> 00:12:05.970 with respect to t. 00:12:05.970 --> 00:12:07.870 Look at this, let me, let me copy and paste this 00:12:07.870 --> 00:12:09.170 just so you appreciate it. 00:12:10.160 --> 00:12:12.250 Let me copy and paste that. 00:12:12.250 --> 00:12:15.333 You copy it, and then let me paste it. 00:12:17.160 --> 00:12:20.910 So this is our definition or this is our, 00:12:20.910 --> 00:12:22.930 I won't say definition one can actually prove it, 00:12:22.930 --> 00:12:24.350 you don't have to start from there, 00:12:24.350 --> 00:12:27.230 but this is our multivariable chain rule right here, right? 00:12:27.230 --> 00:12:29.300 The derivative of any function with respect to t 00:12:29.300 --> 00:12:30.710 is the partial of that function with respect 00:12:30.710 --> 00:12:33.080 to x times dx, dt plus the partial of that function 00:12:33.080 --> 00:12:34.920 with respect to y, dy, dt. 00:12:34.920 --> 00:12:38.910 I have the partial of uppercase F with respect to x, dx, dt 00:12:38.910 --> 00:12:42.440 plus the partial uppercase F with respect to y. 00:12:42.440 --> 00:12:45.130 And this are identical if you just replace this lowercase f 00:12:45.130 --> 00:12:46.460 with an uppercase F. 00:12:46.460 --> 00:12:47.880 So this in blue right here, 00:12:47.880 --> 00:12:50.170 so this whole expression is equal to, 00:12:50.170 --> 00:12:54.950 the integral from a to b, t is equal a to t is equal to b 00:12:54.950 --> 00:12:58.930 of, of, in blue here, 00:12:58.930 --> 00:13:02.660 the derivative, regular derivative of f 00:13:02.660 --> 00:13:07.220 with respect to t, dt. 00:13:07.220 --> 00:13:08.270 And how do you evaluate? 00:13:08.270 --> 00:13:10.060 Let me read the dt in green. 00:13:10.060 --> 00:13:12.000 How do you evaluate something like this? 00:13:12.000 --> 00:13:12.890 And I just wanna make a point. 00:13:12.890 --> 00:13:16.500 This is just this, from the multivariable chain rule. 00:13:16.500 --> 00:13:19.630 And how do you evaluate a definite integral like this? 00:13:19.630 --> 00:13:22.250 Will you take the anti-derivative of the inside 00:13:22.250 --> 00:13:25.110 with respect to dt? 00:13:25.110 --> 00:13:26.810 So what is this going to be equal to? 00:13:26.810 --> 00:13:28.440 You take the anti-derivative of the inside, 00:13:28.440 --> 00:13:30.740 the anti-derivative of the inside, that's just df 00:13:30.740 --> 00:13:32.100 oh, sorry, that's just f. 00:13:32.100 --> 00:13:35.563 So this is equal to f of t. 00:13:36.540 --> 00:13:38.420 And let me be clear, let me be clear here. 00:13:38.420 --> 00:13:41.730 We wrote before that f is a function, 00:13:41.730 --> 00:13:46.060 so our uppercase F is a function of x and y 00:13:47.196 --> 00:13:48.920 which could also be written since each of these 00:13:48.920 --> 00:13:53.250 are functions of t of, it could be written as f of x of t 00:13:53.250 --> 00:13:55.870 of y of t, I'm just rewriting it in different ways. 00:13:55.870 --> 00:13:58.850 And this could be just written as f of t. 00:13:58.850 --> 00:14:00.460 This is the same thing as f of t. 00:14:00.460 --> 00:14:01.800 These are all equivalent, 00:14:01.800 --> 00:14:02.730 depending on whether you wanna include 00:14:02.730 --> 00:14:04.930 the x's and the y's only or the t's only 00:14:04.930 --> 00:14:08.130 or them both cause both of the x's and y's 00:14:08.130 --> 00:14:10.400 are functions of t. 00:14:10.400 --> 00:14:13.650 So this is the derivative of f with respect to t. 00:14:13.650 --> 00:14:15.280 If this was just in terms of t, 00:14:15.280 --> 00:14:17.480 this is the derivative of that with respect to t. 00:14:17.480 --> 00:14:20.460 We take it's anti-derivative, we're left just with f, 00:14:20.460 --> 00:14:22.190 and we have to evaluate it 00:14:23.320 --> 00:14:26.550 from t is equal to a to t is equal to b. 00:14:26.550 --> 00:14:29.750 And so this is equal to, and this is the homestretch, 00:14:29.750 --> 00:14:34.507 this is equal to f of b minus f of a. 00:14:35.840 --> 00:14:38.100 And if you wanna think about it in these terms, 00:14:38.100 --> 00:14:39.280 this is the same thing. 00:14:39.280 --> 00:14:44.280 This is equal to f of x of b, y of b, 00:14:46.440 --> 00:14:47.440 let me re-check out all the parentheses, 00:14:47.440 --> 00:14:52.440 minus f of x of a, y of a, these are equivalent. 00:14:53.730 --> 00:14:58.170 You give me any point on the x, y plane, an x and a y, 00:14:58.170 --> 00:15:00.100 and it tells me where I am. 00:15:00.100 --> 00:15:04.350 This is my capital F, it gives me a height just like that. 00:15:04.350 --> 00:15:05.830 But what this tells me this, 00:15:05.830 --> 00:15:10.040 this associates a value with every point on the x, y plane. 00:15:10.040 --> 00:15:12.210 And what this whole exercise, 00:15:12.210 --> 00:15:15.310 remember this is the same thing as that. 00:15:15.310 --> 00:15:17.000 This is our whole thing that we were trying to prove. 00:15:17.000 --> 00:15:21.053 That is equal to f dot dr. 00:15:21.930 --> 00:15:25.980 F dot dr, our vector field for which is the gradient 00:15:25.980 --> 00:15:28.870 of the capital F, remember F, 00:15:28.870 --> 00:15:30.770 F was equal to the gradient of f. 00:15:30.770 --> 00:15:32.160 We assume that it's the gradient 00:15:32.160 --> 00:15:34.460 of some function, capital F. 00:15:34.460 --> 00:15:36.210 If that is the case, 00:15:36.210 --> 00:15:38.530 then we just did a little bit of calculus or algebra 00:15:38.530 --> 00:15:39.680 or whatever you wanna call it. 00:15:39.680 --> 00:15:42.030 And we found that we can evaluate this integral 00:15:43.014 --> 00:15:46.850 by evaluating capital F at t is equal to b, 00:15:46.850 --> 00:15:50.600 and then subtracting from that capital f at t is equal to a. 00:15:50.600 --> 00:15:52.210 But what that tells you is that this integral, 00:15:52.210 --> 00:15:56.860 the value of this integral is only dependent, 00:15:56.860 --> 00:16:01.710 is only dependent at our starting point, t is equal to a. 00:16:01.710 --> 00:16:06.710 This is the point x of a, y of a, and the ending point 00:16:07.960 --> 00:16:12.960 t of b, x of, or t is equal to b which is x of b, y of b. 00:16:13.850 --> 00:16:16.060 That integral is only dependent on these two values. 00:16:16.060 --> 00:16:17.310 How do I know that? 00:16:17.310 --> 00:16:18.830 Because to solve it, 00:16:18.830 --> 00:16:21.080 because I'm saying that this thing exists, 00:16:21.080 --> 00:16:24.230 I just had to evaluate that thing at both those two points. 00:16:24.230 --> 00:16:26.940 I didn't care about the curve in between. 00:16:26.940 --> 00:16:31.940 So this shows that if, if f is equal to the gradient, 00:16:34.310 --> 00:16:36.400 this is often called a potential function 00:16:36.400 --> 00:16:38.180 of capital F, although they're usually 00:16:38.180 --> 00:16:40.210 the negative of each other, but it's the same idea. 00:16:40.210 --> 00:16:43.160 If the vector field f is the gradient 00:16:43.160 --> 00:16:47.113 of some scalar field, uppercase F, then, 00:16:48.110 --> 00:16:52.720 then we can say that f is conservative. 00:16:52.720 --> 00:16:56.740 F is conservative or that the integral, 00:16:56.740 --> 00:17:01.010 the line integral of f dot dr is path independent. 00:17:01.010 --> 00:17:03.290 It doesn't matter what path we go on 00:17:03.290 --> 00:17:06.114 as long as our starting and ending points are the same. 00:17:06.114 --> 00:17:07.450 Hopefully, you found that useful. 00:17:07.450 --> 00:17:08.720 I will do some examples with that. 00:17:08.720 --> 00:17:09.820 And actually in the next video, 00:17:09.820 --> 00:17:12.670 I'll prove another interesting outcome based on this one.
Geometric distribution mean and standard deviation
https://www.youtube.com/watch?v=XKCeLA4UsXw
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WEBVTT Kind: captions Language: en 00:00:00.350 --> 00:00:02.230 - [Instructor] So let's say we're going to play a game 00:00:02.230 --> 00:00:04.200 where on each person's turn, 00:00:04.200 --> 00:00:08.290 they're going to keep rolling this fair six sided die, 00:00:08.290 --> 00:00:11.430 until we get a one. 00:00:11.430 --> 00:00:14.630 And we just want to see how many rolls does it take. 00:00:14.630 --> 00:00:17.560 So let's say we define some random variable, 00:00:17.560 --> 00:00:18.610 let's call it X, 00:00:18.610 --> 00:00:23.610 and let's call it the number of rolls until we get a one. 00:00:29.630 --> 00:00:34.630 So what's the probability that X is equal to one. 00:00:35.440 --> 00:00:37.880 Pause this video and think about it. 00:00:37.880 --> 00:00:40.720 All right, the probability that X is equal to one means 00:00:40.720 --> 00:00:43.530 that it only takes us one roll to get a one. 00:00:43.530 --> 00:00:47.370 Well, that's going to be a one sixth probability. 00:00:47.370 --> 00:00:52.370 Well, what's the probability that X is equal to two? 00:00:52.800 --> 00:00:54.690 Well, that means that we on the first roll, 00:00:54.690 --> 00:00:56.570 we get something other than a one. 00:00:56.570 --> 00:00:59.430 So that is going to be five sixths, 00:00:59.430 --> 00:01:02.190 and then on the second roll, we get a one. 00:01:02.190 --> 00:01:06.620 So that has a one sixth probability. 00:01:06.620 --> 00:01:07.660 And we could keep going. 00:01:07.660 --> 00:01:11.580 What's the probability that X is equal to three? 00:01:11.580 --> 00:01:14.040 Pause the video and think about that. 00:01:14.040 --> 00:01:16.300 Well, that means we miss on the first two. 00:01:16.300 --> 00:01:18.180 So we have a five sixth chance of getting something 00:01:18.180 --> 00:01:20.550 other than a one on the first two rolls. 00:01:20.550 --> 00:01:23.830 So we could say that's five sixth times five six, 00:01:23.830 --> 00:01:25.820 so we could write five sixth squared. 00:01:25.820 --> 00:01:27.710 And then on the third roll 00:01:27.710 --> 00:01:30.360 we have the one in six chance of getting the one. 00:01:30.360 --> 00:01:32.290 So times one sixth. 00:01:32.290 --> 00:01:34.170 And I think you see a pattern here, 00:01:34.170 --> 00:01:36.020 and you might recognize what type 00:01:36.020 --> 00:01:37.880 of random variable this is. 00:01:37.880 --> 00:01:41.050 This is a geometric variable. 00:01:41.050 --> 00:01:42.420 Now how do we know that? 00:01:42.420 --> 00:01:44.780 Well each trial or each roll 00:01:44.780 --> 00:01:46.980 is either a success or a failure. 00:01:46.980 --> 00:01:50.220 Every time we roll, we either get a one or we don't. 00:01:50.220 --> 00:01:51.660 We have the same probability 00:01:51.660 --> 00:01:54.430 of success of rolling a one each trial. 00:01:54.430 --> 00:01:56.840 These are independent trials. 00:01:56.840 --> 00:01:59.250 And that there's no set number of trials. 00:01:59.250 --> 00:02:01.070 It could take us an arbitrary number 00:02:01.070 --> 00:02:02.820 of trials to get the first success. 00:02:02.820 --> 00:02:04.870 So that's what tells us that we're dealing 00:02:04.870 --> 00:02:07.210 with the geometric random variable. 00:02:07.210 --> 00:02:11.645 Now one question is, is what is going to be the mean 00:02:11.645 --> 00:02:14.660 of this geometric random variable? 00:02:14.660 --> 00:02:16.240 Well, we prove it in another video where we talk 00:02:16.240 --> 00:02:18.960 about the expected value of a geometric random variable. 00:02:18.960 --> 00:02:20.660 We're really talking about the mean 00:02:20.660 --> 00:02:22.720 of a geometric random variable. 00:02:22.720 --> 00:02:24.170 And it is a little bit intuitive. 00:02:24.170 --> 00:02:26.040 If you were to just guess, what is the mean 00:02:26.040 --> 00:02:27.930 of a geometric random variable where the chance 00:02:27.930 --> 00:02:30.000 of success on each roll is one sixth. 00:02:30.000 --> 00:02:31.530 You might say, well, maybe on average 00:02:31.530 --> 00:02:34.560 it takes you about six tries, and you would be correct. 00:02:34.560 --> 00:02:36.630 The mean of a geometric random variable 00:02:36.630 --> 00:02:41.340 is one over the probability of success on each trial. 00:02:41.340 --> 00:02:44.639 So in this situation the mean is going 00:02:44.639 --> 00:02:48.980 to be one over this probability of success in each trial 00:02:48.980 --> 00:02:50.639 is one over six. 00:02:50.639 --> 00:02:52.660 So it's equal to six. 00:02:52.660 --> 00:02:54.930 So one way to think about it is on average, 00:02:54.930 --> 00:02:58.460 you would have six trials until you get a one. 00:02:58.460 --> 00:03:02.510 Now another question is what's a measure of the spread 00:03:02.510 --> 00:03:04.040 of a geometric random variable? 00:03:04.040 --> 00:03:06.000 And we don't prove this in another video, 00:03:06.000 --> 00:03:07.430 maybe I'll do it eventually. 00:03:07.430 --> 00:03:09.778 That the standard deviation 00:03:09.778 --> 00:03:13.890 of a geometric random variable is the mean times 00:03:13.890 --> 00:03:17.490 the square root of one minus P, or you could just write this 00:03:17.490 --> 00:03:22.330 as a square root of one minus P over P. 00:03:22.330 --> 00:03:24.700 Now in this situation, what would this be? 00:03:24.700 --> 00:03:28.027 Well, the standard deviation of this random variable, 00:03:28.027 --> 00:03:30.070 it's a geometric random variable. 00:03:30.070 --> 00:03:35.070 It's going to be the square root of one minus one sixth, 00:03:35.610 --> 00:03:38.440 all of that over one sixth. 00:03:38.440 --> 00:03:41.260 So this is going to be equal to the square root 00:03:41.260 --> 00:03:44.760 of five sixth over one sixth, 00:03:44.760 --> 00:03:49.550 which is equal to six times the square root of five sixth. 00:03:49.550 --> 00:03:51.960 And this is going to be approximately equal 00:03:51.960 --> 00:03:56.250 to five divided by six is equal to that. 00:03:56.250 --> 00:03:57.910 We'll take the square root of that. 00:03:57.910 --> 00:04:02.540 And then multiply that times six, gets us to about 5.5. 00:04:03.950 --> 00:04:07.690 So approximately equal to 5.5. 00:04:07.690 --> 00:04:10.050 And what's interesting about a geometric random variable, 00:04:10.050 --> 00:04:12.890 obviously the lowest value here in this case is one, 00:04:12.890 --> 00:04:15.320 two, three, can go higher, higher, but you can go arbitrary. 00:04:15.320 --> 00:04:17.140 You could get really unlucky and it might take you 00:04:17.140 --> 00:04:19.550 a thousand rolls in order to get that one. 00:04:19.550 --> 00:04:20.760 It could take you a million rolls, 00:04:20.760 --> 00:04:23.580 very low probability, but it could take you a million rolls 00:04:23.580 --> 00:04:24.860 in order to get that one. 00:04:24.860 --> 00:04:27.150 And so another thing to realize 00:04:27.150 --> 00:04:30.230 about a geometric random variables distribution, 00:04:30.230 --> 00:04:35.100 it tends to look something like this 00:04:35.100 --> 00:04:38.670 where the mean might be over here. 00:04:38.670 --> 00:04:40.410 And so you have a very long tail 00:04:40.410 --> 00:04:41.660 to the right of your mean, 00:04:41.660 --> 00:04:44.124 and this is classic right skew. 00:04:44.124 --> 00:04:47.662 And so all geometric random variables distributions 00:04:47.662 --> 00:04:49.250 are right skewed. 00:04:49.250 --> 00:04:51.030 They have a long tail of values, 00:04:51.030 --> 00:04:52.950 an infinitely long tail of values they can take 00:04:52.950 --> 00:04:54.390 to the right. 00:04:54.390 --> 00:04:55.310 Now one last question, 00:04:55.310 --> 00:04:56.890 instead of dealing with a six sided die, 00:04:56.890 --> 00:04:58.880 what would be the situation if we were dealing 00:04:58.880 --> 00:05:01.440 with a 12 sided die? 00:05:01.440 --> 00:05:04.080 What would then be the mean of our random variable? 00:05:04.080 --> 00:05:06.300 And what would be the standard deviation 00:05:06.300 --> 00:05:07.140 of our random variable? 00:05:07.140 --> 00:05:09.700 Pause this video and think about that. 00:05:09.700 --> 00:05:12.760 Well, the mean would be one over one 12th, 00:05:12.760 --> 00:05:15.190 because you have a probability of one 12th every time 00:05:15.190 --> 00:05:16.023 of getting it one. 00:05:16.023 --> 00:05:17.250 We're assuming we're playing the same game 00:05:17.250 --> 00:05:18.770 now with the 12 sided die. 00:05:18.770 --> 00:05:21.360 So one over one 12th would be 12. 00:05:21.360 --> 00:05:26.360 So on average it would take 12 rolls to get that first one. 00:05:26.520 --> 00:05:28.170 And then our standard deviation 00:05:28.170 --> 00:05:32.060 is going to be essentially this times the square root 00:05:32.060 --> 00:05:34.130 of one minus one 12th. 00:05:34.130 --> 00:05:34.963 Or let me write it this way. 00:05:34.963 --> 00:05:39.271 It's one minus one 12th, over one over 12, 00:05:39.271 --> 00:05:42.500 which is the same thing as 12 times the square root 00:05:42.500 --> 00:05:44.182 of 11 12ths. 00:05:44.182 --> 00:05:48.300 11 divided by 12 is equal to, 00:05:48.300 --> 00:05:52.670 take the square root and then multiply that times 12. 00:05:52.670 --> 00:05:55.612 And you get about 11.5. 00:05:55.612 --> 00:05:58.700 11.5. 00:05:58.700 --> 00:06:00.520 And so you can see with a 12 sided die, 00:06:00.520 --> 00:06:02.137 it has the same pattern, 00:06:02.137 --> 00:06:05.140 where you have your mean of your random variable, 00:06:05.140 --> 00:06:06.862 and then you have a standard deviation 00:06:06.862 --> 00:06:11.180 that goes a reasonable bit on either side of the mean, 00:06:11.180 --> 00:06:14.170 it's almost equal to the mean in actually 00:06:14.170 --> 00:06:15.260 in both situations. 00:06:15.260 --> 00:06:17.090 It's a little bit lower than the mean. 00:06:17.090 --> 00:06:18.840 But then there's many, many, many values 00:06:18.840 --> 00:06:21.020 that go far to the right of your mean. 00:06:21.020 --> 00:06:23.090 And so you have this classical right skew 00:06:23.090 --> 00:06:25.083 for a geometric random variable.
Worked example: Calculating the maximum wavelength capable of ionization
https://www.youtube.com/watch?v=BR7Svm1s8fs
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WEBVTT Kind: captions Language: en 00:00:00.910 --> 00:00:03.630 - [Instructor] We're told that the first ionization energy 00:00:03.630 --> 00:00:08.630 of silver is 7.31 times 10 to the fifth joules per mole. 00:00:08.870 --> 00:00:11.690 What is the longest wavelength of light 00:00:11.690 --> 00:00:15.070 that is capable of ionizing an atom of silver 00:00:15.070 --> 00:00:17.040 in the gas phase? 00:00:17.040 --> 00:00:19.360 All right, now before I even ask you to pause 00:00:19.360 --> 00:00:20.980 and try to do this on your own, 00:00:20.980 --> 00:00:23.390 let's just remind ourselves or try to understand 00:00:23.390 --> 00:00:26.430 what first ionization energy even is. 00:00:26.430 --> 00:00:29.760 This is the energy required to get the highest energy 00:00:29.760 --> 00:00:33.800 or outermost electron to escape from the atom. 00:00:33.800 --> 00:00:36.310 So it's not just going to go to a higher energy level. 00:00:36.310 --> 00:00:38.010 It's just going to completely escape. 00:00:38.010 --> 00:00:40.640 You could view it as the infinite energy level. 00:00:40.640 --> 00:00:41.710 And the reason why we're talking 00:00:41.710 --> 00:00:44.310 about the longest wavelength of light is, remember, 00:00:44.310 --> 00:00:47.870 the longer the wavelength, the lower the frequency, 00:00:47.870 --> 00:00:50.160 and the lower the energy. 00:00:50.160 --> 00:00:53.160 So this is saying really what's the minimum frequency 00:00:53.160 --> 00:00:55.150 or the minimum energy that's associated 00:00:55.150 --> 00:00:57.090 with the longest wavelength of light 00:00:57.090 --> 00:01:01.070 for an atom of silver? 00:01:01.070 --> 00:01:03.280 So a couple things to pay attention to. 00:01:03.280 --> 00:01:05.450 They're giving us the first ionization energy 00:01:05.450 --> 00:01:07.890 in terms of moles, not per atom. 00:01:07.890 --> 00:01:10.600 And then we just have to remind ourselves all 00:01:10.600 --> 00:01:13.240 of our different ways of connecting wavelength, 00:01:13.240 --> 00:01:15.260 frequency, and energy. 00:01:15.260 --> 00:01:18.090 Now, given all of this, I encourage you to pause this video 00:01:18.090 --> 00:01:19.680 and see if you can figure this out. 00:01:19.680 --> 00:01:21.650 What is the longest wavelength of light 00:01:21.650 --> 00:01:25.430 that is capable of ionizing an atom of silver 00:01:25.430 --> 00:01:27.430 in the gas phase? 00:01:27.430 --> 00:01:29.190 All right, now let's work through this together. 00:01:29.190 --> 00:01:30.990 So the first thing to do is try 00:01:30.990 --> 00:01:34.750 to figure out the first ionization energy per atom. 00:01:34.750 --> 00:01:36.440 And so maybe I'll write it like this. 00:01:36.440 --> 00:01:38.720 So the energy per atom, 00:01:38.720 --> 00:01:42.420 the first ionization energy per atom is going 00:01:42.420 --> 00:01:44.860 to be equal to the ionization energy, 00:01:44.860 --> 00:01:49.860 7.31 times 10 to the fifth joules per mole 00:01:50.910 --> 00:01:53.610 times what if we wanna figure out per atom? 00:01:53.610 --> 00:01:54.900 This is per mole. 00:01:54.900 --> 00:01:58.070 Well, how many moles are there per atom? 00:01:58.070 --> 00:02:01.750 Well, we know that they're this number of atoms per mole, 00:02:01.750 --> 00:02:03.620 so if we wanna know moles per atom, 00:02:03.620 --> 00:02:06.530 it's going to be one mole 00:02:07.900 --> 00:02:12.710 for every 6.022 times 10 00:02:12.710 --> 00:02:14.610 to the 23rd atoms. 00:02:14.610 --> 00:02:15.670 I could write atoms here, 00:02:15.670 --> 00:02:17.850 and then that would give us joules per atom, 00:02:17.850 --> 00:02:19.640 but we're just gonna get the answer in terms of joules 00:02:19.640 --> 00:02:21.690 'cause the moles are going to cancel out. 00:02:21.690 --> 00:02:25.160 And so this is going to give us approximately... 00:02:25.160 --> 00:02:27.963 Let's see, we have three significant figures here. 00:02:32.310 --> 00:02:37.310 7.31 times 10 to the fifth 00:02:37.460 --> 00:02:42.460 divided by 6.022 times 10 00:02:42.820 --> 00:02:46.920 to the 23rd power is equal to, 00:02:46.920 --> 00:02:48.850 and we have three significant figure here, 00:02:48.850 --> 00:02:52.390 so 1.21, approximately equal to 1.21 00:02:52.390 --> 00:02:54.723 times 10 to the -18. 00:02:55.570 --> 00:02:59.543 1.21 times 10 to the -18, 00:03:00.920 --> 00:03:02.820 and the units here are joules. 00:03:02.820 --> 00:03:05.030 This is joules per atom. 00:03:05.030 --> 00:03:07.910 So now how do we figure out wavelength? 00:03:07.910 --> 00:03:09.710 Well, as I alluded to, 00:03:09.710 --> 00:03:13.150 we might wanna use these equations here. 00:03:13.150 --> 00:03:15.360 We know that the speed of light is equal 00:03:15.360 --> 00:03:17.830 to the wavelength of that light 00:03:17.830 --> 00:03:19.480 times the frequency of the light. 00:03:19.480 --> 00:03:21.590 This is the lowercase Greek letter nu. 00:03:21.590 --> 00:03:23.840 This is not a V right over here. 00:03:23.840 --> 00:03:26.430 So if we wanna solve for wavelength, 00:03:26.430 --> 00:03:28.500 we just divide both sides by frequency. 00:03:28.500 --> 00:03:30.060 And so you get the wavelength is equal 00:03:30.060 --> 00:03:33.140 to the speed of light divided by frequency. 00:03:33.140 --> 00:03:35.680 But how do you figure out frequency from energy? 00:03:35.680 --> 00:03:38.220 Well, that's what this top equation gives us. 00:03:38.220 --> 00:03:41.600 Energy is equal to Planck's constant times frequency. 00:03:41.600 --> 00:03:43.230 So if you wanna solve for frequency, 00:03:43.230 --> 00:03:45.310 divide both sides by Planck's constant. 00:03:45.310 --> 00:03:49.180 So that top equation can be rewritten as frequency, 00:03:49.180 --> 00:03:50.060 I'll write it here, 00:03:50.060 --> 00:03:54.610 frequency is equal to energy divided by Planck's constant. 00:03:54.610 --> 00:03:58.810 And so we could take this and substitute it over here, 00:03:58.810 --> 00:04:01.660 and we would get that our wavelength is equal 00:04:01.660 --> 00:04:06.090 to the speed of light divided by energy 00:04:06.090 --> 00:04:08.360 divided by Planck's constant, 00:04:08.360 --> 00:04:10.950 or we can just rewrite this as being equal 00:04:10.950 --> 00:04:14.050 to the speed of light times Planck's constant 00:04:15.350 --> 00:04:17.180 divided by, 00:04:17.180 --> 00:04:21.050 try to keep the colors consistent, divided by energy. 00:04:21.050 --> 00:04:23.710 Well, we know what the speed of light is. 00:04:23.710 --> 00:04:27.590 It is 2.998, 00:04:27.590 --> 00:04:29.780 or it's approximately 2.998, 00:04:29.780 --> 00:04:33.730 times 10 to the eighth meters per second. 00:04:33.730 --> 00:04:36.940 We're gonna multiply that time Planck's constant, 00:04:36.940 --> 00:04:41.290 which is 6.626 times 10 00:04:41.290 --> 00:04:45.740 to the -34th joule seconds. 00:04:45.740 --> 00:04:47.840 And then we're going to divide that 00:04:47.840 --> 00:04:51.770 by the first ionization energy per atom, 00:04:51.770 --> 00:04:53.400 which we figured out right over here. 00:04:53.400 --> 00:04:57.510 So we're gonna divide that, this E right over here. 00:04:57.510 --> 00:04:59.730 This is going to be, we figured it out, 00:04:59.730 --> 00:05:04.730 1.21 times 10 to the -18 joules. 00:05:05.220 --> 00:05:07.380 Now let's make sure all the units work out. 00:05:07.380 --> 00:05:10.600 So this seconds is going to cancel out with this seconds. 00:05:10.600 --> 00:05:12.880 This joules is gonna cancel out with this joules. 00:05:12.880 --> 00:05:14.060 And we're just gonna be left with meters, 00:05:14.060 --> 00:05:15.030 which makes sense. 00:05:15.030 --> 00:05:17.650 The wavelength can be measured in meters. 00:05:17.650 --> 00:05:19.940 And so let's just get our calculator out 00:05:19.940 --> 00:05:23.610 and calculate out what this is going to be. 00:05:23.610 --> 00:05:26.420 2.998 times 10 to the eighth 00:05:29.224 --> 00:05:30.823 times 6.626 00:05:33.150 --> 00:05:37.820 times 10 to the -34. 00:05:37.820 --> 00:05:39.580 And then I'm gonna divide that 00:05:39.580 --> 00:05:41.570 by 1.21 times 10 00:05:45.030 --> 00:05:45.947 to the -18. 00:05:47.120 --> 00:05:49.370 I think we deserve a little bit of a drum roll. 00:05:49.370 --> 00:05:51.910 That gets us that. 00:05:51.910 --> 00:05:52.860 And let's see. 00:05:52.860 --> 00:05:56.490 If we have three significant figures is our smallest amount 00:05:56.490 --> 00:05:57.660 in this calculation, 00:05:57.660 --> 00:06:00.590 so we're gonna go to these three right over here. 00:06:00.590 --> 00:06:03.350 And so this is going to be 1.64 times 10 00:06:03.350 --> 00:06:06.790 to the negative one, two, three, four, 00:06:06.790 --> 00:06:09.640 five, six, seven. 00:06:09.640 --> 00:06:12.150 So this is going to be approximately equal 00:06:12.150 --> 00:06:15.540 to 1.64 times 10 00:06:15.540 --> 00:06:17.960 to the -7 meters. 00:06:17.960 --> 00:06:18.793 And we're done.
Column chromatography
https://www.youtube.com/watch?v=UHF1HXdkrZQ
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https://www.youtube.com/api/timedtext?v=UHF1HXdkrZQ&ei=8VWUZcKaKt_DmLAPgtmAmAU&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245345&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=4AA29E6DDD9EB68675BA81C93C43132D1C92AE05.54AC0923DF2E40AD043760BD79D8586AD10C1DC9&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.750 --> 00:00:01.900 - In our previous video 00:00:01.900 --> 00:00:05.200 we talked about Thin Layer Chromatography 00:00:05.200 --> 00:00:07.090 and it was this technique used 00:00:07.090 --> 00:00:08.299 to figure out how many things 00:00:08.299 --> 00:00:10.210 you have in a sample 00:00:10.210 --> 00:00:12.950 or maybe say the relative properties 00:00:12.950 --> 00:00:14.650 say the relative polarity 00:00:14.650 --> 00:00:16.360 of the things that you have in the sample 00:00:16.360 --> 00:00:17.500 and so what you do is 00:00:17.500 --> 00:00:19.481 you put a sample 00:00:19.481 --> 00:00:21.960 on typically a silica gel, 00:00:21.960 --> 00:00:23.960 which is the stationary phase 00:00:23.960 --> 00:00:28.290 and then you put a mobile phase down here, 00:00:28.290 --> 00:00:31.080 which in this case might be less polar 00:00:31.080 --> 00:00:32.540 and then it's going to move 00:00:32.540 --> 00:00:35.870 its way up the silica gel 00:00:35.870 --> 00:00:38.260 and as it does, you can imagine, 00:00:38.260 --> 00:00:40.600 it's going to interact with your original sample 00:00:40.600 --> 00:00:42.450 and so parts of the original sample 00:00:42.450 --> 00:00:46.230 are going to move up with your mobile phase 00:00:46.230 --> 00:00:47.460 and different parts 00:00:47.460 --> 00:00:48.510 are going to be attracted 00:00:48.510 --> 00:00:49.840 to that mobile phase 00:00:49.840 --> 00:00:52.280 and not attracted to the silica gel 00:00:52.280 --> 00:00:54.320 to different degrees, you can imagine. 00:00:54.320 --> 00:00:56.240 If there's a part of your original sample 00:00:56.240 --> 00:00:59.050 that is more polar 00:00:59.050 --> 00:01:00.550 then it's going to be harder to move 00:01:00.550 --> 00:01:01.670 cause it's going to be attracted 00:01:01.670 --> 00:01:02.920 to the stationary phase 00:01:02.920 --> 00:01:05.090 and less attracted to the mobile phase 00:01:05.090 --> 00:01:06.670 and so it's going to move less. 00:01:06.670 --> 00:01:07.503 So this might be 00:01:07.503 --> 00:01:09.490 the more polar part of your sample 00:01:10.400 --> 00:01:12.470 as it moves from its original location 00:01:12.470 --> 00:01:14.022 and the part that's less polar, 00:01:14.022 --> 00:01:15.270 well it's not going to be 00:01:15.270 --> 00:01:17.690 as attracted to the stationary phase 00:01:17.690 --> 00:01:21.100 and so it's going to be more dissolvable 00:01:21.100 --> 00:01:23.490 in the less polar mobile phase 00:01:23.490 --> 00:01:25.700 and so it will go further. 00:01:25.700 --> 00:01:28.230 So this will be the less polar part 00:01:28.230 --> 00:01:30.650 of your original sample 00:01:30.650 --> 00:01:32.022 and so you can see that separation 00:01:32.022 --> 00:01:33.890 and you could come up with other insights 00:01:33.890 --> 00:01:34.723 that we talk about that 00:01:34.723 --> 00:01:36.320 in that other video. 00:01:36.320 --> 00:01:37.153 In this video, 00:01:37.153 --> 00:01:38.100 I'm gonna introduce you to 00:01:38.100 --> 00:01:41.190 a very very very similar idea 00:01:41.190 --> 00:01:42.310 it's just things are moving 00:01:42.310 --> 00:01:43.530 in a different direction 00:01:43.530 --> 00:01:47.530 and that is the notion of Column Chromatography. 00:01:47.530 --> 00:01:49.820 What you do in Column Chromatography, 00:01:49.820 --> 00:01:51.500 just like Thin Layer Chromatography 00:01:51.500 --> 00:01:53.650 is let's say you have some type of vile, 00:01:53.650 --> 00:01:54.690 some type of a column, 00:01:54.690 --> 00:01:55.680 I guess I could say 00:01:57.855 --> 00:01:58.688 you'll typically see it 00:01:58.688 --> 00:02:00.030 with a little tap drawn down here 00:02:00.030 --> 00:02:00.950 because you might wanna see 00:02:00.950 --> 00:02:02.910 what comes out through the bottom 00:02:02.910 --> 00:02:04.000 but what you do is you fill it 00:02:04.000 --> 00:02:05.040 with the stationary phase 00:02:05.040 --> 00:02:07.890 which once again is oftentimes silica gel. 00:02:07.890 --> 00:02:10.540 So this is stationary phase 00:02:10.540 --> 00:02:13.300 stationary phase 00:02:13.300 --> 00:02:16.140 and if it's silica gel in this case, 00:02:16.140 --> 00:02:18.280 silica gel 00:02:18.280 --> 00:02:19.420 it doesn't have to be silica gel 00:02:19.420 --> 00:02:20.520 but that's pretty common. 00:02:20.520 --> 00:02:22.630 This is going to be very polar 00:02:22.630 --> 00:02:26.150 so let me write this, very polar 00:02:26.150 --> 00:02:28.470 and then you put some of your sample 00:02:28.470 --> 00:02:29.890 at the top here. 00:02:29.890 --> 00:02:31.800 So that's your original sample 00:02:31.800 --> 00:02:32.910 you put it at the top 00:02:32.910 --> 00:02:35.380 and then you have some mobile phase, 00:02:35.380 --> 00:02:39.330 the solvent that you're going to put 00:02:39.330 --> 00:02:40.680 on top of that. 00:02:40.680 --> 00:02:42.210 So you're gonna do something like that 00:02:42.210 --> 00:02:44.740 and what do you think is going to happen? 00:02:44.740 --> 00:02:45.930 Well, your mobile phase 00:02:45.930 --> 00:02:48.530 is going to start moving its way down 00:02:48.530 --> 00:02:49.940 through your stationary phase 00:02:49.940 --> 00:02:52.460 and it's going to interact with your sample. 00:02:52.460 --> 00:02:53.440 Now what's going to happen 00:02:53.440 --> 00:02:56.330 to the more polar components of your sample? 00:02:56.330 --> 00:02:59.450 Well, the more polar components of your sample 00:02:59.450 --> 00:03:00.930 are going to be more attracted 00:03:00.930 --> 00:03:02.140 to the stationary phase, 00:03:02.140 --> 00:03:04.670 less attracted to the mobile phase 00:03:04.670 --> 00:03:06.100 so they're gonna move less. 00:03:06.100 --> 00:03:07.989 So the more polar parts of your sample 00:03:07.989 --> 00:03:10.273 might only go, maybe that far 00:03:10.273 --> 00:03:12.544 while the less polar parts of your sample, 00:03:12.544 --> 00:03:13.377 they'll move, 00:03:13.377 --> 00:03:14.472 there'll be less attracted 00:03:14.472 --> 00:03:16.810 to your stationary phase 00:03:16.810 --> 00:03:19.780 and they'll move with your mobile phase more 00:03:19.780 --> 00:03:20.988 and so you might have 00:03:20.988 --> 00:03:23.806 they might move down, 00:03:23.806 --> 00:03:25.222 down over there 00:03:25.222 --> 00:03:27.510 and so the big takeaway, 00:03:27.510 --> 00:03:28.720 the difference between the two 00:03:28.720 --> 00:03:30.560 is just the direction you're moving in. 00:03:30.560 --> 00:03:31.930 In Thin Layer Chromatography 00:03:31.930 --> 00:03:34.023 your more polar thing is the lower dot 00:03:34.023 --> 00:03:36.070 while in Column Chromatography, 00:03:36.070 --> 00:03:37.430 your more polar thing 00:03:37.430 --> 00:03:40.010 is the upper layer right over here, 00:03:40.010 --> 00:03:41.240 this purple area right over here 00:03:41.240 --> 00:03:43.390 and of course, all of that depends on 00:03:45.264 --> 00:03:47.230 the polarity of your stationary phase 00:03:47.230 --> 00:03:49.570 and the relative polarity of your mobile phase 00:03:49.570 --> 00:03:52.160 but what I just showed you is a typical situation. 00:03:52.160 --> 00:03:53.990 So keep in mind whether you're looking 00:03:53.990 --> 00:03:55.480 at Thin Layer Chromatography 00:03:55.480 --> 00:03:57.040 or Column Chromatography 00:03:57.040 --> 00:03:59.553 which to pay attention to the direction.
7 Tips for Motivating Middle School and High School Kids During Distance Learning
https://www.youtube.com/watch?v=JLh0_ZvPVJo
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https://www.youtube.com/api/timedtext?v=JLh0_ZvPVJo&ei=8VWUZe3aL5Kvp-oP_66TEA&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245345&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=C14F11376D5340B3ED42589CBF82668FB08871CD.31258196BAB3A04C2BF1A4BCA3CC3FD6D909CD21&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:05.060 --> 00:00:07.310 Hi everyone, thank you for joining us today 00:00:07.310 --> 00:00:10.540 on our webinar on Seven Tips for Motivating Middle School 00:00:10.540 --> 00:00:13.090 and High School Kids During Distance Learning. 00:00:13.090 --> 00:00:15.610 My name is Dan Tu and I'll be kicking us off today, 00:00:15.610 --> 00:00:17.990 as well as moderating our Q and A portion 00:00:17.990 --> 00:00:19.410 of today's segment. 00:00:19.410 --> 00:00:21.180 Before we get started, there's a couple of announcements 00:00:21.180 --> 00:00:22.280 I'd like to make. 00:00:22.280 --> 00:00:24.420 First of all, this webinar is being recorded 00:00:24.420 --> 00:00:27.730 and you will automatically be emailed a copy of it 00:00:27.730 --> 00:00:29.480 as well, we'll be posting this online 00:00:29.480 --> 00:00:31.760 and available for your review at your convenience. 00:00:31.760 --> 00:00:33.640 So don't worry if you miss anything 00:00:33.640 --> 00:00:35.760 or if you wanna go back and watch something. 00:00:35.760 --> 00:00:37.510 Secondly, we're really excited to announce 00:00:37.510 --> 00:00:40.420 for the first time that we're making this webinar available 00:00:40.420 --> 00:00:42.230 in Spanish captioning. 00:00:42.230 --> 00:00:46.620 So if you want, you can go to this Bitly URL 00:00:46.620 --> 00:00:50.080 that's also being entered in our chat box right now. 00:00:50.080 --> 00:00:51.510 So you can click to that. 00:00:51.510 --> 00:00:52.343 And the way you'll see it 00:00:52.343 --> 00:00:54.120 is just don't close out of this webinar, 00:00:54.120 --> 00:00:56.230 you'll still be watching this webinar. 00:00:56.230 --> 00:00:58.580 And that link will take you to a captioning site 00:00:58.580 --> 00:01:00.840 where you'll see the translations as we speak, 00:01:00.840 --> 00:01:03.940 or as close to possible as we speak. 00:01:03.940 --> 00:01:06.660 And we'd also like to thank several organizations 00:01:06.660 --> 00:01:09.280 who've really helped us with philanthropic support 00:01:09.280 --> 00:01:11.120 which has enabled us to bring new programming 00:01:11.120 --> 00:01:12.400 like today's session. 00:01:12.400 --> 00:01:15.350 So we wanna give a special thanks to AT and T, 00:01:15.350 --> 00:01:20.350 Bank of America, Google.org, Fastly and Novartis. 00:01:20.850 --> 00:01:22.690 With that, I'd like to introduce you all 00:01:22.690 --> 00:01:25.650 to Kristen DiCerbo, who'll be walking through the tips 00:01:25.650 --> 00:01:27.470 and answering your live questions. 00:01:27.470 --> 00:01:30.320 Kristen's our amazing Chief Learning Officer. 00:01:30.320 --> 00:01:32.530 She's also an expert in learning science, 00:01:32.530 --> 00:01:34.540 and she's gonna be sharing all of her expertise 00:01:34.540 --> 00:01:35.750 with you today. 00:01:35.750 --> 00:01:37.603 So with that, take it away Kristen. 00:01:40.480 --> 00:01:41.340 - Great, thanks Dan. 00:01:41.340 --> 00:01:44.100 And welcome too all of you. 00:01:44.100 --> 00:01:45.970 Thanks so much for joining. 00:01:45.970 --> 00:01:50.970 I know that raising teenagers is difficult. 00:01:52.800 --> 00:01:56.150 So one of the big jobs of a teenager 00:01:56.150 --> 00:02:00.640 is to differentiate themselves from their parents 00:02:00.640 --> 00:02:05.640 and to think about who they are outside of their family. 00:02:05.680 --> 00:02:08.640 And that means that sometimes it's really hard 00:02:08.640 --> 00:02:10.260 to know what's going on with them 00:02:10.260 --> 00:02:12.140 and they're trying on new identities 00:02:12.140 --> 00:02:14.030 and they're trying new things. 00:02:14.030 --> 00:02:17.750 So I'm not gonna tell you that I have all the answers today. 00:02:17.750 --> 00:02:21.530 Sorry, but hopefully I can provide some strategies 00:02:21.530 --> 00:02:23.280 that maybe you haven't thought of before, 00:02:23.280 --> 00:02:28.280 other things to try, things you might give a chance to. 00:02:28.680 --> 00:02:30.500 There's nothing that's gonna work for everyone. 00:02:30.500 --> 00:02:33.050 There's nothing that's gonna work for every kid, 00:02:33.050 --> 00:02:35.420 but there's some things we can all think about trying, 00:02:35.420 --> 00:02:40.130 sharing to make things a little bit easier for ourselves. 00:02:40.130 --> 00:02:42.900 So with that disclaimer, I'll start off. 00:02:42.900 --> 00:02:47.540 I'm gonna go through the tips that are based on research 00:02:47.540 --> 00:02:50.350 and what we know, and then let it go. 00:02:50.350 --> 00:02:52.130 And Dan will ask some of the questions 00:02:52.130 --> 00:02:54.790 that you guys are putting into the questions piece 00:02:54.790 --> 00:02:59.020 on the webinar, and we'll have some time for Q and A. 00:02:59.020 --> 00:03:02.630 So with that, when you take all of the research 00:03:02.630 --> 00:03:05.590 about motivation and think about, okay, 00:03:05.590 --> 00:03:07.560 what is the big thing? 00:03:07.560 --> 00:03:09.190 What are the big takeaways? 00:03:09.190 --> 00:03:11.570 It turns out that it's pretty simple. 00:03:11.570 --> 00:03:14.280 We're all motivated to do things. 00:03:14.280 --> 00:03:17.800 When one, we expect to be successful at them 00:03:17.800 --> 00:03:20.650 and two, we value the activity. 00:03:20.650 --> 00:03:22.640 So this probably makes sense. 00:03:22.640 --> 00:03:25.010 Who wants to do things when they think they're gonna fail 00:03:25.010 --> 00:03:27.860 at them or not be successful? 00:03:27.860 --> 00:03:30.240 And second we wanna do things that matter, 00:03:30.240 --> 00:03:32.040 that are important to us. 00:03:32.040 --> 00:03:34.670 Now, one of the tricks with teenagers, 00:03:34.670 --> 00:03:37.940 is that the things they value are changing 00:03:37.940 --> 00:03:40.090 and sometimes they're not communicating 00:03:40.090 --> 00:03:42.340 the things that they value anymore. 00:03:42.340 --> 00:03:44.750 And so that can make it difficult 00:03:44.750 --> 00:03:49.020 to think about how do you help them increase 00:03:49.020 --> 00:03:52.230 their perceived value of an activity, 00:03:52.230 --> 00:03:53.570 because it's not always clear. 00:03:53.570 --> 00:03:54.740 So I'm gonna talk a little bit more 00:03:54.740 --> 00:03:59.420 about ways to use that lever of value and also ways 00:03:59.420 --> 00:04:01.750 that we can help our students 00:04:01.750 --> 00:04:03.870 feel like they're gonna be successful. 00:04:03.870 --> 00:04:06.540 So if we think about all of the rest of the tips 00:04:06.540 --> 00:04:09.640 that I'm gonna give, they're pretty much based on doing one 00:04:09.640 --> 00:04:11.740 or both of these things. 00:04:11.740 --> 00:04:13.540 So if you keep that in your mind, 00:04:13.540 --> 00:04:15.810 even if these particular tips aren't working, 00:04:15.810 --> 00:04:17.220 you might think of other ways 00:04:17.220 --> 00:04:19.600 that you can help students be successful 00:04:19.600 --> 00:04:22.550 or help them really see value in the activities 00:04:22.550 --> 00:04:24.600 that they're being asked to do in school. 00:04:25.580 --> 00:04:30.420 So one of the biggest things that hits on both value 00:04:30.420 --> 00:04:34.260 and the success is setting goals. 00:04:34.260 --> 00:04:35.870 And the reason it's related to success 00:04:35.870 --> 00:04:39.540 is because nothing makes you feel like you can be successful 00:04:39.540 --> 00:04:42.390 as having had some success in the past. 00:04:42.390 --> 00:04:45.200 So if you set some short-term goals 00:04:45.200 --> 00:04:48.230 and students are able to achieve those 00:04:48.230 --> 00:04:49.730 they start to gain momentum. 00:04:49.730 --> 00:04:52.460 They start to see themselves as learners. 00:04:52.460 --> 00:04:54.600 And that can be really important 00:04:54.600 --> 00:04:56.440 just in changing the mindset. 00:04:56.440 --> 00:05:01.230 So think about for teenagers, for kind of middle school 00:05:01.230 --> 00:05:03.950 and high school students, you don't wanna set a goal 00:05:03.950 --> 00:05:06.160 that's gonna take longer than a week. 00:05:06.160 --> 00:05:10.340 Because even at this age, more than a week is a long time 00:05:10.340 --> 00:05:12.550 to kind of be able to move through. 00:05:12.550 --> 00:05:15.280 So if you do wanna set like your goal for the month 00:05:15.280 --> 00:05:18.270 or for the semester, you're gonna wanna break that up 00:05:18.270 --> 00:05:20.470 into pieces so that it's something 00:05:20.470 --> 00:05:24.480 that there is a tangible achievement pretty quickly. 00:05:24.480 --> 00:05:26.170 So you start to get that feeling 00:05:26.170 --> 00:05:28.770 of success and build that momentum. 00:05:28.770 --> 00:05:32.350 And the other piece you wanna do is find ways to know 00:05:32.350 --> 00:05:34.400 if you're on track to meet that goal. 00:05:34.400 --> 00:05:36.020 So if you have a weekly goal, 00:05:36.020 --> 00:05:39.270 say, we're gonna try to read three chapters 00:05:39.270 --> 00:05:41.370 in this book by the end of the week, 00:05:41.370 --> 00:05:44.100 think about what does that break down to per day? 00:05:44.100 --> 00:05:46.610 Think about that's a way to monitor progress 00:05:46.610 --> 00:05:50.090 so that then they know, are they on track? 00:05:50.090 --> 00:05:53.020 Oh, I didn't quite read that many pages yesterday 00:05:53.020 --> 00:05:55.650 so I'm gonna read this many today. 00:05:55.650 --> 00:05:57.380 Or I'm gonna read a few extra today 00:05:57.380 --> 00:05:59.460 so I don't have to read as many tomorrow. 00:05:59.460 --> 00:06:02.090 Those kinds of conversations are important 00:06:02.090 --> 00:06:06.130 to help students build that muscle of being able to think 00:06:06.130 --> 00:06:07.660 about their own progress 00:06:07.660 --> 00:06:09.820 and whether they're on track or not. 00:06:09.820 --> 00:06:12.850 So we wanna keep, when we're thinking about setting goals, 00:06:12.850 --> 00:06:16.110 we don't wanna set too many, keep them a few, 00:06:16.110 --> 00:06:17.690 not more than three. 00:06:17.690 --> 00:06:22.060 So think about short goals, brief number of them 00:06:22.060 --> 00:06:23.790 and goals that you can really measure. 00:06:23.790 --> 00:06:26.270 So, you know when you've met them. 00:06:26.270 --> 00:06:29.810 Which leads us to the next piece, celebrate success. 00:06:29.810 --> 00:06:33.970 So when students do meet their goal, you wanna make sure 00:06:33.970 --> 00:06:37.287 that that's a big message that they're getting. 00:06:37.287 --> 00:06:39.730 "Hey, you were successful." 00:06:39.730 --> 00:06:41.400 So that can be a variety of things. 00:06:41.400 --> 00:06:43.820 It can be your tone of voice when you're talking about it. 00:06:43.820 --> 00:06:47.410 It can be high fives and hugs. 00:06:47.410 --> 00:06:50.980 It can be choosing what's for dinner. 00:06:50.980 --> 00:06:53.010 We're gonna talk more about tangible rewards 00:06:53.010 --> 00:06:54.290 a little bit later. 00:06:54.290 --> 00:06:57.310 But you're thinking about ways to celebrate 00:06:57.310 --> 00:06:59.480 when students do meet their goals 00:06:59.480 --> 00:07:02.190 and also take that as a time to reflect. 00:07:02.190 --> 00:07:05.210 So it's important when students are 00:07:05.210 --> 00:07:08.010 and when they're not successful to think about 00:07:08.010 --> 00:07:10.030 what were the things that helped them meet that goal? 00:07:10.030 --> 00:07:12.510 What did they do that helps them be successful? 00:07:12.510 --> 00:07:14.410 Or what were the obstacles that got in the way 00:07:14.410 --> 00:07:16.410 so that they weren't successful? 00:07:16.410 --> 00:07:18.480 And how can they think about 00:07:18.480 --> 00:07:20.750 what they might do differently next time 00:07:20.750 --> 00:07:22.900 or what they're gonna repeat next time 00:07:22.900 --> 00:07:24.640 to be able to have success? 00:07:24.640 --> 00:07:27.270 So that little bit of reflection can be really important 00:07:27.270 --> 00:07:30.140 for students to be able to get to that. 00:07:30.140 --> 00:07:32.980 And both with setting goals and reflecting, 00:07:32.980 --> 00:07:34.430 you wanna bring the students in. 00:07:34.430 --> 00:07:37.850 You don't wanna be as a parent setting the goal for them. 00:07:37.850 --> 00:07:40.730 You want to be working with them to set goals. 00:07:40.730 --> 00:07:43.120 And also when we're talking about school and learning, 00:07:43.120 --> 00:07:45.450 a good idea to connect with their teacher 00:07:45.450 --> 00:07:48.200 to look at what their goals that are already set out 00:07:48.200 --> 00:07:50.790 by their teachers are so you can make sure 00:07:50.790 --> 00:07:54.493 that that's all in lock step with where students need to be. 00:07:55.360 --> 00:07:57.800 So the other piece of reflection 00:07:57.800 --> 00:08:00.163 is thinking about what happens, 00:08:01.030 --> 00:08:03.320 what happened when they maybe ran into trouble 00:08:03.320 --> 00:08:05.110 or got stuck a little bit. 00:08:05.110 --> 00:08:07.450 And that relates to the third tip 00:08:07.450 --> 00:08:09.810 is helping to manage roadblocks. 00:08:09.810 --> 00:08:12.920 So, sometimes particularly with distance learning, 00:08:12.920 --> 00:08:16.300 students will get to a place where they just don't know 00:08:16.300 --> 00:08:17.640 what to do next. 00:08:17.640 --> 00:08:22.110 So, they're stuck and they don't know what to do. 00:08:22.110 --> 00:08:25.110 And then they get frustrated and it starts to get them 00:08:25.110 --> 00:08:27.660 to this kind of emotional spiral with it. 00:08:27.660 --> 00:08:29.680 You wanna think about managing roadblocks 00:08:29.680 --> 00:08:31.740 before they get to that point. 00:08:31.740 --> 00:08:34.370 So when you were talking about what are your goals 00:08:34.370 --> 00:08:37.140 for the week, that's the time to talk about, 00:08:37.140 --> 00:08:39.170 so what are you gonna do when you get stuck? 00:08:39.170 --> 00:08:41.453 And they might even have a little list of things 00:08:41.453 --> 00:08:42.704 that they can refer to. 00:08:42.704 --> 00:08:44.210 What to do when I get stuck. 00:08:44.210 --> 00:08:45.650 How do they get help from you 00:08:45.650 --> 00:08:49.600 if you are available when they're working on their work? 00:08:49.600 --> 00:08:51.660 I know lots of us are also working from home 00:08:51.660 --> 00:08:52.550 at the same time. 00:08:52.550 --> 00:08:54.780 So what are the indicators that you have 00:08:54.780 --> 00:08:56.550 when it's okay to ask you for help? 00:08:56.550 --> 00:08:59.240 And hey, when you're on a call and it's not okay 00:08:59.240 --> 00:09:00.073 to ask for help. 00:09:00.073 --> 00:09:03.070 Like being really specific about how to get help from you. 00:09:03.070 --> 00:09:05.600 How can they get help from their teacher? 00:09:05.600 --> 00:09:07.980 How can they find help online? 00:09:07.980 --> 00:09:10.260 How can they get help from their peers? 00:09:10.260 --> 00:09:12.480 So all of those things we should think about 00:09:12.480 --> 00:09:15.350 what are the strategies that they have when they get stuck. 00:09:15.350 --> 00:09:17.270 Maybe one of the strategies is to walk away 00:09:17.270 --> 00:09:18.840 for a little bit and come back. 00:09:18.840 --> 00:09:20.130 That's a good strategy 00:09:20.130 --> 00:09:22.140 especially when you start to feel frustrated. 00:09:22.140 --> 00:09:26.500 So think about how to manage those roadblocks 00:09:26.500 --> 00:09:28.180 before they get in the situation 00:09:28.180 --> 00:09:30.313 of needing to know what to do. 00:09:31.330 --> 00:09:33.660 From there, you wanna think 00:09:33.660 --> 00:09:37.660 about emphasizing that effort leads to success. 00:09:37.660 --> 00:09:39.650 So remember we talked about this idea 00:09:39.650 --> 00:09:41.720 of feeling like you'll be successful. 00:09:41.720 --> 00:09:44.570 But by early teens, 00:09:44.570 --> 00:09:46.640 lots of kids already have some perceptions 00:09:46.640 --> 00:09:48.660 of things they're just not good at. 00:09:48.660 --> 00:09:52.120 And we wanna make sure and try to break those ideas. 00:09:52.120 --> 00:09:55.800 That even when we are not maybe naturally good 00:09:55.800 --> 00:09:59.590 at something, if we keep practicing at it we'll get better. 00:09:59.590 --> 00:10:03.210 And we actually have on the Academy website, 00:10:03.210 --> 00:10:05.720 a course called growth mindset 00:10:05.720 --> 00:10:08.890 and in that there were some pretty good videos 00:10:08.890 --> 00:10:11.157 that talk about not just saying, 00:10:11.157 --> 00:10:13.030 "Hey, you know, keep trying." 00:10:13.030 --> 00:10:16.950 But the way our brains work, there are cells in our brains, 00:10:16.950 --> 00:10:18.530 we call them neurons. 00:10:18.530 --> 00:10:21.110 And when we learn something new, 00:10:21.110 --> 00:10:24.290 those neurons form new connections with each other. 00:10:24.290 --> 00:10:26.790 And so what practice does 00:10:26.790 --> 00:10:30.040 and what even practice when we're not succeeding, 00:10:30.040 --> 00:10:32.400 even practice that we're getting wrong 00:10:32.400 --> 00:10:34.610 helps to build those linkages. 00:10:34.610 --> 00:10:37.720 And it's almost like when you're lifting weights 00:10:37.720 --> 00:10:41.020 and you can make this analogy that your brain is a muscle. 00:10:41.020 --> 00:10:42.510 And when you're lifting weight, 00:10:42.510 --> 00:10:43.980 sometimes it's a little too heavy 00:10:43.980 --> 00:10:46.130 and you can't quite lift that weight 00:10:46.130 --> 00:10:49.527 but you go down a little bit and you practice it that 00:10:49.527 --> 00:10:51.130 and it builds up your muscles. 00:10:51.130 --> 00:10:55.090 The same thing you practice at that level, 00:10:55.090 --> 00:10:57.260 that's a little bit hard for you 00:10:57.260 --> 00:10:59.730 and your brain is going to make more connections. 00:10:59.730 --> 00:11:01.750 If you just practice same with lifting weights. 00:11:01.750 --> 00:11:03.090 If you're just lifting the two pound weights 00:11:03.090 --> 00:11:05.540 and it's not really hard for you, 00:11:05.540 --> 00:11:07.970 well, you're probably not building your muscles 00:11:07.970 --> 00:11:09.590 the same way if you're just practicing stuff 00:11:09.590 --> 00:11:11.380 you already know that super easy, 00:11:11.380 --> 00:11:13.750 you're not making those connections in your brain. 00:11:13.750 --> 00:11:15.530 So we find that in the research 00:11:15.530 --> 00:11:17.140 that when kids start to understand 00:11:17.140 --> 00:11:20.470 a little bit about actually there's biology basis 00:11:20.470 --> 00:11:22.880 for trying things and working on things 00:11:22.880 --> 00:11:24.453 that are kind of hard for you, 00:11:25.650 --> 00:11:27.957 that actually motivates them to think 00:11:27.957 --> 00:11:29.490 "Oh, I can be successful. 00:11:29.490 --> 00:11:32.640 I can improve at this thing that I'm doing." 00:11:32.640 --> 00:11:35.140 So recommend checking out some of those videos 00:11:35.140 --> 00:11:38.260 but also thinking about how to help your students see 00:11:38.260 --> 00:11:40.170 that things aren't always easy. 00:11:40.170 --> 00:11:42.380 And that learning actually is hard work 00:11:42.380 --> 00:11:44.400 and that's okay, because if they put in the work, 00:11:44.400 --> 00:11:46.420 they're gonna get better at it. 00:11:46.420 --> 00:11:50.230 So that's the fourth piece. 00:11:50.230 --> 00:11:53.117 The fifth one is to encourage curiosity. 00:11:53.117 --> 00:11:57.420 And this can be tough in particular with teens and preteens. 00:11:57.420 --> 00:12:00.110 And thinking about all of a sudden, they're not interested 00:12:00.110 --> 00:12:02.680 in the same things they used to be interested in. 00:12:02.680 --> 00:12:06.265 And so it can take some work to try to figure out 00:12:06.265 --> 00:12:08.940 what kinds of things are they interested in now? 00:12:08.940 --> 00:12:11.960 How do we help keep them thinking about, 00:12:11.960 --> 00:12:13.703 I wonder how the world works. 00:12:16.340 --> 00:12:19.860 So one thing you can do is model that kind of thinking, 00:12:19.860 --> 00:12:23.000 ask those questions out loud, ask those things 00:12:23.000 --> 00:12:24.980 like when you're riding your bike, 00:12:24.980 --> 00:12:28.900 why does pedaling the pedal move the big wheel? 00:12:28.900 --> 00:12:32.980 All of these kinds of things, how is this tree- 00:12:32.980 --> 00:12:34.660 It doesn't seem to be getting any food. 00:12:34.660 --> 00:12:36.950 How is it continuing to grow? 00:12:36.950 --> 00:12:38.270 And what does that look like? 00:12:38.270 --> 00:12:40.940 So if you're asking those questions and modeling, 00:12:40.940 --> 00:12:44.930 being curious about the world, students will pick up on that 00:12:44.930 --> 00:12:47.410 to those, "Oh, that is interesting." 00:12:47.410 --> 00:12:50.550 And they'll start to find things and it won't be everything. 00:12:50.550 --> 00:12:52.810 And sometimes they'll roll their eyes 00:12:52.810 --> 00:12:56.590 but as you keep trying and keep putting things out there, 00:12:56.590 --> 00:12:59.137 different things and they'll start to kind of, 00:12:59.137 --> 00:13:00.690 "Oh, maybe that is interesting." 00:13:00.690 --> 00:13:02.730 Or start to have a conversation about that, 00:13:02.730 --> 00:13:04.270 or start to build on that. 00:13:04.270 --> 00:13:07.850 So keep encouraging that sense of interest and curiosity 00:13:07.850 --> 00:13:08.860 in the world. 00:13:08.860 --> 00:13:12.470 Because what this does, is it increases that value piece 00:13:12.470 --> 00:13:13.970 that I was talking about. 00:13:13.970 --> 00:13:17.700 So if learning in school can help you understand the world 00:13:17.700 --> 00:13:20.870 and help you understand things you're curious about, 00:13:20.870 --> 00:13:22.910 then that's gonna increase that value 00:13:22.910 --> 00:13:25.783 and make you more motivated to do the activities 00:13:25.783 --> 00:13:27.993 that you're doing related to school. 00:13:29.900 --> 00:13:34.160 So next piece is related to that, 00:13:34.160 --> 00:13:36.520 which is help to establish relevance. 00:13:36.520 --> 00:13:40.363 So if you talk to teachers, they will almost always say, 00:13:42.060 --> 00:13:43.817 they hate the question when kids say, 00:13:43.817 --> 00:13:47.260 "When will I ever need to learn this?" 00:13:47.260 --> 00:13:50.780 But it turns out that when we again think of that value side 00:13:50.780 --> 00:13:55.380 of the equation, that thinking about how something 00:13:55.380 --> 00:13:59.630 is related to your interests, your goals, 00:13:59.630 --> 00:14:02.000 what you might wanna be when you grow up, 00:14:02.000 --> 00:14:03.670 related to learning something else 00:14:03.670 --> 00:14:05.670 that you're interested in learning, 00:14:05.670 --> 00:14:08.780 all of those things increase the value of the activity 00:14:08.780 --> 00:14:11.720 and make students more likely to want to engage in it. 00:14:11.720 --> 00:14:13.950 So those are important pieces 00:14:13.950 --> 00:14:17.480 to think about how do we establish that relevance? 00:14:17.480 --> 00:14:21.760 So this comes back to knowing what your kids' interests are 00:14:21.760 --> 00:14:23.850 which can involve some detective work. 00:14:23.850 --> 00:14:25.620 It can involve you observing them. 00:14:25.620 --> 00:14:28.870 It can involve talking to them, all those conversations. 00:14:28.870 --> 00:14:30.320 Sometimes they're not gonna wanna talk 00:14:30.320 --> 00:14:32.450 but that's okay. Keep going. 00:14:32.450 --> 00:14:35.060 Persistence on your part is important too 00:14:35.060 --> 00:14:36.910 and they will recognize that. 00:14:36.910 --> 00:14:41.470 So thinking about how to establish what is relevant 00:14:41.470 --> 00:14:45.200 to your students, to your kids, you'll have to figure out 00:14:45.200 --> 00:14:46.530 what are their interests? 00:14:46.530 --> 00:14:48.210 What are their things that are important to them 00:14:48.210 --> 00:14:50.300 to be able to help make those links? 00:14:50.300 --> 00:14:52.040 But you have a better chance of doing that 00:14:52.040 --> 00:14:53.530 than their teacher does. 00:14:53.530 --> 00:14:57.580 So the more you can do that the better impact 00:14:57.580 --> 00:14:59.580 you're likely to have on their learning. 00:15:01.240 --> 00:15:05.640 So next, then finally, we talk a lot about rewards. 00:15:05.640 --> 00:15:08.170 And we get a lot of questions from parents, 00:15:08.170 --> 00:15:10.640 like, "Is this bribing my kid? 00:15:10.640 --> 00:15:13.290 I don't wanna bribe them to do their work. 00:15:13.290 --> 00:15:14.400 They should want to do it." 00:15:14.400 --> 00:15:15.670 Those kinds of things. 00:15:15.670 --> 00:15:18.140 So a couple of pieces of guidance. 00:15:18.140 --> 00:15:21.420 One is we all use rewards. 00:15:21.420 --> 00:15:23.890 I know I use rewards for myself sometimes. 00:15:23.890 --> 00:15:27.950 And I think about that when I have to do a lot of writing 00:15:27.950 --> 00:15:29.730 and it's kind of going slowly, 00:15:29.730 --> 00:15:33.360 I'll say, "If I just finished this page, 00:15:33.360 --> 00:15:35.340 I can give myself a Hershey's kiss." 00:15:35.340 --> 00:15:37.710 I guess the little piece of chocolate, not a big reward 00:15:37.710 --> 00:15:40.500 but a little something that's a reward for doing it. 00:15:40.500 --> 00:15:42.720 We're not all intrinsically motivated 00:15:42.720 --> 00:15:44.510 to do everything all the time. 00:15:44.510 --> 00:15:46.490 Sometimes we need a little bit of boost. 00:15:46.490 --> 00:15:48.870 And so rewards are used 00:15:48.870 --> 00:15:53.870 and our best shoes, when they're something that we can take 00:15:54.180 --> 00:15:57.560 and get students going on a path. 00:15:57.560 --> 00:16:01.020 So if it's something they don't have any interest in doing, 00:16:01.020 --> 00:16:04.070 a reward can be that little boost that gets them started. 00:16:04.070 --> 00:16:06.720 And once they get started, they can start to again, 00:16:06.720 --> 00:16:08.330 experience some success. 00:16:08.330 --> 00:16:11.060 They can start to find out interesting things. 00:16:11.060 --> 00:16:13.020 They can start to see themselves as learners. 00:16:13.020 --> 00:16:15.460 But they need that little boost to get going. 00:16:15.460 --> 00:16:18.600 So rewards can definitely help do that. 00:16:18.600 --> 00:16:21.440 They also don't have to be tangible things. 00:16:21.440 --> 00:16:25.210 They can be like spending time with you. 00:16:25.210 --> 00:16:27.590 They can be spending time with their friends. 00:16:27.590 --> 00:16:32.280 They can be an extra half hour on the computer 00:16:32.280 --> 00:16:34.360 playing the video game they're interested in. 00:16:34.360 --> 00:16:36.130 It can be picking the movie. 00:16:36.130 --> 00:16:39.080 It can be, picking what's for dinner. 00:16:39.080 --> 00:16:41.000 All kinds of things can be rewarding. 00:16:41.000 --> 00:16:44.120 They don't have to be a tangible something 00:16:44.120 --> 00:16:47.650 that is money related to cost and buying things. 00:16:47.650 --> 00:16:51.540 So think about using rewards to get things going, 00:16:51.540 --> 00:16:56.510 keep them small, you can brainstorm with your kid 00:16:56.510 --> 00:17:00.530 about what things are rewarding to them. 00:17:00.530 --> 00:17:05.500 And that can be good to come up with a continuum of rewards. 00:17:05.500 --> 00:17:09.280 If your student says, "Yeah, a trip to Disney world." 00:17:09.280 --> 00:17:10.680 That can be on one end, 00:17:10.680 --> 00:17:12.610 it can go on the way bottom of the list 00:17:12.610 --> 00:17:14.050 but I'm not gonna encourage using 00:17:14.050 --> 00:17:16.070 those kinds of big rewards. 00:17:16.070 --> 00:17:18.880 It really are not effective because they require, 00:17:18.880 --> 00:17:23.080 the "Hey, if you get A's all year, you can get this." 00:17:23.080 --> 00:17:27.190 It's just too long of a timeline and too big of a stakes. 00:17:27.190 --> 00:17:30.760 So you wanna do small things so if they don't get it 00:17:30.760 --> 00:17:34.260 then that's okay, because they'll have another chance 00:17:34.260 --> 00:17:36.800 which is the final thing about using rewards. 00:17:36.800 --> 00:17:39.260 It shouldn't be something they either earn, 00:17:39.260 --> 00:17:41.480 or they have no chance of ever earning again. 00:17:41.480 --> 00:17:44.250 It should be okay if you didn't earn it this time, 00:17:44.250 --> 00:17:45.620 we can set a new goal 00:17:45.620 --> 00:17:48.050 and you can try to earn it again the next time. 00:17:48.050 --> 00:17:52.590 So you wanna think about things that are small 00:17:52.590 --> 00:17:55.240 and able to, if they don't make it the first time 00:17:55.240 --> 00:17:58.510 are able to try again to earn those things. 00:17:58.510 --> 00:18:01.960 So those are some of the big tips and ideas 00:18:01.960 --> 00:18:05.330 for thinking about generally again, 00:18:05.330 --> 00:18:08.300 thinking about this balance of how can we help kids 00:18:08.300 --> 00:18:10.030 think they'll be successful 00:18:10.030 --> 00:18:11.970 and how can we help them value the activities 00:18:11.970 --> 00:18:13.630 we're asking them to do. 00:18:13.630 --> 00:18:15.430 So I will stop and pause there. 00:18:15.430 --> 00:18:20.430 And Dan ask you to give us some of the questions we have. 00:18:20.800 --> 00:18:22.170 - Great, so thanks Kristen. 00:18:22.170 --> 00:18:24.410 Before we get into the Q and A portion, 00:18:24.410 --> 00:18:26.580 a couple of reminders for folks. 00:18:26.580 --> 00:18:29.870 If you want a handout version of this and go to webinar, 00:18:29.870 --> 00:18:32.270 there's a handout section with a link to this PDF 00:18:32.270 --> 00:18:33.930 with these seven tips. 00:18:33.930 --> 00:18:35.630 And then also we are already getting 00:18:35.630 --> 00:18:37.700 a lot of great questions but if you have any questions, 00:18:37.700 --> 00:18:39.620 please put them in the question box. 00:18:39.620 --> 00:18:42.230 There's a team of moderators, kind of behind the scenes 00:18:42.230 --> 00:18:45.180 putting in all the questions and surfacing them up. 00:18:45.180 --> 00:18:49.100 So go ahead and start entering them right now. 00:18:49.100 --> 00:18:51.880 So Kristen, we already had a couple of questions come in. 00:18:51.880 --> 00:18:54.630 One from email from a couple of days ago. 00:18:54.630 --> 00:18:57.280 Question is from the Person S. 00:18:57.280 --> 00:19:00.100 How do we get our older kids not to play games 00:19:00.100 --> 00:19:01.540 on their school issued devices 00:19:01.540 --> 00:19:04.240 without policing them constantly? 00:19:04.240 --> 00:19:07.600 It's a huge distraction and very difficult to control. 00:19:07.600 --> 00:19:09.872 We already have contacted the school several times 00:19:09.872 --> 00:19:12.410 about blocking some of these sites. 00:19:12.410 --> 00:19:13.520 It's still an issue. 00:19:13.520 --> 00:19:14.970 I mean I would assume for younger kids, 00:19:14.970 --> 00:19:17.210 it's probably Minecraft, for the middle kid 00:19:17.210 --> 00:19:18.300 is probably Fortnight. 00:19:18.300 --> 00:19:20.290 And then now it's the among us game. 00:19:20.290 --> 00:19:23.280 So there's this all of this constant distractions 00:19:23.280 --> 00:19:24.980 that are available for the kiddos. 00:19:25.960 --> 00:19:29.080 - Oh my gosh, I just saw the Congress people playing 00:19:29.080 --> 00:19:30.730 among us the other day. 00:19:30.730 --> 00:19:32.213 Wow, that was crazy. 00:19:33.560 --> 00:19:37.660 So there's a couple of things here absolutely. 00:19:37.660 --> 00:19:41.520 One of the challenges of learning from home 00:19:41.520 --> 00:19:44.870 is that there are so many more distractions 00:19:44.870 --> 00:19:49.300 and that it can be really difficult to think about 00:19:49.300 --> 00:19:51.990 okay, how do we help kids focus? 00:19:51.990 --> 00:19:56.990 So there's a couple of ways to kind of attack this issue. 00:19:57.360 --> 00:20:02.080 One is, if I'm gonna keep hitting on this goals piece. 00:20:02.080 --> 00:20:05.230 If they have goals that are set 00:20:05.230 --> 00:20:07.970 so that this is what they need to achieve, 00:20:07.970 --> 00:20:12.110 then we wanna work with them to make sure they're on track 00:20:12.110 --> 00:20:13.840 to do that. 00:20:13.840 --> 00:20:18.840 Then they'll think about, okay, if I'm doing this, 00:20:18.900 --> 00:20:20.600 does that get me off track 00:20:20.600 --> 00:20:22.350 to meet the thing that I need to do? 00:20:22.350 --> 00:20:25.010 I need to read 30 pages today. 00:20:25.010 --> 00:20:29.430 All right, can I read 15 and then play a little bit 00:20:29.430 --> 00:20:30.870 and then read 15 more? 00:20:30.870 --> 00:20:32.610 Like have these kinds of conversations 00:20:32.610 --> 00:20:35.980 with them about how they might still be able to play some 00:20:35.980 --> 00:20:39.000 if the plan is allowed at all on the device side. 00:20:39.000 --> 00:20:40.910 There's a couple of different ways this might be going, 00:20:40.910 --> 00:20:41.900 this question could be going. 00:20:41.900 --> 00:20:44.650 like, if it's a games are not allowed on the devices, 00:20:44.650 --> 00:20:46.040 you probably need to think 00:20:46.040 --> 00:20:49.260 about those technological solution that block them. 00:20:49.260 --> 00:20:51.050 But if gaming's allowed 00:20:51.050 --> 00:20:53.020 but they need to be doing her schoolwork, 00:20:53.020 --> 00:20:55.800 think about how you can potentially set up schedules 00:20:55.800 --> 00:20:57.780 that let them have some game time. 00:20:57.780 --> 00:21:00.890 Like have a little bit of game time have breaks? 00:21:00.890 --> 00:21:01.810 Breaks are good. 00:21:01.810 --> 00:21:03.580 We all need breaks. 00:21:03.580 --> 00:21:04.700 And then they need to come back 00:21:04.700 --> 00:21:07.780 from the break and think about continuing their school. 00:21:07.780 --> 00:21:10.170 And they're working with those are. 00:21:10.170 --> 00:21:14.063 Those can be good ways to think about teaching moderation, 00:21:15.473 --> 00:21:17.580 think about teaching a little bit of that, 00:21:17.580 --> 00:21:19.270 kind of control of what they're doing. 00:21:19.270 --> 00:21:22.090 Set the timer for however you know, 15 minutes 00:21:22.090 --> 00:21:24.410 that they can play and then come back 00:21:24.410 --> 00:21:28.120 to doing what they're doing and think about what that is. 00:21:28.120 --> 00:21:30.540 They've also told you, this is a really rewarding 00:21:30.540 --> 00:21:32.100 and interesting thing for me. 00:21:32.100 --> 00:21:34.840 So if you can think about how to use that as a reward 00:21:34.840 --> 00:21:38.170 and turn it into a reward, that that's something 00:21:38.170 --> 00:21:39.870 that they're probably gonna work for 00:21:39.870 --> 00:21:42.423 because that's where it is and how to get it there. 00:21:44.910 --> 00:21:48.010 Probably any other kind of punitive measures 00:21:48.010 --> 00:21:50.580 and all of that are not gonna be that successful. 00:21:50.580 --> 00:21:55.090 It's more like turning up the dial on some of the schoolwork 00:21:55.090 --> 00:21:58.590 and letting them have pieces of the game 00:21:58.590 --> 00:22:00.250 at different times when it's appropriate 00:22:00.250 --> 00:22:03.040 and help them figure out how to make a schedule 00:22:03.040 --> 00:22:05.003 that fits into to help those work. 00:22:07.084 --> 00:22:09.050 So they can play a little bit. 00:22:09.050 --> 00:22:09.883 - That's super helpful. 00:22:09.883 --> 00:22:11.770 I love the suggestion of turning it 00:22:11.770 --> 00:22:14.780 into part of the incentives piece. 00:22:14.780 --> 00:22:18.240 Kristen, we have a question from Nun who asks, 00:22:18.240 --> 00:22:19.073 it's related to the goal. 00:22:19.073 --> 00:22:21.270 So once after you've kind of figured out the goal, 00:22:21.270 --> 00:22:22.700 the question is, how do you convince the kid 00:22:22.700 --> 00:22:26.300 that achieving the goal will lead to success? 00:22:26.300 --> 00:22:29.193 A lot of the times the kids don't believe you. 00:22:30.930 --> 00:22:32.870 - So one thing is to set up 00:22:32.870 --> 00:22:35.770 meeting the goal itself is success. 00:22:35.770 --> 00:22:40.770 Like, if again, you're gonna try to do 00:22:42.870 --> 00:22:47.870 35 practice problems on factoring polynomials. 00:22:50.660 --> 00:22:52.580 Like meeting that goal itself, 00:22:52.580 --> 00:22:56.550 like doing 35 practice problems and meeting polynomials, 00:22:56.550 --> 00:22:58.330 that was a success in itself. 00:22:58.330 --> 00:22:59.290 That's great. 00:22:59.290 --> 00:23:04.290 So you wanna make that itself an end point for them. 00:23:04.670 --> 00:23:08.440 Like, that's really good that they've done that. 00:23:08.440 --> 00:23:12.367 So it's that piece that then makes them feel like, 00:23:12.367 --> 00:23:17.367 "Hey, so next week the math challenge is gonna be adding 00:23:18.150 --> 00:23:19.970 and subtracting polynomials." 00:23:19.970 --> 00:23:24.400 But now you already were successful at factoring them 00:23:24.400 --> 00:23:26.840 so it's really likely that you're gonna be successful 00:23:26.840 --> 00:23:28.730 with adding and subtracting them 00:23:28.730 --> 00:23:31.360 because you already were successful once. 00:23:31.360 --> 00:23:33.710 This other thing that was pretty hard to learn 00:23:33.710 --> 00:23:34.950 and you did it. 00:23:34.950 --> 00:23:38.550 So the key is to use kind of their past successes 00:23:38.550 --> 00:23:42.670 and their successes once they in themselves are a success. 00:23:42.670 --> 00:23:44.930 And then using those to build on those 00:23:44.930 --> 00:23:47.863 of why they're likely to be successful in future things. 00:23:49.170 --> 00:23:50.750 - That's great. That's great. 00:23:50.750 --> 00:23:53.100 Kristen, we have a question from Arlene 00:23:53.100 --> 00:23:54.810 and the parent asks a question 00:23:54.810 --> 00:23:57.870 that I think a lot of us have experienced. 00:23:57.870 --> 00:23:59.187 One, I'm a parent of a high school 00:23:59.187 --> 00:24:00.950 and a middle school counselor. 00:24:00.950 --> 00:24:03.100 A lot of our students are struggling with depression 00:24:03.100 --> 00:24:06.360 and anxiety from being in the house since last March. 00:24:06.360 --> 00:24:09.060 They're not motivated and upset because they're failing. 00:24:09.060 --> 00:24:11.160 How can we motivate them when they're mostly upset 00:24:11.160 --> 00:24:13.610 from being in the house for six plus months? 00:24:13.610 --> 00:24:15.050 I think it's just really important to recognize 00:24:15.050 --> 00:24:16.620 that that's pretty normal. 00:24:16.620 --> 00:24:18.350 I mean, I know that I've experienced 00:24:18.350 --> 00:24:21.273 a little bit of that too, during these last eight months. 00:24:22.130 --> 00:24:24.980 - Absolutely, so the first thing I'm gonna say 00:24:24.980 --> 00:24:27.183 is that mental health is more important 00:24:27.183 --> 00:24:29.470 than school progress. 00:24:29.470 --> 00:24:34.470 So the first thing I would say is, think about, 00:24:35.240 --> 00:24:39.720 as you said, Dan, some amount of just being mildly depressed 00:24:39.720 --> 00:24:41.540 and a little bit anxious is pretty normal 00:24:41.540 --> 00:24:43.670 in these kinds of times. 00:24:43.670 --> 00:24:47.530 If you're finding that it seems to be beyond a little bit 00:24:47.530 --> 00:24:50.800 if it's really interfering with their interactions 00:24:50.800 --> 00:24:53.440 with your family, if it's really interfering 00:24:53.440 --> 00:24:56.410 with their just daily lives, like they are not getting 00:24:56.410 --> 00:25:01.410 out of bed, those kinds of signs, 00:25:02.170 --> 00:25:05.453 I would absolutely recommend professional help. 00:25:06.620 --> 00:25:10.090 Talk to your pediatrician is a good starting point. 00:25:10.090 --> 00:25:12.690 Make sure to think about what are the signs 00:25:12.690 --> 00:25:15.850 of someone who's needing, 00:25:15.850 --> 00:25:17.740 for whom this is a little bit more than us. 00:25:17.740 --> 00:25:18.573 This is tough. 00:25:20.160 --> 00:25:22.120 So that's the first thing I would say 00:25:22.120 --> 00:25:24.180 is know when to get help. 00:25:24.180 --> 00:25:27.010 There's lots of good ways to check it. 00:25:27.010 --> 00:25:30.110 But what psychologists usually look for 00:25:30.110 --> 00:25:32.450 is when it starts to interfere with your daily life 00:25:32.450 --> 00:25:34.480 as kind of a good rule of thumb 00:25:34.480 --> 00:25:37.200 for when it makes sense to get help. 00:25:37.200 --> 00:25:39.490 But if it is like less than that 00:25:39.490 --> 00:25:42.900 and it's, hey, I just am sad today. 00:25:42.900 --> 00:25:45.110 I'm just feeling anxious today. 00:25:45.110 --> 00:25:45.943 All of those things. 00:25:45.943 --> 00:25:49.510 So first, as the parent is empathize. 00:25:49.510 --> 00:25:52.030 Just like Dan just did, "Hey, you know what? 00:25:52.030 --> 00:25:55.250 I get it, this situation is no fun." 00:25:55.250 --> 00:25:56.920 Like all of us are struggling 00:25:56.920 --> 00:26:00.260 and it is totally okay to struggle. 00:26:00.260 --> 00:26:03.690 I also encourage the way this was written 00:26:03.690 --> 00:26:05.190 was being in the house. 00:26:05.190 --> 00:26:06.930 It does help if you're in a place, 00:26:06.930 --> 00:26:10.360 even if it's not with other people 00:26:10.360 --> 00:26:14.220 to at least get some outside air 00:26:14.220 --> 00:26:19.140 to go out and move and get some fresh air 00:26:19.140 --> 00:26:22.280 if that's possible, where you live and in your weather 00:26:22.280 --> 00:26:24.083 and all of those kinds of things. 00:26:25.520 --> 00:26:28.460 The next piece is that exercise piece like moving, 00:26:28.460 --> 00:26:31.730 it can be important and can help kids get up. 00:26:31.730 --> 00:26:34.700 So even if you're thinking about the school day 00:26:34.700 --> 00:26:37.070 they should have breaks in their school day 00:26:37.070 --> 00:26:39.830 where they are getting up and moving and walking. 00:26:39.830 --> 00:26:43.920 And I'm saying, this is do as I say, not as I do, 00:26:43.920 --> 00:26:44.940 I'm the worst. 00:26:44.940 --> 00:26:48.330 I've been sitting in my chair here for like eight hours. 00:26:48.330 --> 00:26:51.950 But thinking about giving up and moving is okay. 00:26:51.950 --> 00:26:54.920 And if making sure some of that's built in. 00:26:54.920 --> 00:26:57.290 And the final thing that teens really struggle with, 00:26:57.290 --> 00:26:59.480 I think is the peer interaction 00:26:59.480 --> 00:27:03.300 and the reduced peer interaction they've had in these times. 00:27:03.300 --> 00:27:07.320 So if there are ways that you can help facilitate 00:27:07.320 --> 00:27:11.400 whether that's online, video interactions, 00:27:11.400 --> 00:27:16.020 whether that's, if you have a small safe group, 00:27:16.020 --> 00:27:18.520 I know some people are doing, hey there's two other families 00:27:18.520 --> 00:27:22.310 that we all have kind of the same view 00:27:22.310 --> 00:27:25.720 on what's acceptable in terms of safety. 00:27:25.720 --> 00:27:27.440 And we all get together. 00:27:27.440 --> 00:27:30.130 Finding some ways that kids can connect 00:27:30.130 --> 00:27:33.680 with other kids can be helpful too in these times 00:27:33.680 --> 00:27:34.513 that we've found. 00:27:34.513 --> 00:27:37.370 So lots of different potential things 00:27:37.370 --> 00:27:42.370 but empathize, definitely, talk to your kids about it, 00:27:43.200 --> 00:27:44.500 try to keep those doors open 00:27:44.500 --> 00:27:47.143 so that they can talk to you when they have concerns. 00:27:48.030 --> 00:27:50.130 - That's great advice, thanks Kristen. 00:27:50.130 --> 00:27:53.640 We have a question from Barbara, who's asking advice 00:27:53.640 --> 00:27:57.200 for kids who strive for perfection, who are super motivated 00:27:57.200 --> 00:27:59.760 but they are also, they kind of are worried 00:27:59.760 --> 00:28:02.130 about doing things that are imperfect 00:28:02.130 --> 00:28:05.250 and that experience in itself overwhelms them. 00:28:05.250 --> 00:28:08.640 So how do you help those students? 00:28:08.640 --> 00:28:10.650 I think some of the compartmentalizing 00:28:10.650 --> 00:28:12.360 and making things more chunkable 00:28:12.360 --> 00:28:13.660 that you've talked about earlier 00:28:13.660 --> 00:28:16.693 was super super relevant for this type of case as well. 00:28:17.760 --> 00:28:18.790 - Yeah, definitely. 00:28:18.790 --> 00:28:23.790 Thinking about how to think about what is done, 00:28:26.320 --> 00:28:31.320 what is acceptable on for an assignment, what is okay. 00:28:31.420 --> 00:28:33.820 And the other piece is to really try to focus 00:28:33.820 --> 00:28:37.240 on learning as opposed to grades. 00:28:37.240 --> 00:28:38.950 So one of the things that often happens 00:28:38.950 --> 00:28:41.470 with kids who kind of have that perfectionist streak 00:28:41.470 --> 00:28:44.730 is they really start to focus on getting a hundred 00:28:44.730 --> 00:28:48.360 or getting really that perfection piece. 00:28:48.360 --> 00:28:52.140 And what do you wanna try to do is to turn that focus 00:28:52.140 --> 00:28:53.690 to what did you learn today? 00:28:53.690 --> 00:28:55.360 What are the new skills you have? 00:28:55.360 --> 00:28:58.010 What are the new ideas you understand? 00:28:58.010 --> 00:29:03.010 And the more you can ask questions about those things 00:29:03.210 --> 00:29:06.350 and start to try to celebrate learning something new 00:29:06.350 --> 00:29:08.890 or getting a new skill or being able to do something 00:29:08.890 --> 00:29:11.350 you couldn't do before and trying to get them 00:29:11.350 --> 00:29:15.460 to focus on that piece, as opposed to what was your grade 00:29:15.460 --> 00:29:17.560 or score on this can be helpful 00:29:17.560 --> 00:29:21.353 in reducing some of that perfection piece. 00:29:22.900 --> 00:29:27.703 The other thing I would say is to try to communicate 00:29:29.540 --> 00:29:31.080 that failure is okay. 00:29:31.080 --> 00:29:33.140 And failure is actually how we learn. 00:29:33.140 --> 00:29:37.450 That gets back to some of that growth mindset communication 00:29:37.450 --> 00:29:41.440 that it's okay to not be successful sometimes. 00:29:41.440 --> 00:29:45.380 That helps us learn and trying to help kids 00:29:45.380 --> 00:29:46.213 be okay with that. 00:29:46.213 --> 00:29:48.700 And interestingly for all the talk about games, 00:29:48.700 --> 00:29:51.565 games are actually pretty good at teaching 00:29:51.565 --> 00:29:54.317 that it's okay to fail and you end up, 00:29:54.317 --> 00:29:57.639 you can get your lives back, you can start over. 00:29:57.639 --> 00:29:58.820 It's all okay. 00:29:58.820 --> 00:30:01.140 But kind of communicating about that idea 00:30:01.140 --> 00:30:02.640 can be important too for kids. 00:30:03.620 --> 00:30:06.100 - Nice, great, great Kristen. 00:30:06.100 --> 00:30:09.620 One question we have from Dennis who's asking, 00:30:09.620 --> 00:30:12.640 remote learning's a big part of this year's curriculum. 00:30:12.640 --> 00:30:15.410 This allows for different routines in the day. 00:30:15.410 --> 00:30:16.610 Some days it's work from home. 00:30:16.610 --> 00:30:20.450 Some days the kids can work, stay in their pajamas 00:30:20.450 --> 00:30:21.790 and take some classes. 00:30:21.790 --> 00:30:24.150 What advice would you have or how much emphasis 00:30:24.150 --> 00:30:28.220 would you say in maintaining a consistent routine 00:30:28.220 --> 00:30:30.313 versus altering the routine? 00:30:32.450 --> 00:30:33.400 - So good question. 00:30:34.490 --> 00:30:37.550 Kids generally do thrive on routine 00:30:37.550 --> 00:30:41.280 and knowing what to expect and what's gonna come next. 00:30:41.280 --> 00:30:42.370 But that doesn't mean 00:30:42.370 --> 00:30:46.530 it has to be always the exact same thing. 00:30:46.530 --> 00:30:50.200 So what I would advise in terms of maintaining 00:30:50.200 --> 00:30:54.070 is maintaining a schedule. 00:30:54.070 --> 00:30:57.400 So at nine o'clock this happens, at 10 o'clock this happens. 00:30:57.400 --> 00:31:01.360 That it's written down is usually helpful with visual cues. 00:31:01.360 --> 00:31:05.120 So they can take a look at it and really reference, 00:31:05.120 --> 00:31:06.760 okay, here's, what's coming next. 00:31:06.760 --> 00:31:10.150 Here's what's coming up today for the rest of the day. 00:31:10.150 --> 00:31:14.340 And so if that part is maintained, 00:31:14.340 --> 00:31:17.320 like they know what's coming, then you can flex a little bit 00:31:17.320 --> 00:31:19.750 like other things, like what are they wearing? 00:31:19.750 --> 00:31:22.377 It's okay, if they're gonna think about. 00:31:22.377 --> 00:31:24.740 And you can think even schools do this. 00:31:24.740 --> 00:31:25.630 If you remember back too 00:31:25.630 --> 00:31:27.470 when your kids were in elementary schools, 00:31:27.470 --> 00:31:31.633 they probably did, it's crazy day, it's pajama day. 00:31:32.480 --> 00:31:35.640 All of those things are really good flexes 00:31:35.640 --> 00:31:39.580 to make in the routine so it doesn't just become monotonous. 00:31:39.580 --> 00:31:42.030 And there's new things that they're doing. 00:31:42.030 --> 00:31:44.440 I will say you also talked about classes lounging 00:31:44.440 --> 00:31:45.690 on the futon. 00:31:45.690 --> 00:31:48.199 I have mixed feelings about that. 00:31:48.199 --> 00:31:49.112 (both laughing) 00:31:49.112 --> 00:31:52.320 It's good if kids have a space to learn. 00:31:52.320 --> 00:31:54.330 That's kind of signals to them mentally, 00:31:54.330 --> 00:31:57.510 I'm on now, because as we were talking 00:31:57.510 --> 00:31:59.240 about all those other distractions, 00:31:59.240 --> 00:32:00.800 if you're kind of trying to do school 00:32:00.800 --> 00:32:03.270 in the same place that you hang out and play video games 00:32:03.270 --> 00:32:06.880 at night in the same place that you're watching movies, 00:32:06.880 --> 00:32:08.617 that's kind of not communicating, 00:32:08.617 --> 00:32:12.530 "Hey, now's the time I need to kind of tell my brain 00:32:12.530 --> 00:32:14.400 it's time to focus on schoolwork." 00:32:14.400 --> 00:32:16.630 So the more you can in terms of the place, 00:32:16.630 --> 00:32:21.020 have some kind of a set place that is communicating to them, 00:32:21.020 --> 00:32:24.040 this is where the schoolwork happens 00:32:24.040 --> 00:32:25.720 is probably a good idea. 00:32:25.720 --> 00:32:27.850 But one class lounging on the futon. 00:32:27.850 --> 00:32:31.770 One video isn't gonna hurt anyone. 00:32:31.770 --> 00:32:32.603 - I love that. 00:32:32.603 --> 00:32:33.700 I know for myself personally 00:32:33.700 --> 00:32:35.440 I've been in this room for eight months. 00:32:35.440 --> 00:32:37.610 And then I think once a month I decide to go 00:32:37.610 --> 00:32:39.920 to the kitchen or the dining room 00:32:39.920 --> 00:32:42.970 and try to change things up just a little bit. 00:32:42.970 --> 00:32:44.320 - Yes, yes absolutely. 00:32:44.320 --> 00:32:45.380 - Kristen, we have a follow-up 00:32:45.380 --> 00:32:47.710 about the rewards and incentives. 00:32:47.710 --> 00:32:51.740 So Kiki ask, "I've used Fortnite as reward in the past 00:32:51.740 --> 00:32:56.740 but they find that my son rushes through his work 00:32:56.760 --> 00:32:59.870 in order to quickly get to playing this game. 00:32:59.870 --> 00:33:01.190 So how do you get them to understand 00:33:01.190 --> 00:33:03.100 that it's not just the quantity 00:33:03.100 --> 00:33:06.097 but actually the quality of the work that is important?" 00:33:08.130 --> 00:33:11.743 - Well, it's a reward has to be contingent on the quality. 00:33:13.110 --> 00:33:17.420 So the reward can't just be doing the 10 RAF problems. 00:33:17.420 --> 00:33:20.260 It has to be doing the 10 math problems 00:33:20.260 --> 00:33:23.100 and maybe explaining to you why they're right. 00:33:23.100 --> 00:33:26.280 If this starts depending I know some math problems 00:33:26.280 --> 00:33:28.430 right now there's probably some math problems 00:33:28.430 --> 00:33:29.630 I couldn't grade. 00:33:29.630 --> 00:33:32.560 I wouldn't know if they were right or wrong. 00:33:32.560 --> 00:33:34.863 And some pre-calculus problems and things. 00:33:36.260 --> 00:33:38.970 And so if it's the case where you actually aren't sure 00:33:38.970 --> 00:33:43.120 if they're right or wrong, have your student explain them 00:33:43.120 --> 00:33:45.680 to you and walk you through the steps. 00:33:45.680 --> 00:33:48.890 And if he can do that, then he can play. 00:33:48.890 --> 00:33:50.410 So it's definitely a matter 00:33:50.410 --> 00:33:52.510 of trying to set that goal for quality. 00:33:52.510 --> 00:33:54.130 If it's something that you can look at 00:33:54.130 --> 00:33:56.680 and see if he's met a quality standard great. 00:33:56.680 --> 00:33:59.770 If not, having them explain it to you and see if they've met 00:33:59.770 --> 00:34:01.283 that kind of standard. 00:34:02.530 --> 00:34:05.580 - I think this is one challenge that I remember as a kid. 00:34:05.580 --> 00:34:07.940 You have to finish your homework before you get to play 00:34:07.940 --> 00:34:09.640 with your friends and you would just go home 00:34:09.640 --> 00:34:12.080 and rush through your homework just to go play 00:34:12.080 --> 00:34:13.590 with your friends. 00:34:13.590 --> 00:34:15.210 - Absolutely, absolutely. 00:34:15.210 --> 00:34:17.200 So there it has to. 00:34:17.200 --> 00:34:18.920 I know this puts burden on parents 00:34:18.920 --> 00:34:20.940 to say you've got to check it a little bit, 00:34:20.940 --> 00:34:23.831 but if you're thinking about rewards, you kind of do 00:34:23.831 --> 00:34:26.681 otherwise you're gonna get those unintended consequences. 00:34:27.540 --> 00:34:29.790 - So Kristen, I think we have time for maybe one 00:34:29.790 --> 00:34:31.220 or two more. 00:34:31.220 --> 00:34:33.660 We have a really good question from Ranga. 00:34:33.660 --> 00:34:37.040 These recommendations require parents to constantly engage 00:34:37.040 --> 00:34:38.420 throughout the day. 00:34:38.420 --> 00:34:40.710 Otherwise the children go back to playing, 00:34:40.710 --> 00:34:41.883 whatever they like. 00:34:43.879 --> 00:34:45.970 How are you kind of constantly engage? 00:34:45.970 --> 00:34:47.310 I think this poses a question 00:34:47.310 --> 00:34:50.820 where I don't know if you do have to be constantly engaging. 00:34:50.820 --> 00:34:53.030 I think the assumption here 00:34:53.030 --> 00:34:56.270 is that you have to be kind of with your child 00:34:56.270 --> 00:34:57.103 the whole time. 00:34:57.103 --> 00:34:59.340 I think part of your recommendations that allows you 00:34:59.340 --> 00:35:00.820 to free up some of that time. 00:35:00.820 --> 00:35:03.810 So can you speak to how do you kind of balance 00:35:03.810 --> 00:35:06.020 the engagement and the time that as a parent, 00:35:06.020 --> 00:35:07.793 you have to do your day job. 00:35:09.480 --> 00:35:11.050 - So first just let me recognize it. 00:35:11.050 --> 00:35:14.630 It's absolutely we're asking way too much 00:35:14.630 --> 00:35:15.580 with parents right now. 00:35:15.580 --> 00:35:18.250 We are asking them to do multiple jobs 00:35:18.250 --> 00:35:22.990 and not giving any break on the amount of time 00:35:22.990 --> 00:35:23.943 needed to do them. 00:35:25.020 --> 00:35:27.710 But I do think that what you wanna do 00:35:27.710 --> 00:35:30.560 is think about how you can structure the day 00:35:30.560 --> 00:35:33.730 so that they have set things they're supposed to do 00:35:33.730 --> 00:35:35.260 at set times. 00:35:35.260 --> 00:35:37.210 And then you can do, check-ins 00:35:37.210 --> 00:35:39.023 to see if they got those done. 00:35:40.396 --> 00:35:43.120 And again, you wanna think about positive reinforcement. 00:35:43.120 --> 00:35:47.690 So you may have to start off with very small chunks 00:35:47.690 --> 00:35:51.960 but over time you can gradually extend them. 00:35:51.960 --> 00:35:55.110 So if you're thinking about, at the beginning, 00:35:55.110 --> 00:35:56.947 you may need to say okay, here's what we're gonna do 00:35:56.947 --> 00:35:58.880 in the next hour. 00:35:58.880 --> 00:36:02.020 And if we get that done, then you set the goal 00:36:02.020 --> 00:36:02.853 for the next hour. 00:36:02.853 --> 00:36:05.870 So that would require like hourly check-ins. 00:36:05.870 --> 00:36:09.550 But over time as they start to again, see, okay, 00:36:09.550 --> 00:36:12.530 what's our goal for the next two hours? 00:36:12.530 --> 00:36:15.913 And again, using rewards is not a bad thing. 00:36:16.760 --> 00:36:20.900 Think about how you can reward meeting those goals 00:36:20.900 --> 00:36:23.340 that you set for those short time periods, 00:36:23.340 --> 00:36:25.910 and then lengthen them over time 00:36:25.910 --> 00:36:28.610 so that you don't have to check in so frequently. 00:36:28.610 --> 00:36:31.640 And they're still getting that feeling of success 00:36:31.640 --> 00:36:32.803 and staying on task. 00:36:35.000 --> 00:36:36.970 - So I think we have time for one more. 00:36:36.970 --> 00:36:39.510 And we have a couple of questions around the same theme, 00:36:39.510 --> 00:36:42.010 which is from Linda and Anika. 00:36:42.010 --> 00:36:45.470 They're both wondering what ideas do you have 00:36:45.470 --> 00:36:49.020 for students who sees zero value in school? 00:36:49.020 --> 00:36:53.690 Or if they they're just the kids desire to fit in socially 00:36:53.690 --> 00:36:57.083 causes them to kind of degress academically. 00:36:58.700 --> 00:37:01.700 - Yeah, they're probably a bit separate 00:37:01.700 --> 00:37:06.500 but so if your kid is really motivated by social things 00:37:06.500 --> 00:37:08.840 you wanna think about how to tie social things 00:37:08.840 --> 00:37:12.623 into learning, how to provide social learning experiences. 00:37:13.690 --> 00:37:17.250 Are there small study groups, even if the two kids 00:37:17.250 --> 00:37:22.190 are just on their computers and have the video on, 00:37:22.190 --> 00:37:23.600 but aren't studying together. 00:37:23.600 --> 00:37:26.000 There's just like some social interaction there. 00:37:27.240 --> 00:37:30.230 Can you think about having them access to peers? 00:37:30.230 --> 00:37:32.430 Is this something that's rewarding for them? 00:37:33.770 --> 00:37:36.570 So find ways to give them that social experience, 00:37:36.570 --> 00:37:40.210 but tie it into also learning goals 00:37:40.210 --> 00:37:42.610 and being able to learn together with their peers 00:37:42.610 --> 00:37:44.120 and what they're doing. 00:37:44.120 --> 00:37:45.690 So that's kind of the social piece. 00:37:45.690 --> 00:37:47.970 The other piece for kids who just don't see the value 00:37:47.970 --> 00:37:52.720 of school is the toughest thing about teenagers 00:37:52.720 --> 00:37:55.320 is probably for those who it's tough to figure out 00:37:55.320 --> 00:37:56.830 what they are interested in. 00:37:56.830 --> 00:37:58.701 But that's my advice is to figure out 00:37:58.701 --> 00:38:00.240 what does interest them? 00:38:00.240 --> 00:38:03.810 What are the things that they value? 00:38:03.810 --> 00:38:06.000 What are the things that are interesting to them? 00:38:06.000 --> 00:38:09.260 Is it working on old cars? 00:38:09.260 --> 00:38:11.283 Is it baking? 00:38:12.425 --> 00:38:15.090 What is something that they like to do? 00:38:15.090 --> 00:38:18.160 And then think about how you can tie in 00:38:18.160 --> 00:38:22.350 things they're learning in school to that piece of things. 00:38:22.350 --> 00:38:26.270 I use baking a lot because it's easy to set up. 00:38:26.270 --> 00:38:28.280 There's a lot of math in baking 00:38:28.280 --> 00:38:32.130 and you can kind of make some of those ties in there. 00:38:32.130 --> 00:38:35.470 But the key is to think about what are the things 00:38:35.470 --> 00:38:38.960 that are interesting and trying to make those links, 00:38:38.960 --> 00:38:42.380 whether it's future careers, whether it's learning something 00:38:42.380 --> 00:38:46.380 that helps them be better at that thing that they're doing. 00:38:46.380 --> 00:38:49.970 Relating their physics lessons, to things that are going on. 00:38:49.970 --> 00:38:52.433 Whatever that is that they're interested in. 00:38:54.943 --> 00:38:56.710 And it can be tough to figure out. 00:38:56.710 --> 00:38:59.370 Sometimes teenagers can seem pretty apathetic 00:38:59.370 --> 00:39:01.830 about a lot of stuff and don't wanna show their parents 00:39:01.830 --> 00:39:04.330 when they're interested in things. 00:39:04.330 --> 00:39:09.330 But again, put on your detective hat so you can figure out 00:39:10.600 --> 00:39:12.817 what it is that they are interested in 00:39:12.817 --> 00:39:15.953 and it starts with trying to build some of those bridges. 00:39:17.400 --> 00:39:18.880 - That's wonderful. 00:39:18.880 --> 00:39:20.660 Unfortunately, that's all the time we have 00:39:20.660 --> 00:39:22.170 for questions today. 00:39:22.170 --> 00:39:24.690 And so Kristen, thank you for sharing your expertise 00:39:24.690 --> 00:39:26.070 with our audience. 00:39:26.070 --> 00:39:28.500 And we wanna thank you all you busy parents out there. 00:39:28.500 --> 00:39:30.410 We know it's an incredibly busy time 00:39:30.410 --> 00:39:31.640 and you're balancing a lot. 00:39:31.640 --> 00:39:34.660 So we wanna thank you for joining our session today. 00:39:34.660 --> 00:39:36.700 A couple of reminders, if you missed anything 00:39:36.700 --> 00:39:39.430 or you wanna review, by registering for this webinar 00:39:39.430 --> 00:39:43.610 you'll automatically be emailed this recording. 00:39:43.610 --> 00:39:46.420 If you wanna download the PDF as well 00:39:46.420 --> 00:39:48.090 that'll automatically be sent to you. 00:39:48.090 --> 00:39:49.590 And we will be also be posting this 00:39:49.590 --> 00:39:51.810 in YouTube afterwards as well. 00:39:51.810 --> 00:39:53.700 So you'll have multiple chances to go back 00:39:53.700 --> 00:39:56.960 and look at some of the content if you missed anything. 00:39:56.960 --> 00:39:59.210 And then secondly, we have a lot of resources available 00:39:59.210 --> 00:40:03.690 on our keeplearning.khanacademy.orgmicrosite 00:40:03.690 --> 00:40:06.440 which it has all of our distance learning materials 00:40:06.440 --> 00:40:07.950 in one place. 00:40:07.950 --> 00:40:10.350 And then before we sign off, we wanna ask you 00:40:10.350 --> 00:40:12.250 to do two things for us. 00:40:12.250 --> 00:40:14.410 First, there's a poll that will pop up 00:40:14.410 --> 00:40:15.970 and we will be asking you 00:40:15.970 --> 00:40:17.750 how could we make future iterations 00:40:17.750 --> 00:40:20.340 of this session more useful for you? 00:40:20.340 --> 00:40:23.240 And then secondly, we will ask you your advice 00:40:23.240 --> 00:40:25.000 on what kinds of sessions would you like 00:40:25.000 --> 00:40:27.170 to see us build on next? 00:40:27.170 --> 00:40:29.340 So please let us know. 00:40:29.340 --> 00:40:31.970 This was actually a result of some of your feedback 00:40:31.970 --> 00:40:33.220 in the past as well. 00:40:33.220 --> 00:40:36.150 And we're totally here to support you in any way we can. 00:40:36.150 --> 00:40:38.360 So from all of us at Khan Academy, thank you again 00:40:38.360 --> 00:40:41.493 for joining us and have a great, great evening.
Simpson's index of diversity
https://www.youtube.com/watch?v=bfxhh7l-LQw
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https://www.youtube.com/api/timedtext?v=bfxhh7l-LQw&ei=91WUZdPTIM6jhcIPv_eK0Ac&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=C72128390590E136A00F68AF82B7F3FFC995F21F.D1DD308014BFA59F3322B25D74FEF1AED7FCCD06&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.240 --> 00:00:01.570 - [Instructor] So in this table here 00:00:01.570 --> 00:00:03.010 we have two different communities, 00:00:03.010 --> 00:00:05.070 community one and community two, 00:00:05.070 --> 00:00:08.070 and each of them contain three different species. 00:00:08.070 --> 00:00:10.910 And we see the populations of those three different species. 00:00:10.910 --> 00:00:12.410 And we also see that the total number 00:00:12.410 --> 00:00:14.810 of individuals in each community is the same. 00:00:14.810 --> 00:00:18.640 They both have a total of 1,000 individuals. 00:00:18.640 --> 00:00:20.900 Now, my question to you, just intuitively 00:00:20.900 --> 00:00:22.900 based on the data in this table, 00:00:22.900 --> 00:00:27.810 which community would you say is more diverse and why, 00:00:27.810 --> 00:00:30.393 community one or community two? 00:00:32.120 --> 00:00:34.650 All right, now let's think about this together. 00:00:34.650 --> 00:00:35.760 So as we already talked about, 00:00:35.760 --> 00:00:38.510 they have the same number of individuals, 00:00:38.510 --> 00:00:41.040 and you might be thinking that the number of species 00:00:41.040 --> 00:00:43.630 could be related to the diversity, and you'd be right. 00:00:43.630 --> 00:00:46.620 The number of species does contribute to the diversity, 00:00:46.620 --> 00:00:49.100 but we're dealing with a situation where both communities 00:00:49.100 --> 00:00:50.650 have the same number of species. 00:00:50.650 --> 00:00:53.100 They each have three species. 00:00:53.100 --> 00:00:54.630 But when we look at the data, 00:00:54.630 --> 00:00:58.720 it's clear that community two is mostly species A 00:00:58.720 --> 00:01:02.640 and you have very small groups of species B and species C, 00:01:02.640 --> 00:01:05.850 while community one is more evenly spread. 00:01:05.850 --> 00:01:09.450 So just intuitively it feels like community one 00:01:09.450 --> 00:01:13.140 is maybe more diverse, 00:01:13.140 --> 00:01:16.090 but this was just on my intuition or our intuition, 00:01:16.090 --> 00:01:18.280 and the numbers are pretty clear here. 00:01:18.280 --> 00:01:20.580 It's evenly distributed amongst the species here, 00:01:20.580 --> 00:01:24.400 and here it's very heavily weighted on species A, 00:01:24.400 --> 00:01:26.760 but it might not always be this clear. 00:01:26.760 --> 00:01:30.100 So it'd be useful to have some type of quantitative way 00:01:30.100 --> 00:01:33.200 to measure the diversity of a population. 00:01:33.200 --> 00:01:36.680 And lucky for us, there is a quantitative way to do that 00:01:36.680 --> 00:01:39.820 called Simpson's, I'll write it down, 00:01:39.820 --> 00:01:44.763 Simpson's diversity index, 00:01:46.360 --> 00:01:48.150 and the way you calculate it, 00:01:48.150 --> 00:01:52.270 it's equal to one minus the sum of, 00:01:52.270 --> 00:01:55.585 for each species you take the number of that species 00:01:55.585 --> 00:01:59.340 divided by the community size squared. 00:01:59.340 --> 00:02:02.890 So for each of the species, you do this calculation, 00:02:02.890 --> 00:02:06.460 square it and then you add it up for each of those species. 00:02:06.460 --> 00:02:09.100 So let's figure out Simpson's diversity index 00:02:09.100 --> 00:02:11.180 for both communities one and community two. 00:02:11.180 --> 00:02:12.620 And I encourage you you could pause the video 00:02:12.620 --> 00:02:13.940 and try to work on it on your own 00:02:13.940 --> 00:02:15.895 before I work through it with you. 00:02:15.895 --> 00:02:19.430 So let's start with community one. 00:02:19.430 --> 00:02:24.010 So I'll say diversity index for community one. 00:02:24.010 --> 00:02:25.670 I'll just put that in parentheses, 00:02:25.670 --> 00:02:28.740 is going to be equal to one minus, 00:02:28.740 --> 00:02:33.740 so we have 325 over, over 1,000 squared. 00:02:37.740 --> 00:02:39.920 Remember, we're gonna sum on each of these species 00:02:39.920 --> 00:02:44.920 plus 305, 305 over 1,000 squared 00:02:47.240 --> 00:02:52.240 plus 370 over 1,000 squared. 00:02:54.120 --> 00:02:57.190 And I need to close my parentheses, 00:02:57.190 --> 00:02:59.420 and I can simplify this a bit. 00:02:59.420 --> 00:03:03.340 This is going to be equal to one minus, 00:03:03.340 --> 00:03:05.060 so all of these thousand squares, 00:03:05.060 --> 00:03:06.340 a thousand squared is a million. 00:03:06.340 --> 00:03:11.060 So it's gonna be everything over 1 million, 1 million, 00:03:11.060 --> 00:03:15.080 and then we're going to have 325 squared, 00:03:15.080 --> 00:03:20.080 plus 305 squared, plus 370 squared. 00:03:22.190 --> 00:03:25.630 And that is going to give us 325 squared, 00:03:28.170 --> 00:03:33.170 plus 305 squared, plus 370 squared is equal to that. 00:03:37.160 --> 00:03:38.910 That's the numerator here, and I'm willing to divide 00:03:38.910 --> 00:03:41.340 that by a million divided by, 00:03:41.340 --> 00:03:44.020 one, one, two, three, one, two, three. 00:03:44.020 --> 00:03:45.660 And that is a million. 00:03:45.660 --> 00:03:47.120 It equals this. 00:03:47.120 --> 00:03:49.350 And then I'm gonna subtract that from one. 00:03:49.350 --> 00:03:50.720 So let's put a negative sign here 00:03:50.720 --> 00:03:55.327 and say, plus one is equal to 0.664. 00:03:57.952 --> 00:04:01.280 So this is going to be approximately equal to 0.6664. 00:04:03.180 --> 00:04:07.350 Now let's do the same thing for community two. 00:04:07.350 --> 00:04:09.220 So if I write it over here, 00:04:09.220 --> 00:04:13.540 the diversity index for community two is going to be equal 00:04:13.540 --> 00:04:17.720 to one minus, I put a big parenthesis here, 00:04:17.720 --> 00:04:22.720 and we're going to have 925 over 1,000 squared, 00:04:24.540 --> 00:04:28.210 plus 40 over 1,000 squared, 00:04:30.260 --> 00:04:35.260 plus 35 over 1,000 squared. 00:04:35.500 --> 00:04:37.290 And if we simplify in a similar way, 00:04:37.290 --> 00:04:39.930 that's gonna be equal to one minus 00:04:39.930 --> 00:04:41.310 all these thousand squares. 00:04:41.310 --> 00:04:45.340 That's just a million, and that's a common denominator. 00:04:45.340 --> 00:04:48.220 And so you're gonna have 925 squared, 00:04:48.220 --> 00:04:52.550 plus 40 squared, plus 35 squared. 00:04:52.550 --> 00:04:54.740 And then this is going to be approximately 00:04:54.740 --> 00:04:59.740 equal to 925 squared, plus 40 squared, 00:05:02.230 --> 00:05:07.230 plus 35 squared is equal to this divided by a million. 00:05:09.870 --> 00:05:13.530 So divided by one, one, two, three, one, two, three. 00:05:13.530 --> 00:05:15.620 Yep, six zeros is equal to that. 00:05:15.620 --> 00:05:20.440 And then you subtract that from one and you get, 00:05:20.440 --> 00:05:23.143 which is approximately equal to 0.142. 00:05:25.580 --> 00:05:27.180 And so we see very clearly 00:05:27.180 --> 00:05:29.300 when we use Simpson's diversity index 00:05:29.300 --> 00:05:32.730 that consistent with our intuition community two 00:05:32.730 --> 00:05:35.820 has a lower diversity index than community one. 00:05:35.820 --> 00:05:37.350 And it's consistent with our intuition 00:05:37.350 --> 00:05:39.020 that it is less diverse. 00:05:39.020 --> 00:05:40.470 And I encourage you after this video 00:05:40.470 --> 00:05:42.770 think about why that makes mathematical sense.
The van der Waals equation
https://www.youtube.com/watch?v=9_epJ4vUsNI
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https://www.youtube.com/api/timedtext?v=9_epJ4vUsNI&ei=8VWUZdiTNY6Dp-oP1LW4gAM&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245345&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=2C9755EBDE965C8C30E98C077A2D85BDC5FA7737.CF9D78630618C265EA28AD3D71D49EE7BEA51B9D&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.150 --> 00:00:02.020 - [Instructor] We have so far spent many videos 00:00:02.020 --> 00:00:04.270 talking about the ideal gas law, 00:00:04.270 --> 00:00:06.150 that pressure times volume is equal 00:00:06.150 --> 00:00:08.670 to the number of moles times the ideal gas constant 00:00:08.670 --> 00:00:11.760 times temperature measured in kelvin. 00:00:11.760 --> 00:00:13.030 What we're going to do in this video 00:00:13.030 --> 00:00:16.300 is attempt to modify the ideal gas law 00:00:16.300 --> 00:00:18.170 to try to take into account 00:00:18.170 --> 00:00:19.940 when we're dealing with real gases, 00:00:19.940 --> 00:00:23.570 gases where the volume of the actual particles 00:00:23.570 --> 00:00:25.670 are worth considering, that we don't just say 00:00:25.670 --> 00:00:28.160 they're negligible compared to the volume of the container. 00:00:28.160 --> 00:00:30.010 And intermolecular forces are something 00:00:30.010 --> 00:00:32.400 that we would like to take into consideration. 00:00:32.400 --> 00:00:34.310 So let's think about how we could modify this. 00:00:34.310 --> 00:00:35.510 And to help us a little bit, 00:00:35.510 --> 00:00:36.810 I'm just gonna solve for P. 00:00:36.810 --> 00:00:38.960 So I'm gonna divide both sides by volume, 00:00:38.960 --> 00:00:41.580 so we can say pressure is equal to number of moles 00:00:41.580 --> 00:00:42.860 times ideal gas constant 00:00:42.860 --> 00:00:46.940 times temperature measured in kelvin divided by volume. 00:00:46.940 --> 00:00:49.090 So first, how would we adjust this 00:00:49.090 --> 00:00:52.570 if we want to take into account the actual volume 00:00:52.570 --> 00:00:55.690 in which the molecules can move around? 00:00:55.690 --> 00:00:56.970 Well, if we wanted to do that, 00:00:56.970 --> 00:00:59.870 we would replace this volume right over here 00:00:59.870 --> 00:01:04.870 with this volume minus the volume of the actual particles. 00:01:04.950 --> 00:01:07.930 So what's the volume of the actual particles going to be? 00:01:07.930 --> 00:01:11.280 Well, it's going to be the number of particles 00:01:11.280 --> 00:01:12.830 times some constant, 00:01:12.830 --> 00:01:15.390 based on how large each of those particles are, 00:01:15.390 --> 00:01:16.500 maybe on average. 00:01:16.500 --> 00:01:18.723 And let's just call that b. 00:01:20.240 --> 00:01:25.000 So we could view this as a modified ideal gas law equation, 00:01:25.000 --> 00:01:27.330 we're now all of a sudden, we are taking into account 00:01:27.330 --> 00:01:30.330 the fact that these particles have some real volume to them, 00:01:31.780 --> 00:01:32.710 but of course we also know it's not just about 00:01:32.710 --> 00:01:35.200 the volume of the particles, we also need to adjust 00:01:35.200 --> 00:01:37.830 for the intermolecular forces between the particles. 00:01:37.830 --> 00:01:40.680 And we know that in many cases those intermolecular forces 00:01:40.680 --> 00:01:42.020 are attractive forces, 00:01:42.020 --> 00:01:44.900 and so they would take away from the pressure. 00:01:44.900 --> 00:01:46.970 And so we need some term that accounts for that, 00:01:46.970 --> 00:01:49.640 a term that accounts for taking away the pressure 00:01:49.640 --> 00:01:51.490 due to intermolecular forces. 00:01:51.490 --> 00:01:56.127 So term for intermolecular forces. 00:02:01.720 --> 00:02:03.427 Now I know what some of y'all are thinking. 00:02:03.427 --> 00:02:05.070 "Do we always subtract? 00:02:05.070 --> 00:02:06.970 Might not there be some situations 00:02:06.970 --> 00:02:10.200 in which we actually have repulsive forces between particles 00:02:10.200 --> 00:02:12.000 and it would actually add to the pressure?" 00:02:12.000 --> 00:02:13.700 And there could be scenarios like that. 00:02:13.700 --> 00:02:16.850 You could imagine if they all have a strong negative charge, 00:02:16.850 --> 00:02:19.130 they wanna get away from each other as far as they can. 00:02:19.130 --> 00:02:22.030 And that could actually add to the pressure, 00:02:22.030 --> 00:02:24.810 but in that situation, we could subtract a negative 00:02:24.810 --> 00:02:27.140 and then that would be additive. 00:02:27.140 --> 00:02:30.010 Now, how could we take this into consideration? 00:02:30.010 --> 00:02:32.660 So we know from Coulomb's law that the force 00:02:32.660 --> 00:02:35.180 between two particles, two charged particles 00:02:35.180 --> 00:02:36.210 is going to be proportional 00:02:36.210 --> 00:02:39.670 to the charge on one particle times the charge 00:02:39.670 --> 00:02:43.350 on the other particle divided by the distance squared. 00:02:43.350 --> 00:02:46.220 Now, obviously if we're dealing with a lot of particles 00:02:46.220 --> 00:02:47.780 in a container, we're not gonna be able to think 00:02:47.780 --> 00:02:51.040 about the forces for between any two particles. 00:02:51.040 --> 00:02:52.470 But one way to think about it is 00:02:52.470 --> 00:02:55.420 in terms of how concentrated are the particles generally. 00:02:55.420 --> 00:02:56.840 So when we're trying to think of a term 00:02:56.840 --> 00:02:59.350 that takes into account the intermolecular forces 00:02:59.350 --> 00:03:00.840 or how much we're reducing the pressure 00:03:00.840 --> 00:03:03.110 because of those intermolecular forces, 00:03:03.110 --> 00:03:06.984 maybe that can be proportional to not just the concentration 00:03:06.984 --> 00:03:10.030 of the particles, and that'd be the number of particles 00:03:10.030 --> 00:03:13.764 divided by the volume, but that times itself, 00:03:13.764 --> 00:03:15.840 because we're talking about the interaction 00:03:15.840 --> 00:03:17.390 between two particles at a time, 00:03:17.390 --> 00:03:19.060 very similar to what we see in Coulomb's law, 00:03:19.060 --> 00:03:19.893 because the end of the day 00:03:19.893 --> 00:03:21.760 these really are just Coulomb forces. 00:03:21.760 --> 00:03:23.990 So this thing right over here is gonna be proportional 00:03:23.990 --> 00:03:26.560 to the concentration times itself. 00:03:26.560 --> 00:03:29.600 Or we could maybe call this some constant, 00:03:29.600 --> 00:03:34.600 for the proportionality, times n over v squared, 00:03:34.950 --> 00:03:37.700 where a would depend on the attractive forces 00:03:37.700 --> 00:03:39.240 between gas particles. 00:03:39.240 --> 00:03:40.810 And what we have just constructed, 00:03:40.810 --> 00:03:43.950 and let me rewrite it again, this ideal gas equation, 00:03:43.950 --> 00:03:46.410 and actually let me put this orange term 00:03:46.410 --> 00:03:47.630 back on the left hand side. 00:03:47.630 --> 00:03:51.167 So if I write it this way, that pressure plus a 00:03:53.530 --> 00:03:58.530 times n over v squared is equal to n R T 00:04:01.830 --> 00:04:04.730 over the volume of our container 00:04:04.730 --> 00:04:07.820 minus the number of molecules we have 00:04:07.820 --> 00:04:11.660 times some constant b, based on how large on average 00:04:11.660 --> 00:04:14.190 those molecules or those particles are. 00:04:14.190 --> 00:04:18.480 This right over here is a pretty good competence equation 00:04:18.480 --> 00:04:20.780 for when we're dealing with more real gases, 00:04:20.780 --> 00:04:22.600 ones that have intermolecular forces, 00:04:22.600 --> 00:04:25.670 and one where the actual particles have volume. 00:04:25.670 --> 00:04:28.140 And this actually does a pretty good job, 00:04:28.140 --> 00:04:29.420 and there's a name for it, 00:04:29.420 --> 00:04:33.080 it's called the Van der Waals equation. 00:04:33.080 --> 00:04:35.020 And there's many different ways you might see it, 00:04:35.020 --> 00:04:36.440 you could see it written like this, 00:04:36.440 --> 00:04:38.260 or we could try to take this blue part 00:04:38.260 --> 00:04:39.550 and get it on the left hand side 00:04:39.550 --> 00:04:41.820 so it really looks like what we saw at the top. 00:04:41.820 --> 00:04:44.320 Where there it would be written as, and I'll write it, 00:04:44.320 --> 00:04:45.180 actually write it this way. 00:04:45.180 --> 00:04:50.180 Pressure plus some constant times the density squared, 00:04:52.180 --> 00:04:54.070 let me close that parentheses, 00:04:54.070 --> 00:04:58.920 times the volume minus the number of molecules 00:04:58.920 --> 00:05:03.480 times some constant is going to be equal n R T, 00:05:03.480 --> 00:05:06.390 is going to be equal to n R T. 00:05:06.390 --> 00:05:08.350 And all of this looks really complicated, 00:05:08.350 --> 00:05:11.000 but the end of the day it is just our ideal gas law 00:05:11.000 --> 00:05:13.730 modified for intermolecular forces 00:05:13.730 --> 00:05:16.513 and the actual volume of the particles.
Electronic transitions and energy
https://www.youtube.com/watch?v=ukYSvaRyE3c
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en
WEBVTT Kind: captions Language: en 00:00:00.930 --> 00:00:02.150 - [Lecturer] In this video, 00:00:02.150 --> 00:00:06.310 we're going to be talking about exciting electrons. 00:00:06.310 --> 00:00:07.810 We can interpret that both ways 00:00:07.810 --> 00:00:09.560 that electrons can be exciting 00:00:09.560 --> 00:00:11.050 and that we're going to excite them 00:00:11.050 --> 00:00:12.990 into higher energy levels. 00:00:12.990 --> 00:00:14.470 Or we're going to think about what happens 00:00:14.470 --> 00:00:16.000 when they get unexcited, 00:00:16.000 --> 00:00:18.560 when they go back into lower energy levels. 00:00:18.560 --> 00:00:20.040 And to help us understand this, 00:00:20.040 --> 00:00:21.800 I'll start with a simple atom. 00:00:21.800 --> 00:00:23.700 Hydrogen is the simplest I know, 00:00:23.700 --> 00:00:26.060 and we're gonna think about the version of a hydrogen 00:00:26.060 --> 00:00:27.430 that we typically see the isotope 00:00:27.430 --> 00:00:30.190 that only has one proton in its nucleus. 00:00:30.190 --> 00:00:34.590 And it typically has one or will have one electron 00:00:34.590 --> 00:00:36.380 if it's a neutral hydrogen atom 00:00:36.380 --> 00:00:38.600 and it would normally be in its ground state, 00:00:38.600 --> 00:00:39.810 if it isn't excited yet. 00:00:39.810 --> 00:00:41.360 So it's going to be in that first shell 00:00:41.360 --> 00:00:42.970 but it can be excited to other shells. 00:00:42.970 --> 00:00:45.560 It could be excited to the second shell 00:00:45.560 --> 00:00:49.080 or the third shell 00:00:49.080 --> 00:00:50.450 or the fourth shell. 00:00:50.450 --> 00:00:51.990 And this is obviously hand drawn 00:00:51.990 --> 00:00:53.350 and not hand drawn that well, 00:00:53.350 --> 00:00:55.470 and this is really just to help us 00:00:55.470 --> 00:00:56.780 for visualization purposes. 00:00:56.780 --> 00:00:59.320 We know that electrons don't orbit nuclei 00:00:59.320 --> 00:01:01.200 the way planets orbit stars. 00:01:01.200 --> 00:01:04.300 They have both particle and wave like properties, 00:01:04.300 --> 00:01:06.300 and they're more of a probability density function 00:01:06.300 --> 00:01:07.680 of where you might find them. 00:01:07.680 --> 00:01:10.050 And these energy levels are associated 00:01:10.050 --> 00:01:13.990 with different probability densities of various energies. 00:01:13.990 --> 00:01:16.420 But this is what an electron will typically look like. 00:01:16.420 --> 00:01:19.210 If we're thinking about just a neutral hydrogen atom, 00:01:19.210 --> 00:01:21.260 where the electrons in its ground state. 00:01:21.260 --> 00:01:23.424 Now let's say we're dealing with a hydrogen atom 00:01:23.424 --> 00:01:25.860 where the electron has already been excited a little bit. 00:01:25.860 --> 00:01:27.810 So instead of it being in the first shell, 00:01:27.810 --> 00:01:31.970 it's already in the second shell right over here. 00:01:31.970 --> 00:01:34.820 And what we're going to do is we're gonna hit it 00:01:34.820 --> 00:01:38.470 with a photon that excites it even more. 00:01:38.470 --> 00:01:39.590 And the photon. 00:01:39.590 --> 00:01:41.760 And we know that light has both particle 00:01:41.760 --> 00:01:42.990 and wave like properties. 00:01:42.990 --> 00:01:44.180 When we think of it as a particle, 00:01:44.180 --> 00:01:45.760 we think of it as a photon, 00:01:45.760 --> 00:01:47.860 but I will depict it like this. 00:01:47.860 --> 00:01:52.860 So this light has a wavelength of 486 nanometers. 00:01:55.630 --> 00:01:59.520 And we know that that photon that hits it 00:01:59.520 --> 00:02:01.900 with a wavelength of 486 nanometers 00:02:01.900 --> 00:02:06.680 has sufficient energy to excite this electron in this case, 00:02:06.680 --> 00:02:11.220 actually from N equals two from the second shell 00:02:11.220 --> 00:02:12.590 to the fourth shell. 00:02:12.590 --> 00:02:17.590 So it'll go all the way over there. 00:02:17.900 --> 00:02:20.252 So it will absorb that photon. 00:02:20.252 --> 00:02:23.760 And then after some time it can come back down 00:02:23.760 --> 00:02:26.030 and when it comes back down, I could do it over here. 00:02:26.030 --> 00:02:30.530 So after some time it can, that electron right over here, 00:02:30.530 --> 00:02:34.370 that excited electron, it can go back from the fourth shell 00:02:34.370 --> 00:02:35.920 to the second shell. 00:02:35.920 --> 00:02:36.930 And when it does it, 00:02:36.930 --> 00:02:41.530 it will emit a photon of that same wavelength. 00:02:41.530 --> 00:02:43.060 So why is that does that 00:02:43.060 --> 00:02:48.060 it will emit a photon of 486 nanometers. 00:02:50.070 --> 00:02:50.903 So just like that, 00:02:50.903 --> 00:02:52.820 we already are starting to understand 00:02:52.820 --> 00:02:54.610 that photons of the right energy 00:02:54.610 --> 00:02:59.380 can excite an electron by a shell or more than one shell. 00:02:59.380 --> 00:03:00.500 When we talk about quantum mechanics, 00:03:00.500 --> 00:03:03.380 is this notion that photons need a certain amount of energy 00:03:03.380 --> 00:03:05.350 in order to be able to excite the electron 00:03:05.350 --> 00:03:08.470 to the next energy level or the energy level after that. 00:03:08.470 --> 00:03:10.360 Things in between don't work. 00:03:10.360 --> 00:03:13.220 And the same thing is true when you're emitting the energy, 00:03:13.220 --> 00:03:16.460 the electrons is not gonna go from the fourth energy level 00:03:16.460 --> 00:03:19.310 to someplace in between the fourth and the third. 00:03:19.310 --> 00:03:20.380 It can't do that. 00:03:20.380 --> 00:03:22.480 It has these quantum states. 00:03:22.480 --> 00:03:24.200 It's going to be there in the fourth or the third 00:03:24.200 --> 00:03:26.230 or the second or the first, 00:03:26.230 --> 00:03:28.910 there's no such thing as a three and a half shell. 00:03:28.910 --> 00:03:31.660 And we can actually answer based on this, 00:03:31.660 --> 00:03:34.090 we can think about what is the energy difference 00:03:34.090 --> 00:03:36.340 between these shells. 00:03:36.340 --> 00:03:38.710 And the energy difference between the shells 00:03:38.710 --> 00:03:42.100 is essentially the energy of the photon that we emit 00:03:42.100 --> 00:03:44.570 when we go from the fourth energy shell 00:03:44.570 --> 00:03:47.000 from the fourth shell to the second shell. 00:03:47.000 --> 00:03:48.990 To figure out the energy of that photon, 00:03:48.990 --> 00:03:51.820 we just have to think about some useful formulas 00:03:51.820 --> 00:03:53.520 in quantum mechanics. 00:03:53.520 --> 00:03:56.200 The first and I'm gonna just look at it right over here 00:03:56.200 --> 00:03:58.830 is that the energy is equal to Planck's constant 00:03:58.830 --> 00:04:00.430 times the frequency. 00:04:00.430 --> 00:04:01.950 So this thing that looks like a V 00:04:01.950 --> 00:04:03.292 this is actually the Greek letter, 00:04:03.292 --> 00:04:06.050 the lowercase Greek letter Nu, 00:04:06.050 --> 00:04:08.480 and this is what we typically use for frequency, 00:04:08.480 --> 00:04:10.340 especially when we're talking about frequencies 00:04:10.340 --> 00:04:11.470 of things like light. 00:04:11.470 --> 00:04:14.900 And we also know how to go between frequency and wavelength, 00:04:14.900 --> 00:04:16.470 because we see that the speed of light 00:04:16.470 --> 00:04:20.120 is equal to whatever the wavelength of that light is 00:04:20.120 --> 00:04:22.530 times the frequency of that light. 00:04:22.530 --> 00:04:25.590 So how would we figure out the energy of one photon, 00:04:25.590 --> 00:04:28.290 of 486 nanometer light? 00:04:28.290 --> 00:04:30.130 Well, we could think about it this way. 00:04:30.130 --> 00:04:32.670 We can first figure out its frequency 00:04:32.670 --> 00:04:35.680 using C is equal to Lambda times new. 00:04:35.680 --> 00:04:37.100 Let me write this down. 00:04:37.100 --> 00:04:39.390 So we know that see the speed of light 00:04:39.390 --> 00:04:41.810 is equal to the wavelength of the light 00:04:41.810 --> 00:04:46.040 times the frequency of that light. 00:04:46.040 --> 00:04:48.160 And so if we know the wavelength, 00:04:48.160 --> 00:04:50.380 we can figure out the frequency 00:04:50.380 --> 00:04:53.260 by dividing both sides by Lambda. 00:04:53.260 --> 00:04:54.810 So let's do that. 00:04:54.810 --> 00:04:56.800 So if we divide both sides by Lambda, 00:04:56.800 --> 00:05:00.030 we get that the frequency of the light 00:05:00.030 --> 00:05:02.060 is going to be equal to the speed of light 00:05:02.060 --> 00:05:04.290 divided by the wavelength of the light. 00:05:04.290 --> 00:05:06.550 Remember, they've given us the wavelength of the light here, 00:05:06.550 --> 00:05:09.940 486 nanometers, or at least I have given it to you. 00:05:09.940 --> 00:05:12.420 And then you could take this and plug it back 00:05:12.420 --> 00:05:14.790 into Planck's equation up here, 00:05:14.790 --> 00:05:16.540 that energy is equal to Planck's constant 00:05:16.540 --> 00:05:19.390 times the frequency to figure out the energy. 00:05:19.390 --> 00:05:20.770 So let me write that down. 00:05:20.770 --> 00:05:24.720 So the energy is going to be equal to Planck's constant 00:05:24.720 --> 00:05:26.040 times the frequency, 00:05:26.040 --> 00:05:27.720 well we know the frequency right over here. 00:05:27.720 --> 00:05:31.190 So it's going to be equal to Planck's constant times, 00:05:31.190 --> 00:05:36.190 the speed of light divided by the wavelength of our light, 00:05:36.810 --> 00:05:40.370 which we know is 486 nanometers, 00:05:40.370 --> 00:05:44.500 486 nanometers. 00:05:44.500 --> 00:05:47.170 So we could say, just scroll down a little bit, 00:05:47.170 --> 00:05:49.930 that the energy is going to be equal to Planck's constant 00:05:49.930 --> 00:05:54.930 times the speed of light divided by 00:05:55.480 --> 00:05:58.360 instead of writing the wave length is 486 nanometers, 00:05:58.360 --> 00:06:03.360 I can write it as 486 times 10 to the negative ninth meters 00:06:06.530 --> 00:06:10.260 a nanometer is just one billionth of a meter, 00:06:10.260 --> 00:06:12.060 and then we can just get our calculator out 00:06:12.060 --> 00:06:14.010 and we know what Planck's constant is. 00:06:14.010 --> 00:06:14.950 They give it right over here. 00:06:14.950 --> 00:06:17.120 We know what the speed of light is right over here. 00:06:17.120 --> 00:06:19.140 And we know that we have a maximum, 00:06:19.140 --> 00:06:21.350 over here they're giving us four significant figures 00:06:21.350 --> 00:06:22.280 in each of these. 00:06:22.280 --> 00:06:24.270 And then we have three significant figures here. 00:06:24.270 --> 00:06:25.210 So our answer's going to be 00:06:25.210 --> 00:06:27.134 in terms of three significant figures. 00:06:27.134 --> 00:06:32.134 I'm going to get Planck's constant, which is 6.626 00:06:34.550 --> 00:06:38.170 times 10 to the negative 34th joule seconds. 00:06:38.170 --> 00:06:39.960 So let me write that down. 00:06:39.960 --> 00:06:44.960 So times 10 to the negative 34th, 00:06:45.370 --> 00:06:48.460 and I'm gonna multiply that times the speed of light. 00:06:48.460 --> 00:06:50.713 So times 2.998 00:06:54.140 --> 00:06:59.130 times 10 to the eighth meters per second 00:06:59.130 --> 00:07:01.070 gets me this business. 00:07:01.070 --> 00:07:03.413 And then I'm gonna divide that by 486 00:07:07.200 --> 00:07:11.670 times 10 to the negative ninth gives me, 00:07:11.670 --> 00:07:14.530 I think we deserve a little bit of a drum roll, 00:07:14.530 --> 00:07:16.170 gives me this. 00:07:16.170 --> 00:07:19.950 And if we were to look at three significant figures, 00:07:19.950 --> 00:07:24.950 this would be 4.09 times 10 to the negative 19th. 00:07:26.190 --> 00:07:28.870 And Planck's constant here has given in terms of jewels, 00:07:28.870 --> 00:07:33.870 4.09 times 10 to the negative 19 joules. 00:07:35.950 --> 00:07:37.710 So what that tells us is that the difference 00:07:37.710 --> 00:07:40.820 in these energy levels is this many joules 00:07:40.820 --> 00:07:42.580 or the energy of that photon 00:07:42.580 --> 00:07:45.640 that has a wavelength of 486 nanometers. 00:07:45.640 --> 00:07:50.640 That energy is 4.09 times 10 to the negative 19 joules.
Spectrophotometry and the Beer–Lambert Law
https://www.youtube.com/watch?v=fJRJLUYZe9c
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https://www.youtube.com/api/timedtext?v=fJRJLUYZe9c&ei=8lWUZdiCDquhp-oP97OSuAc&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245346&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=0FBE6167DD45F2E0F8FBA5925544986AC46E5950.3C6B16A44C9D464F743F02ACCA463EDA9AC5924A&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.700 --> 00:00:02.959 - [Instructor] What I want to do in this video is 00:00:02.959 --> 00:00:05.020 to talk a little bit about spectrophotometry. 00:00:05.020 --> 00:00:09.330 Spectrophotometry, photometry, 00:00:09.330 --> 00:00:12.120 which sounds fairly sophisticated, 00:00:12.120 --> 00:00:15.480 but it's really based on a fairly simple principle. 00:00:15.480 --> 00:00:19.356 So if I have, let's say we have two solutions 00:00:19.356 --> 00:00:21.620 that contain some type of solute. 00:00:21.620 --> 00:00:25.240 So that is solution one, and then this is solution two. 00:00:25.240 --> 00:00:28.620 And let's just assume that our beakers have the same width. 00:00:28.620 --> 00:00:30.390 Now let's say solution, let me put it right here. 00:00:30.390 --> 00:00:33.540 Number one, and number two. 00:00:33.540 --> 00:00:34.840 Now let's say that solution one 00:00:34.840 --> 00:00:37.870 has less of the solute in it. 00:00:37.870 --> 00:00:39.900 So let me, let me make... 00:00:39.900 --> 00:00:42.270 So that's the water line right there. 00:00:42.270 --> 00:00:44.520 So this guy has less of it, and let's say it's yellow, 00:00:44.520 --> 00:00:46.330 or to our eyes, it looks yellow. 00:00:46.330 --> 00:00:48.160 So this has less of it. 00:00:48.160 --> 00:00:50.410 So this hasm actuallym let me do it this way. 00:00:50.410 --> 00:00:51.550 Let me shade it in like this. 00:00:51.550 --> 00:00:54.400 So it has less of it. 00:00:54.400 --> 00:00:57.720 And let's say solution number two has more of the solute, 00:00:57.720 --> 00:00:59.160 so it's more. 00:00:59.160 --> 00:01:01.550 So I'll just kind of represent that 00:01:01.550 --> 00:01:03.820 as more closely packed lines. 00:01:03.820 --> 00:01:06.410 So the concentration of the solute is higher here. 00:01:06.410 --> 00:01:09.080 So let me write higher concentration. 00:01:09.080 --> 00:01:11.063 Higher concentration. 00:01:12.150 --> 00:01:14.800 Concentration, and let's say, 00:01:14.800 --> 00:01:19.650 and this is a lower, lower concentration. 00:01:19.650 --> 00:01:21.480 Now let's think about what will happen 00:01:21.480 --> 00:01:25.920 if we shine some light through each of these beakers, 00:01:25.920 --> 00:01:29.510 and let's just assume that we are shining at a wavelength 00:01:29.510 --> 00:01:32.687 of light that is specific to the... 00:01:32.687 --> 00:01:35.120 That that is specifically sensitive to the solute 00:01:35.120 --> 00:01:37.080 that we have dissolved in here. 00:01:37.080 --> 00:01:39.980 But I'll just leave that pretty general right now. 00:01:39.980 --> 00:01:43.530 So let's say I have some light here of some intensity. 00:01:43.530 --> 00:01:45.350 So let's just call that... 00:01:45.350 --> 00:01:48.610 Let's call that the incident intensity. 00:01:48.610 --> 00:01:51.930 I'll just say that it's I0, so it's some intensity. 00:01:51.930 --> 00:01:54.730 What's going to happen as the light exits 00:01:54.730 --> 00:01:57.450 the other side of this beaker right here? 00:01:57.450 --> 00:02:00.470 Well, some of it is going to be absorbed 00:02:00.470 --> 00:02:03.148 by our little molecules inside the beaker, 00:02:03.148 --> 00:02:05.320 so you're going to have less light 00:02:05.320 --> 00:02:06.450 come out to the other side. 00:02:06.450 --> 00:02:07.533 I'll call this I1. 00:02:09.530 --> 00:02:13.700 Now, in this situation, if we shined the same amount 00:02:13.700 --> 00:02:17.118 of light into this beaker, so it's the same number that is, 00:02:17.118 --> 00:02:18.380 that is the same, the same intensity of light, 00:02:18.380 --> 00:02:19.530 what's going to happen? 00:02:20.369 --> 00:02:22.540 Well, more is going to be absorbed as the light 00:02:22.540 --> 00:02:23.830 travels through this beaker. 00:02:23.830 --> 00:02:27.180 It's just going to bump into more molecules, 00:02:27.180 --> 00:02:29.180 'cause it's a higher concentration here. 00:02:29.180 --> 00:02:31.510 So the light that comes out when you have 00:02:31.510 --> 00:02:34.890 a higher concentration, I'll call that the intensity, 00:02:34.890 --> 00:02:37.946 I'll call that I2, this is going to have 00:02:37.946 --> 00:02:41.720 a lower intensity of light that's being transmitted 00:02:41.720 --> 00:02:42.710 than this one over here. 00:02:42.710 --> 00:02:47.020 In this case, I2 is going to have a lower intensity, 00:02:47.020 --> 00:02:49.680 is going to be less than I1. 00:02:49.680 --> 00:02:54.520 If you have another beaker that is maybe twice as wide, 00:02:54.520 --> 00:02:57.210 it's twice as wide, and let's say it has the same 00:02:57.210 --> 00:02:59.670 concentration as number two, we'll call this one 00:02:59.670 --> 00:03:03.000 number three, it has the same concentration as number two. 00:03:03.000 --> 00:03:05.420 So I'll try to make it look fairly similar, 00:03:05.420 --> 00:03:08.270 and you were to shine some light in here. 00:03:08.270 --> 00:03:10.670 Let's say you shine the same light in here, 00:03:10.670 --> 00:03:13.840 and you have some light that makes it through, that exits, 00:03:13.840 --> 00:03:16.600 and then this is actually what your eyes would see. 00:03:16.600 --> 00:03:19.300 So this is I3 right there. 00:03:19.300 --> 00:03:20.700 What do you think's going to happen? 00:03:20.700 --> 00:03:23.240 Well, it's the same concentration, but this light 00:03:23.240 --> 00:03:26.110 has to travel a further distance of that concentration. 00:03:26.110 --> 00:03:29.130 So once again, it's going to bump into more molecules 00:03:29.130 --> 00:03:32.130 and more of it will be absorbed, 00:03:32.130 --> 00:03:34.520 and so less light will be transmitted. 00:03:34.520 --> 00:03:36.023 So I2 is less than I1, and I3, 00:03:37.890 --> 00:03:40.040 I3 is actually going to be the least. 00:03:40.040 --> 00:03:42.890 And if you were looking at these, this has the least light, 00:03:42.890 --> 00:03:44.580 this has a little bit more light being transmitted, 00:03:44.580 --> 00:03:46.940 this has the most light being transmitted. 00:03:46.940 --> 00:03:47.960 So if you were to look at this, 00:03:47.960 --> 00:03:50.280 if you placed your eyeball right here, 00:03:50.280 --> 00:03:52.960 this one right here would have the lightest color. 00:03:52.960 --> 00:03:55.140 You're getting the most light into your eye. 00:03:55.140 --> 00:03:56.910 This would be a slightly darker color, 00:03:56.910 --> 00:03:58.750 and this would be the darkest color. 00:03:58.750 --> 00:04:00.030 That makes complete sense. 00:04:00.030 --> 00:04:02.520 If you dissolve something, if you dissolve a little bit 00:04:02.520 --> 00:04:04.490 of something in water, it will still be pretty transparent. 00:04:04.490 --> 00:04:06.740 If you dissolve a lot of something in water, 00:04:06.740 --> 00:04:08.090 it'll be more opaque. 00:04:08.090 --> 00:04:09.990 And if the cup that you're dissolving in, 00:04:09.990 --> 00:04:12.370 or the beaker that you're in, gets even longer, 00:04:12.370 --> 00:04:14.200 it'll get even more opaque. 00:04:14.200 --> 00:04:16.441 So hopefully, that gives you the intuition 00:04:16.441 --> 00:04:18.660 behind spectrophotometry. 00:04:18.660 --> 00:04:20.598 And so the next question is, well, 00:04:20.598 --> 00:04:21.977 what is it even good for? 00:04:21.977 --> 00:04:22.810 Why would I even care? 00:04:22.810 --> 00:04:24.720 Well, you could actually use this information. 00:04:24.720 --> 00:04:27.150 You could see how much light is transmitted 00:04:27.150 --> 00:04:29.740 versus how much you put in to actually figure out 00:04:29.740 --> 00:04:31.210 the concentration of a solution. 00:04:31.210 --> 00:04:32.880 That's why we're even talking about it 00:04:32.880 --> 00:04:35.010 in a chemistry context. 00:04:35.010 --> 00:04:36.060 So before we do that, 00:04:37.587 --> 00:04:39.839 and I'll show you an example of that in the next video, 00:04:39.839 --> 00:04:42.640 let me just define some, really, some terms of ways 00:04:42.640 --> 00:04:44.560 of measuring how concentrated this is, 00:04:44.560 --> 00:04:47.330 or ways of measuring how much light is transmitted 00:04:47.330 --> 00:04:49.121 versus how much was put in. 00:04:49.121 --> 00:04:53.403 So the first thing I will define is transmittance. 00:04:56.730 --> 00:04:59.080 And so when the people who defined it said, well, 00:04:59.080 --> 00:05:01.100 you know, what we care about is how much is transmitted 00:05:01.100 --> 00:05:04.520 versus how much went in, so let's just define transmittance 00:05:04.520 --> 00:05:05.770 as that ratio. 00:05:05.770 --> 00:05:08.420 So in this example, the transmittance of number one 00:05:08.420 --> 00:05:11.306 would be the amount that got through 00:05:11.306 --> 00:05:14.570 over the amount that you put in. 00:05:14.570 --> 00:05:18.470 Over here, the transmittance would be the amount 00:05:18.470 --> 00:05:21.430 that you got out over the amount that you put in. 00:05:21.430 --> 00:05:25.290 And as we see, this one right here will be a lower number. 00:05:25.290 --> 00:05:27.580 I2 is lower than I1, 00:05:27.580 --> 00:05:31.020 so this will have a lower transmittance then number one. 00:05:31.020 --> 00:05:32.900 So let's call this transmittance two. 00:05:32.900 --> 00:05:34.420 This is transmittance one. 00:05:34.420 --> 00:05:39.260 And transmittance three is the light that comes out, 00:05:39.260 --> 00:05:42.610 that gets through, over the light that goes in, 00:05:42.610 --> 00:05:44.760 and this is the smallest number, followed by that, 00:05:44.760 --> 00:05:45.630 followed by that. 00:05:45.630 --> 00:05:47.540 So this will have the least transmittance, 00:05:47.540 --> 00:05:50.540 it's the most opaque, followed by that, followed by that. 00:05:50.540 --> 00:05:53.300 Now another definition, which is really kind of 00:05:53.300 --> 00:05:55.240 a derivative of the transmittance, 00:05:55.240 --> 00:05:56.450 and not in the calculus sense, 00:05:56.450 --> 00:05:58.970 it's just derived from transmittance, and we'll see, 00:05:58.970 --> 00:06:02.260 it has pretty neat properties, is the notion of absorbance. 00:06:02.260 --> 00:06:03.800 And so here, we're trying to measure, 00:06:03.800 --> 00:06:05.090 how good is it at absorbing? 00:06:05.090 --> 00:06:06.920 This is measuring, how good are you at transmitting? 00:06:06.920 --> 00:06:08.900 A higher number says you're transmitting a lot, 00:06:08.900 --> 00:06:11.270 but absorbance is how good you're absorbing, 00:06:11.270 --> 00:06:12.380 so it's kind of the opposite. 00:06:12.380 --> 00:06:13.380 If you're good at transmitting, 00:06:13.380 --> 00:06:14.720 that means you're bad at absorbing, 00:06:14.720 --> 00:06:16.130 You don't have a lot to absorb. 00:06:16.130 --> 00:06:17.540 If you're good at absorbing, 00:06:17.540 --> 00:06:19.430 that means you're not transmitting much. 00:06:19.430 --> 00:06:20.710 So absorbance. 00:06:21.820 --> 00:06:26.020 Absorbance, right here, and absorbance is defined 00:06:26.020 --> 00:06:31.020 as the negative log of transmittance. 00:06:31.040 --> 00:06:34.010 And this logarithm is base 10, 00:06:34.010 --> 00:06:36.610 or you could view that if the transmittance, we've already 00:06:36.610 --> 00:06:41.150 defined as the negative, the negative log of the light 00:06:41.150 --> 00:06:46.080 that is transmitted over the light that is input, 00:06:46.080 --> 00:06:47.750 but the easiest way is the negative log 00:06:47.750 --> 00:06:49.344 of the transmittance. 00:06:49.344 --> 00:06:50.350 And so, if transmittance is a large number, 00:06:50.350 --> 00:06:52.900 absorbance is a small number, which makes sense. 00:06:52.900 --> 00:06:54.700 Now, what's also cool about this. 00:06:54.700 --> 00:06:56.810 is there something called the Beer-Lambert law, 00:06:56.810 --> 00:06:59.500 which you could verify, and this is... 00:06:59.500 --> 00:07:01.790 We'll actually use this in the next video, 00:07:01.790 --> 00:07:04.610 Beer-Lambert law. 00:07:04.610 --> 00:07:07.180 I actually don't know the history of where it came from, 00:07:07.180 --> 00:07:09.160 and I'm sure it's based on somebody named Beer, 00:07:09.160 --> 00:07:11.540 but I always imagined it's based on someone transmitting 00:07:11.540 --> 00:07:14.707 light through beer, the Beer-Lambert law. 00:07:16.688 --> 00:07:20.380 And this tells us, this tells us that the absorbance 00:07:20.380 --> 00:07:24.360 is proportional to the path length. 00:07:24.360 --> 00:07:27.030 So this would be, how far does the light have to go 00:07:27.030 --> 00:07:28.230 through the solution? 00:07:28.230 --> 00:07:31.230 So it's proportional to the path length 00:07:31.230 --> 00:07:34.920 times the concentration, times the concentration. 00:07:34.920 --> 00:07:38.550 Usually we use molarity for the concentration. 00:07:38.550 --> 00:07:41.970 Or another way to say it is that the absorbance 00:07:41.970 --> 00:07:43.910 is equal to some constant. 00:07:43.910 --> 00:07:46.600 It's usually a lowercase Epsilon like that. 00:07:46.600 --> 00:07:50.400 Some constant, and this is dependent on the solution, 00:07:50.400 --> 00:07:53.210 or the solute in question, what we actually have in here 00:07:53.210 --> 00:07:56.113 and the temperature and the pressure and all of that. 00:07:56.113 --> 00:08:00.330 It's equal to constant times the length it has to travel, 00:08:00.330 --> 00:08:02.150 times the concentration. 00:08:02.150 --> 00:08:03.360 Let me make it clear right here. 00:08:03.360 --> 00:08:04.840 This thing right here, 00:08:04.840 --> 00:08:07.253 this thing right here is concentration. 00:08:08.480 --> 00:08:10.100 Concentration. 00:08:10.100 --> 00:08:12.830 The reason why this is super useful, as you can imagine, 00:08:12.830 --> 00:08:15.863 so let's say we have an axis right here. 00:08:16.890 --> 00:08:20.620 That's axis, and over here, I'm measuring concentration. 00:08:20.620 --> 00:08:22.820 This is our concentration axis, 00:08:22.820 --> 00:08:24.809 and we're measuring it as molarity. 00:08:24.809 --> 00:08:26.730 And let's say the molarity starts at zero. 00:08:26.730 --> 00:08:31.297 It goes, you know, I don't know, .1, .2, .3, 00:08:32.390 --> 00:08:33.570 so on and so forth. 00:08:33.570 --> 00:08:36.400 And over here, you are measuring absorbance. 00:08:36.400 --> 00:08:39.040 In the vertical axis you measure absorbance. 00:08:39.040 --> 00:08:42.100 Now, let's say you have some solution, 00:08:42.100 --> 00:08:43.390 and you know the concentration, 00:08:43.390 --> 00:08:46.620 you know it is a .1 molar concentration. 00:08:46.620 --> 00:08:49.090 So let me write down M for molar. 00:08:49.090 --> 00:08:50.237 And you measure its absorbance 00:08:50.237 --> 00:08:51.770 and you just get some number here. 00:08:51.770 --> 00:08:54.840 So you measure its absorbance and you get its absorbance, 00:08:54.840 --> 00:08:57.660 so this is a low concentration, didn't absorb that much. 00:08:57.660 --> 00:08:59.660 You get, I don't know some number here, 00:08:59.660 --> 00:09:00.760 so let's say it's .25. 00:09:04.940 --> 00:09:08.490 And then let's say that you then take another known 00:09:08.490 --> 00:09:11.460 concentration, let's say .2 molar, 00:09:11.460 --> 00:09:14.130 and you say that, oh look, it has an absorbance 00:09:14.130 --> 00:09:18.060 right here at .5, and I should put a zero in front of these. 00:09:18.060 --> 00:09:20.300 0.5 and 0.25. 00:09:20.300 --> 00:09:22.980 What this tells you, this is a linear relationship. 00:09:22.980 --> 00:09:24.807 For any concentration, 00:09:24.807 --> 00:09:27.170 the absorbance is going to be on a line. 00:09:27.170 --> 00:09:29.560 And if you want a little review of algebra, 00:09:29.560 --> 00:09:31.390 Epsilon times the length will be the slope. 00:09:31.390 --> 00:09:33.660 But the important thing to realize 00:09:33.660 --> 00:09:35.780 is that you have a line here. 00:09:35.780 --> 00:09:37.860 You have a line here, and why? 00:09:37.860 --> 00:09:39.660 And the reason that's useful is you could use a little bit 00:09:39.660 --> 00:09:41.330 of algebra, figure out the equation of a line, 00:09:41.330 --> 00:09:43.770 or you could just look at it graphically and say, okay, 00:09:43.770 --> 00:09:45.750 I had two known concentrations, 00:09:45.750 --> 00:09:47.930 and I was able to figure out the absorbance. 00:09:47.930 --> 00:09:50.310 You can then go the other way around. 00:09:50.310 --> 00:09:53.770 You could then measure for some unknown concentration. 00:09:53.770 --> 00:09:55.110 You could figure out its absorbance. 00:09:55.110 --> 00:09:56.727 So let's say there's some unknown concentration, 00:09:56.727 --> 00:10:00.670 and you figure out its absorbance is right over here. 00:10:00.670 --> 00:10:02.060 Let's say it's .4. 00:10:02.060 --> 00:10:04.200 Then you can just go on this line right here, and you say, 00:10:04.200 --> 00:10:06.500 okay, well then that must be, 00:10:06.500 --> 00:10:08.840 that must be a concentration of this, well, 00:10:08.840 --> 00:10:10.040 whatever number this is. 00:10:10.040 --> 00:10:11.860 And you could measure it, 00:10:11.860 --> 00:10:13.587 or you could actually figure it out algebraically. 00:10:13.587 --> 00:10:16.920 And so this will be pretty close to .2 molar, 00:10:16.920 --> 00:10:18.710 a little bit less than 0.2 molar. 00:10:18.710 --> 00:10:20.620 And we're gonna actually do an example of that 00:10:20.620 --> 00:10:21.953 in the next video.
Worked example: Calculating concentration using the Beer–Lambert law
https://www.youtube.com/watch?v=pbbHg_9zFbI
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WEBVTT Kind: captions Language: en 00:00:00.173 --> 00:00:01.290 - [Instructor] So I have a question here 00:00:01.290 --> 00:00:03.740 from the Kotz, Treichel, and Townsend Chemistry 00:00:03.740 --> 00:00:05.320 and Chemical Reactivity book, 00:00:05.320 --> 00:00:07.220 and I got their permission to do this. 00:00:07.220 --> 00:00:11.130 And it says a solution of potassium permanganate 00:00:11.130 --> 00:00:15.143 has an absorbance of 0.539 00:00:16.840 --> 00:00:20.420 when measured at 540 nanometers 00:00:20.420 --> 00:00:23.291 in a one centimeter cell. 00:00:23.291 --> 00:00:28.291 What is the concentration of the potassium permanganate? 00:00:28.900 --> 00:00:33.060 Prior to determining the absorbance for the unknown solution 00:00:33.060 --> 00:00:35.720 the following calibration data were collected 00:00:35.720 --> 00:00:38.660 for the spectrophotometer. 00:00:38.660 --> 00:00:40.830 So the way that we would tackle this 00:00:40.830 --> 00:00:43.900 is we know that there is a linear relationship 00:00:43.900 --> 00:00:47.110 between absorbance and concentration. 00:00:47.110 --> 00:00:48.690 We could describe it something like this, 00:00:48.690 --> 00:00:50.930 that absorbance is going to be equal 00:00:50.930 --> 00:00:55.930 to sum slope times are concentration. 00:00:56.470 --> 00:00:58.440 And you could say sum y-intercept, 00:00:58.440 --> 00:01:00.040 if we're a purist about it, 00:01:00.040 --> 00:01:01.870 then the y intercept should be zero 00:01:01.870 --> 00:01:03.690 because at a zero concentration, 00:01:03.690 --> 00:01:06.090 you should have a zero absorbance. 00:01:06.090 --> 00:01:08.330 But the way that chemists would typically do it, 00:01:08.330 --> 00:01:12.120 is that they would put these points into a computer 00:01:12.120 --> 00:01:14.590 and then a computer do a linear aggression. 00:01:14.590 --> 00:01:15.990 You could also do that by hand 00:01:15.990 --> 00:01:18.990 but that's a little bit out of the scope of this video. 00:01:18.990 --> 00:01:21.050 And I did that, I went to Desmos 00:01:21.050 --> 00:01:24.560 and I typed in the numbers that they gave. 00:01:24.560 --> 00:01:26.960 And this is what I got, 00:01:26.960 --> 00:01:28.410 so I just typed in these numbers 00:01:28.410 --> 00:01:31.290 and then it fit a linear regression line to it 00:01:31.290 --> 00:01:34.240 and it got these parameters, m is equal to this 00:01:34.240 --> 00:01:36.240 and b is equal to this. 00:01:36.240 --> 00:01:37.970 Now we could say significant figures 00:01:37.970 --> 00:01:39.870 it seems like the small significant figures here 00:01:39.870 --> 00:01:41.360 we have have our three, 00:01:41.360 --> 00:01:43.390 but we could just view the m and the b 00:01:43.390 --> 00:01:45.750 as intermediate numbers in our calculations. 00:01:45.750 --> 00:01:48.570 What I'm going to do is I'm gonna use m and b, 00:01:48.570 --> 00:01:50.380 and then my final I'll answer 00:01:50.380 --> 00:01:53.170 I'm going to round to three significant figures. 00:01:53.170 --> 00:01:54.180 So what this tells us, 00:01:54.180 --> 00:01:57.333 is that absorbance is going to be 5.65333 00:02:01.070 --> 00:02:04.153 times our concentration minus 0.0086. 00:02:08.870 --> 00:02:11.710 And now they've given us what A is. 00:02:11.710 --> 00:02:14.530 Let me get rid of all of this stuff here. 00:02:14.530 --> 00:02:18.570 They told us that our absorbance is 0.539, 00:02:18.570 --> 00:02:23.570 so we know that 0.539 is equal to 5.65333C minus 0.0086. 00:02:32.680 --> 00:02:34.300 And then if you wanna solve for C, 00:02:34.300 --> 00:02:36.360 let's see, we could add this to both sides first. 00:02:36.360 --> 00:02:41.360 So you get 0.539 plus 0.0086 is equal to 5.65333C, 00:02:48.500 --> 00:02:50.360 and then divide both sides by this, 00:02:50.360 --> 00:02:52.200 and you would get C is equal to, 00:02:52.200 --> 00:02:54.920 is going to be approximately equal to, be a little careful 00:02:54.920 --> 00:02:58.060 all of these would really be approximate. 00:02:58.060 --> 00:03:03.060 C is gonna be equal to 0.539 plus 0.0086 divided by 5.65333. 00:03:12.370 --> 00:03:15.540 And of course we want to round to three significant figures. 00:03:15.540 --> 00:03:20.540 All right, 0.539 plus 0.0086 is equal to that, 00:03:23.870 --> 00:03:27.940 divided by 5.65333 is equal to this, 00:03:31.170 --> 00:03:33.660 so if we go three significant figures 00:03:33.660 --> 00:03:35.750 this is going to be 0.0969. 00:03:40.050 --> 00:03:41.780 So I would write the concentration 00:03:41.780 --> 00:03:44.213 is approximately 0.0969 Molar.
Introduction to spectroscopy
https://www.youtube.com/watch?v=LYseY0y2tgg
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WEBVTT Kind: captions Language: en 00:00:00.350 --> 00:00:03.250 - In this video, we're gonna talk about spectroscopy, 00:00:03.250 --> 00:00:05.120 which is all about the interactions 00:00:05.120 --> 00:00:06.900 between light and matter. 00:00:06.900 --> 00:00:08.740 And when we're talking about light, 00:00:08.740 --> 00:00:10.750 we're not just talking about visible light, 00:00:10.750 --> 00:00:14.910 We're talking about electromagnetic radiation in general. 00:00:14.910 --> 00:00:17.210 And so what I'm going to do to give us an intuition here 00:00:17.210 --> 00:00:20.480 is use the PhET simulator by the University of Colorado. 00:00:20.480 --> 00:00:22.700 I encourage you to go to this URL 00:00:22.700 --> 00:00:24.610 and try it out for yourself. 00:00:24.610 --> 00:00:27.170 But you can see what the simulator does is 00:00:27.170 --> 00:00:31.120 it allows us to essentially see how different wavelengths 00:00:31.120 --> 00:00:36.090 of electromagnetic radiation can interact with matter, 00:00:36.090 --> 00:00:38.100 in this case various molecules. 00:00:38.100 --> 00:00:39.270 And just to get our bearings, 00:00:39.270 --> 00:00:41.760 we can click on this light spectrum diagram, 00:00:41.760 --> 00:00:44.160 and we can see that on this diagram 00:00:44.160 --> 00:00:46.620 what people would normally consider radio waves. 00:00:46.620 --> 00:00:49.030 These are some of the lowest frequencies 00:00:49.030 --> 00:00:51.680 and longest wavelengths of light. 00:00:51.680 --> 00:00:53.290 And then when you get to higher frequencies, 00:00:53.290 --> 00:00:55.440 you get to microwave, and the higher the frequency, 00:00:55.440 --> 00:00:57.640 there's also the higher the energy per photon. 00:00:57.640 --> 00:00:59.660 And then you get higher frequencies in that 00:00:59.660 --> 00:01:01.600 and higher energy, that's infrared, 00:01:01.600 --> 00:01:03.430 and then higher frequency and energy, 00:01:03.430 --> 00:01:04.290 that's visible light. 00:01:04.290 --> 00:01:06.080 That's what our eyes can sense. 00:01:06.080 --> 00:01:08.870 And then you get even higher frequency, and more energy. 00:01:08.870 --> 00:01:12.610 You get to ultraviolet. Then X-ray and then gamma rays. 00:01:12.610 --> 00:01:14.440 And this isn't a linear scale. 00:01:14.440 --> 00:01:16.610 You can see that this is a logarithmic scale here. 00:01:16.610 --> 00:01:18.770 This is in powers of 10. 00:01:18.770 --> 00:01:22.190 So we see some pretty dramatic increases in frequency 00:01:22.190 --> 00:01:25.130 and energy as we go from the left to the right. 00:01:25.130 --> 00:01:28.250 But in this video, we're gonna focus in particular, 00:01:28.250 --> 00:01:33.250 on microwave, infrared, visible and ultraviolet wavelengths 00:01:33.660 --> 00:01:37.170 of electromagnetic light, or electromagnetic waves, 00:01:37.170 --> 00:01:40.563 and think about how they interact with molecules. 00:01:42.180 --> 00:01:44.690 So if we start with microwave radiation, 00:01:44.690 --> 00:01:46.370 and here we have a water molecule, 00:01:46.370 --> 00:01:47.940 I've picked that right over there 00:01:47.940 --> 00:01:50.520 and I can get my simulation going. 00:01:50.520 --> 00:01:54.760 You can see what it's doing is, when it gets absorbed, 00:01:54.760 --> 00:01:58.700 it causes a rotational transition in the water molecule. 00:01:58.700 --> 00:02:02.010 It makes the water molecule rotate in a different way 00:02:02.010 --> 00:02:03.250 than it was before. 00:02:03.250 --> 00:02:06.230 And then the water molecule can also emit the radiation 00:02:06.230 --> 00:02:08.100 and then rotate differently. 00:02:08.100 --> 00:02:10.050 And so you can see it doesn't always do that. 00:02:10.050 --> 00:02:12.300 There's a little bit of a probability involved, 00:02:12.300 --> 00:02:14.820 but this is actually the basis of how microwaves work, 00:02:14.820 --> 00:02:16.090 your microwave oven, 00:02:16.090 --> 00:02:18.710 is it causes the water molecules 00:02:18.710 --> 00:02:21.570 to get agitated in a rotational way, 00:02:21.570 --> 00:02:24.770 which increases the heat in that system. 00:02:24.770 --> 00:02:27.390 Now we could also look at infrared light, 00:02:27.390 --> 00:02:29.000 which is once again, we have to remember, 00:02:29.000 --> 00:02:30.940 gets us into higher frequencies, 00:02:30.940 --> 00:02:33.113 and see what that does to molecules. 00:02:34.350 --> 00:02:36.060 So based on this simulation, 00:02:36.060 --> 00:02:40.080 it looks like the infrared light is when it gets absorbed, 00:02:40.080 --> 00:02:43.240 it causes this water molecule to start to vibrate. 00:02:43.240 --> 00:02:46.210 So microwave radiation caused it to rotate 00:02:46.210 --> 00:02:48.700 or to have a change in state of its rotation, 00:02:48.700 --> 00:02:51.210 while infrared makes it vibrate. 00:02:51.210 --> 00:02:53.770 And we could see that with other molecules as well. 00:02:53.770 --> 00:02:55.393 Let's try carbon monoxide. 00:02:56.370 --> 00:02:58.510 Once again, it's not rotating it, 00:02:58.510 --> 00:03:01.510 it's causing it to vibrate. 00:03:01.510 --> 00:03:03.560 Now what about visible light? 00:03:03.560 --> 00:03:05.860 Well, visible light will have different interactions 00:03:05.860 --> 00:03:08.120 with different types of molecules, 00:03:08.120 --> 00:03:11.133 but let's try it out with nitrogen dioxide. 00:03:12.340 --> 00:03:15.700 So there's certain situations where nitrogen dioxide 00:03:15.700 --> 00:03:18.570 will absorb, that's when you saw it glowing 00:03:18.570 --> 00:03:19.670 and what you see when it's glowing, 00:03:19.670 --> 00:03:21.880 what it's really doing is it's putting electrons 00:03:21.880 --> 00:03:25.400 into a higher energy state, or into a higher orbital 00:03:25.400 --> 00:03:27.240 and then when it stops glowing, 00:03:27.240 --> 00:03:29.480 it means that those electrons are going back 00:03:29.480 --> 00:03:30.850 to a lower energy state. 00:03:30.850 --> 00:03:33.560 They are re-emitting radiation. 00:03:33.560 --> 00:03:34.393 So there, you can see it. 00:03:34.393 --> 00:03:38.330 You can see that just now, it's remitting visible light, 00:03:38.330 --> 00:03:40.010 in this case a different direction. 00:03:40.010 --> 00:03:43.370 And when it did that, the electron that was excited, 00:03:43.370 --> 00:03:46.290 went to a lower energy state. 00:03:46.290 --> 00:03:50.350 Now what about, let's think about ultraviolet light, 00:03:50.350 --> 00:03:53.180 which has even higher energy than visible light. 00:03:53.180 --> 00:03:54.030 What can that do? 00:03:55.860 --> 00:03:58.970 Well, here, we can see that it takes, in certain cases, 00:03:58.970 --> 00:04:01.620 electrons, and it's able to excite them so much 00:04:01.620 --> 00:04:04.050 that it's able to break that bond itself. 00:04:04.050 --> 00:04:06.140 And so let me keep resetting it. 00:04:06.140 --> 00:04:07.730 So you can actually break bonds. 00:04:07.730 --> 00:04:09.460 Let's see what it can do to some ozone? 00:04:09.460 --> 00:04:11.610 Same thing, it excites it so much 00:04:11.610 --> 00:04:13.710 that it can actually break the bond. 00:04:13.710 --> 00:04:17.020 It's exciting electrons so much. I can keep resetting it. 00:04:17.020 --> 00:04:19.540 So the big picture here, the big takeaway. 00:04:19.540 --> 00:04:21.370 You could have microwave radiation, 00:04:21.370 --> 00:04:24.640 which tends to change the rotational motion of a molecule. 00:04:24.640 --> 00:04:27.730 We saw that with the water molecules. 00:04:27.730 --> 00:04:29.800 You have infrared radiation, 00:04:29.800 --> 00:04:32.440 which is higher energy and higher frequency, 00:04:32.440 --> 00:04:36.420 which tends to lead to a change in vibrational motion. 00:04:36.420 --> 00:04:40.210 And then you have visible light, which can excite electrons, 00:04:40.210 --> 00:04:41.700 take them to a higher energy state, 00:04:41.700 --> 00:04:44.530 and then be readmitted when the electron goes back 00:04:44.530 --> 00:04:45.700 to its base state. 00:04:45.700 --> 00:04:47.780 And then you can have ultraviolet light, 00:04:47.780 --> 00:04:49.930 that's so powerful, it can excite electrons 00:04:49.930 --> 00:04:53.153 so that in some cases it can even break covalent bonds.
Real gases: Deviations from ideal behavior
https://www.youtube.com/watch?v=UABFOI1sb7A
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WEBVTT Kind: captions Language: en 00:00:00.760 --> 00:00:02.070 - [Instructor] We've already spent some time 00:00:02.070 --> 00:00:05.710 looking at the ideal gas law, and also thinking about 00:00:05.710 --> 00:00:08.420 scenarios where things might diverge 00:00:08.420 --> 00:00:11.130 from what at least the ideal gas law might predict. 00:00:11.130 --> 00:00:12.610 And what we're going to do in this video 00:00:12.610 --> 00:00:14.670 is dig a little bit deeper into scenarios 00:00:14.670 --> 00:00:16.390 where we might diverge a little bit 00:00:16.390 --> 00:00:19.510 from the ideal gas law, or maybe I guess, a lot of it 00:00:19.510 --> 00:00:21.540 in certain situations. 00:00:21.540 --> 00:00:23.620 So I have three scenarios here. 00:00:23.620 --> 00:00:25.960 This first scenario right over here, 00:00:25.960 --> 00:00:29.700 I have a high temperature, high temperature, 00:00:29.700 --> 00:00:33.420 and I have a large volume. 00:00:33.420 --> 00:00:35.460 And both of these are really important 00:00:35.460 --> 00:00:37.810 because when we think about when we get close 00:00:37.810 --> 00:00:41.670 to being ideal, that situation's where the volume 00:00:41.670 --> 00:00:45.340 of the particles themselves are negligible to the volume 00:00:45.340 --> 00:00:46.410 of the container. 00:00:46.410 --> 00:00:48.980 And at least here, looks like that might be the case 00:00:48.980 --> 00:00:51.220 'cause we're dealing with a very large volume. 00:00:51.220 --> 00:00:52.980 Even this isn't drawn to scale. 00:00:52.980 --> 00:00:54.480 I just drew the particles this size 00:00:54.480 --> 00:00:55.990 just so that you could see them. 00:00:55.990 --> 00:00:59.260 And high temperature, that helps us realize 00:00:59.260 --> 00:01:02.760 that well maybe the intermolecular interactions 00:01:02.760 --> 00:01:04.630 or attractions between the particles 00:01:04.630 --> 00:01:06.810 aren't going to be that significant. 00:01:06.810 --> 00:01:10.390 And so in a high temperature, large volume scenario, 00:01:10.390 --> 00:01:14.290 this might be pretty close to ideal. 00:01:14.290 --> 00:01:15.830 Now it's not gonna be perfectly ideal 00:01:15.830 --> 00:01:18.440 because real gases have some volume, 00:01:18.440 --> 00:01:21.960 and they do have some intermolecular interactions. 00:01:21.960 --> 00:01:24.290 But now let's change things up a little bit. 00:01:24.290 --> 00:01:26.520 Let's now move to the same volume. 00:01:26.520 --> 00:01:28.703 So we're still dealing with a large volume. 00:01:29.550 --> 00:01:31.870 But let's lower the temperature. 00:01:31.870 --> 00:01:34.050 So low temperature. 00:01:34.050 --> 00:01:36.190 And we can see because temperature is proportional 00:01:36.190 --> 00:01:38.480 to average kinetic energy of the particles, 00:01:38.480 --> 00:01:41.310 that here, these arrows on average are a little bit smaller. 00:01:41.310 --> 00:01:42.930 And let's say we lower the temperature 00:01:42.930 --> 00:01:45.110 close to the condensation point. 00:01:45.110 --> 00:01:47.830 Remember, the condensation point of a gas, 00:01:47.830 --> 00:01:51.620 that's a situation where the molecules are attracting 00:01:51.620 --> 00:01:53.810 each other, and even starting to clump up together. 00:01:53.810 --> 00:01:55.930 They're starting to, if we're thinking about say, 00:01:55.930 --> 00:01:59.360 water vapors, they're starting to get into little droplets 00:01:59.360 --> 00:02:02.200 of liquid water, because they're getting so attracted 00:02:02.200 --> 00:02:03.330 to each other. 00:02:03.330 --> 00:02:04.450 So in this situation, 00:02:04.450 --> 00:02:07.140 where we have just lowered the temperature, 00:02:07.140 --> 00:02:10.520 the ideal gas law would already predict that if you keep 00:02:10.520 --> 00:02:12.950 everything else constant, that the pressure would go down. 00:02:12.950 --> 00:02:14.370 If we solve for pressure, 00:02:14.370 --> 00:02:18.620 we would have P is equal to nRT over V. 00:02:18.620 --> 00:02:20.570 So if you just lowered temperature, 00:02:20.570 --> 00:02:22.590 the ideal gas law would already predict 00:02:22.590 --> 00:02:24.680 that your pressure would be lower. 00:02:24.680 --> 00:02:27.520 But in this situation with a real gas, 00:02:27.520 --> 00:02:29.430 because we're close to that condensation point, 00:02:29.430 --> 00:02:32.650 these gases, these particles are more and more attracted 00:02:32.650 --> 00:02:33.483 to each other. 00:02:33.483 --> 00:02:35.790 So they're less likely to bump into the sides 00:02:35.790 --> 00:02:36.960 of the container, or if they do, 00:02:36.960 --> 00:02:38.960 they're going to do it with less vigor. 00:02:38.960 --> 00:02:41.290 So in this situation for a real gas, 00:02:41.290 --> 00:02:44.290 because of the intermolecular attraction 00:02:44.290 --> 00:02:46.570 between the particles, you would actually have 00:02:46.570 --> 00:02:50.440 a lower pressure than even the ideal gas law would predict. 00:02:50.440 --> 00:02:52.040 Ideal gas law would already predict 00:02:52.040 --> 00:02:54.430 that if you lower the temperature, pressure would go down. 00:02:54.430 --> 00:02:57.190 But you would see that a real gas in this scenario, 00:02:57.190 --> 00:03:02.190 P, even lower, even lower for a real gas. 00:03:02.390 --> 00:03:04.110 Now let's go to another scenario. 00:03:04.110 --> 00:03:08.440 Let's go to a scenario where we keep the high temperature 00:03:08.440 --> 00:03:10.910 that we had in the original scenario, 00:03:10.910 --> 00:03:15.910 but now we have a small volume, small volume. 00:03:16.100 --> 00:03:19.210 Maybe this top of the container is a piston, 00:03:19.210 --> 00:03:21.990 and we push it down like this. 00:03:21.990 --> 00:03:25.120 Well the ideal gas law, if we just solve for P again, 00:03:25.120 --> 00:03:27.850 P is equal to nRT over V. 00:03:27.850 --> 00:03:29.040 It would already predict 00:03:29.040 --> 00:03:31.640 that if you decrease the denominator here, 00:03:31.640 --> 00:03:34.390 that's going to increase the value of the entire expression. 00:03:34.390 --> 00:03:37.120 So it would already predict that you would have 00:03:37.120 --> 00:03:40.460 a higher pressure, that the particles will bounce 00:03:40.460 --> 00:03:42.870 into the sides of the container more frequently, 00:03:42.870 --> 00:03:45.180 and with more vigor. 00:03:45.180 --> 00:03:47.660 But if we have a really small volume of the container, 00:03:47.660 --> 00:03:49.630 we no longer can assume that the volume 00:03:49.630 --> 00:03:52.280 of the particles themselves are going to be negligible 00:03:52.280 --> 00:03:54.120 compared to the volume of the container. 00:03:54.120 --> 00:03:57.310 And so the effective volume, to move around in 00:03:57.310 --> 00:04:00.460 is even lower than we're seeing in this equation. 00:04:00.460 --> 00:04:03.010 So these particles have even less space to bounce around in 00:04:03.010 --> 00:04:05.240 because they take up some of the space. 00:04:05.240 --> 00:04:07.270 So they're going to bounce off the sides of the container 00:04:07.270 --> 00:04:10.330 more frequently and even more vigor. 00:04:10.330 --> 00:04:15.330 So here, pressure even higher for a real gas 00:04:15.630 --> 00:04:17.887 than what is predicted by the ideal gas law.
7 Tips for Motivating Elementary School Kids During Distance Learning
https://www.youtube.com/watch?v=TqedL7WAT6M
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WEBVTT Kind: captions Language: en 00:00:09.670 --> 00:00:10.503 - Hi, everyone. 00:00:10.503 --> 00:00:12.790 Thank you for joining today on our webinar 00:00:12.790 --> 00:00:16.200 on 7 Tips for Motivating Elementary School Kids 00:00:16.200 --> 00:00:17.700 During Distance Learning. 00:00:17.700 --> 00:00:19.070 Now, the tips we'll be sharing today 00:00:19.070 --> 00:00:20.210 are tailored to this moment, 00:00:20.210 --> 00:00:23.810 but they're really applicable more broadly as needed. 00:00:23.810 --> 00:00:24.750 I'm Dan Tu, 00:00:24.750 --> 00:00:26.180 and I'll be kicking us off today 00:00:26.180 --> 00:00:28.940 as well as moderating the Q&A segment. 00:00:28.940 --> 00:00:30.380 But before we get started, 00:00:30.380 --> 00:00:33.530 we want to say a special thank you to several organizations 00:00:33.530 --> 00:00:36.150 who have really helped us with philanthropic support, 00:00:36.150 --> 00:00:39.300 enabling us to bring you programming like today's session. 00:00:39.300 --> 00:00:41.870 So we want to say a special thanks to Bank of America, 00:00:41.870 --> 00:00:44.290 Google.org, AT&T, 00:00:44.290 --> 00:00:46.500 Fastly, and Novartis. 00:00:46.500 --> 00:00:48.920 So I'd like to introduce you all to Kristen DiCerbo, 00:00:48.920 --> 00:00:50.647 who will be walking through the seven tips, 00:00:50.647 --> 00:00:53.195 and sharing her expert advice with you all 00:00:53.195 --> 00:00:55.580 while we answer your live questions. 00:00:55.580 --> 00:00:58.210 Kristen's our Chief Learning Officer here at Khan Academy, 00:00:58.210 --> 00:00:59.930 and an expert in learning science. 00:00:59.930 --> 00:01:02.150 So if you have any questions on today's topic, 00:01:02.150 --> 00:01:04.050 feel free to enter them into the chat. 00:01:04.050 --> 00:01:07.010 We have a team collecting them for the Q&A portion, 00:01:07.010 --> 00:01:09.980 and all of this is going to be recorded and posted. 00:01:09.980 --> 00:01:10.980 Since you've registered, 00:01:10.980 --> 00:01:12.990 this will automatically be emailed to you. 00:01:12.990 --> 00:01:15.860 So don't worry if you miss anything or need to go back. 00:01:15.860 --> 00:01:17.833 So with that, Kristin, take it away. 00:01:19.080 --> 00:01:20.110 - Great, thanks. 00:01:20.110 --> 00:01:22.720 And thanks all of you for joining today. 00:01:22.720 --> 00:01:26.050 I'm going to spend about 15 minutes or so 00:01:26.050 --> 00:01:29.430 going through some of the ideas and the research 00:01:29.430 --> 00:01:30.670 behind the tips, 00:01:30.670 --> 00:01:32.590 and then we'll open it up for questions, 00:01:32.590 --> 00:01:36.040 which I'm sure you all have lots of in this time. 00:01:36.040 --> 00:01:38.060 So to start off with, 00:01:38.060 --> 00:01:40.140 as Dan said, I'm the Chief Learning Officer, 00:01:40.140 --> 00:01:42.560 and one of my roles is to bring research 00:01:42.560 --> 00:01:46.360 about learning motivation to our understanding 00:01:46.360 --> 00:01:47.690 of how to help students learn. 00:01:47.690 --> 00:01:51.040 So all of that that you'll see here is based on 00:01:51.040 --> 00:01:53.960 what we understand about motivation from research 00:01:53.960 --> 00:01:56.410 about how to keep kids motivated. 00:01:56.410 --> 00:01:59.743 And one of the first things to understand 00:01:59.743 --> 00:02:03.210 is that we can really boil down a lot of the research 00:02:03.210 --> 00:02:06.372 on motivation to a pretty simple formula. 00:02:06.372 --> 00:02:09.970 We like to do things when first, 00:02:09.970 --> 00:02:12.410 we think we're gonna be successful at them, 00:02:12.410 --> 00:02:16.640 and second, when we think there's some value 00:02:16.640 --> 00:02:18.340 to doing that activity, 00:02:18.340 --> 00:02:20.070 which probably makes sense for you 00:02:20.070 --> 00:02:21.670 just as much as it does for your kids. 00:02:21.670 --> 00:02:23.287 Who wants to do something when you think, 00:02:23.287 --> 00:02:25.890 "Oh, I'm probably gonna fail at this"? 00:02:25.890 --> 00:02:27.290 You're not likely to do it. 00:02:27.290 --> 00:02:29.760 And second, you think you want to do things 00:02:29.760 --> 00:02:31.070 that are important to you. 00:02:31.070 --> 00:02:34.970 And so, as we think about how to motivate our kids, 00:02:34.970 --> 00:02:37.350 we can think about how can I help them feel 00:02:37.350 --> 00:02:39.130 like they're likely to be successful 00:02:39.130 --> 00:02:41.210 and how can I help them see some of the value 00:02:41.210 --> 00:02:42.350 in this activity? 00:02:42.350 --> 00:02:45.680 And so this kind of simple formula drives a lot of the tips 00:02:45.680 --> 00:02:47.910 that I'm gonna be talking about. 00:02:47.910 --> 00:02:51.030 And one of the biggest ways to help kids feel 00:02:51.030 --> 00:02:54.020 like they can be successful at doing something 00:02:54.020 --> 00:02:57.090 is to help them experience some success. 00:02:57.090 --> 00:03:00.870 And one really good way to do that is to set goals, 00:03:00.870 --> 00:03:03.530 because goals, by definition, 00:03:03.530 --> 00:03:06.390 help us see that we're making progress. 00:03:06.390 --> 00:03:09.290 And so, as you think about this with elementary-aged kids, 00:03:09.290 --> 00:03:11.600 you want to set really short-term goals. 00:03:11.600 --> 00:03:14.130 So if you're talking kindergartners or first graders, 00:03:14.130 --> 00:03:16.207 it could be something as simple as, 00:03:16.207 --> 00:03:17.923 "Hey, this afternoon, 00:03:17.923 --> 00:03:21.400 we're going to read this book together," 00:03:21.400 --> 00:03:24.323 or "We're going to write three sentences." 00:03:24.323 --> 00:03:26.330 What are those things that you want to work on 00:03:26.330 --> 00:03:28.180 just very short-term? 00:03:28.180 --> 00:03:29.497 And then at the end you can say, 00:03:29.497 --> 00:03:31.560 "Yes, look, we said we were going to try 00:03:31.560 --> 00:03:33.270 to write three sentences. 00:03:33.270 --> 00:03:35.490 We wrote four sentences." 00:03:35.490 --> 00:03:37.640 There's an experience of success. 00:03:37.640 --> 00:03:39.820 As kids get a little older, you can stretch it out. 00:03:39.820 --> 00:03:41.060 You can think about in the morning 00:03:41.060 --> 00:03:42.700 setting goals for the day. 00:03:42.700 --> 00:03:45.630 You can think about maybe setting a longer, 00:03:45.630 --> 00:03:49.900 maybe a week goal that then you break down into daily goals. 00:03:49.900 --> 00:03:51.880 And the other piece that when you're setting goals 00:03:51.880 --> 00:03:54.220 is to help kids think about how they're gonna know 00:03:54.220 --> 00:03:55.520 if they're on track. 00:03:55.520 --> 00:03:58.560 So then one of the important pieces here 00:03:58.560 --> 00:04:01.290 in both goal setting and monitoring 00:04:01.290 --> 00:04:02.470 and making sure they're on track is 00:04:02.470 --> 00:04:03.680 to bring the kids into it. 00:04:03.680 --> 00:04:06.823 So instead of you saying, "Our goal is this," 00:04:06.823 --> 00:04:08.407 have the conversation and say, 00:04:08.407 --> 00:04:11.330 "So we want to set a goal about writing sentences. 00:04:11.330 --> 00:04:14.100 How many sentences do you think you can write today?" 00:04:14.100 --> 00:04:18.550 So think about helping them set realistic goals, 00:04:18.550 --> 00:04:20.670 and that's then gonna help them be able 00:04:20.670 --> 00:04:23.040 to also not just see success, 00:04:23.040 --> 00:04:25.040 but also they're going to value the activity more 00:04:25.040 --> 00:04:28.930 because they owned some of the goal setting 00:04:28.930 --> 00:04:30.350 that went along with it. 00:04:30.350 --> 00:04:34.290 And so you get actually the double plus there of thinking 00:04:34.290 --> 00:04:37.660 about both success and value of the activity. 00:04:37.660 --> 00:04:38.850 So very strong. 00:04:38.850 --> 00:04:41.250 And that's why I encourage a lot of goal setting 00:04:41.250 --> 00:04:43.010 and thinking about how to do that. 00:04:43.010 --> 00:04:44.230 But then when you meet them, 00:04:44.230 --> 00:04:46.730 definitely celebrate that success. 00:04:46.730 --> 00:04:51.530 So this can be everything from high fives to thinking about, 00:04:51.530 --> 00:04:54.440 you know, small, different things that kids like to do 00:04:54.440 --> 00:04:56.810 that they might find successful. 00:04:56.810 --> 00:04:59.110 We do everything online from, you know, 00:04:59.110 --> 00:05:03.060 a little online confetti to all kinds of things that just, 00:05:03.060 --> 00:05:06.033 you know, recognize that there's an achievement there. 00:05:06.970 --> 00:05:09.237 Also, this can be a good time to reflect. 00:05:09.237 --> 00:05:11.900 "Hey, what was it that helped you be successful 00:05:11.900 --> 00:05:12.840 in meeting that goal?" 00:05:12.840 --> 00:05:15.670 And "Hey, was there a time when you were trying to do this 00:05:15.670 --> 00:05:18.270 and it was hard and how did you get over that? 00:05:18.270 --> 00:05:20.990 How did you get through the place where you were stuck?" 00:05:20.990 --> 00:05:24.010 And that kind of reflection helps them then think about, 00:05:24.010 --> 00:05:26.950 hey, next time they get stuck, what might be the, 00:05:26.950 --> 00:05:28.140 what might be some strategies 00:05:28.140 --> 00:05:30.420 that they could do and work on. 00:05:30.420 --> 00:05:34.083 So definitely tip two is celebrate those successes. 00:05:35.410 --> 00:05:37.730 Then thinking about those roadblocks, 00:05:37.730 --> 00:05:42.730 think about how you can help your children have strategies 00:05:42.880 --> 00:05:47.030 for when they're going to get into that place 00:05:47.030 --> 00:05:48.080 where they don't know what to do. 00:05:48.080 --> 00:05:49.730 And that's going to happen when you're learning, 00:05:49.730 --> 00:05:51.880 because learning is hard. 00:05:51.880 --> 00:05:54.110 And when you're actually engaged in learning, 00:05:54.110 --> 00:05:57.840 your learning edge, right when you're learning new things, 00:05:57.840 --> 00:05:59.900 we know that often you need a little bit of help 00:05:59.900 --> 00:06:00.760 to get over that. 00:06:00.760 --> 00:06:03.420 But what you want to do is for your kids to have a plan 00:06:03.420 --> 00:06:06.950 for what to do so they don't get frustrated in that moment. 00:06:06.950 --> 00:06:09.820 And before they get frustrated, you want to make the plan. 00:06:09.820 --> 00:06:13.300 So this can be everything from asking you for help. 00:06:13.300 --> 00:06:16.655 If you're also, say, working from home at the same time 00:06:16.655 --> 00:06:18.930 your kids are in school, you might want to think about, 00:06:18.930 --> 00:06:20.870 okay, how do you signal to your kids 00:06:20.870 --> 00:06:22.850 when it's okay to come to you and ask for help 00:06:22.850 --> 00:06:23.970 and when they should wait, 00:06:23.970 --> 00:06:25.560 and what does that look like? 00:06:25.560 --> 00:06:28.140 Are there ways they can ask their friends for help? 00:06:28.140 --> 00:06:30.780 How do they reach out to their teacher 00:06:30.780 --> 00:06:33.070 in this kind of place? 00:06:33.070 --> 00:06:35.350 So come up with a list of things 00:06:35.350 --> 00:06:37.840 that you might be able to work through 00:06:37.840 --> 00:06:39.527 to help your kids think about, 00:06:39.527 --> 00:06:40.660 "Hey, if I'm stuck, 00:06:40.660 --> 00:06:42.790 what are things I can do to get unstuck?" 00:06:42.790 --> 00:06:45.790 So you get before they get to the place of frustration, 00:06:45.790 --> 00:06:47.393 they have strategies to use. 00:06:48.610 --> 00:06:51.010 After that, think about emphasizing 00:06:51.010 --> 00:06:53.130 that effort leads to success. 00:06:53.130 --> 00:06:55.810 And there's been a lot of writing recently 00:06:55.810 --> 00:07:00.420 about growth mindset and this idea that if you work hard, 00:07:00.420 --> 00:07:02.770 your brain is like a muscle. 00:07:02.770 --> 00:07:04.560 And the more you work at it, 00:07:04.560 --> 00:07:07.900 the more it's ready to learn new things. 00:07:07.900 --> 00:07:11.280 And there's actually physiology in your brain. 00:07:11.280 --> 00:07:13.390 The cells in your brain are called neurons. 00:07:13.390 --> 00:07:14.470 And when we learn new things, 00:07:14.470 --> 00:07:17.530 it makes new connections to new neurons. 00:07:17.530 --> 00:07:21.000 And that in itself then helps you remember 00:07:21.000 --> 00:07:22.350 the things that you've learned. 00:07:22.350 --> 00:07:25.040 It makes you a stronger, better learner. 00:07:25.040 --> 00:07:28.930 All of that is better in a better message. 00:07:28.930 --> 00:07:30.150 And research shows, 00:07:30.150 --> 00:07:32.820 kids who understand and get some of that understanding 00:07:32.820 --> 00:07:34.520 of how their brain works 00:07:34.520 --> 00:07:37.607 actually do persist more than students who just say, 00:07:37.607 --> 00:07:41.020 "Hey, keep trying, hey, keep going." 00:07:41.020 --> 00:07:43.210 And so actually at Khan Academy, 00:07:43.210 --> 00:07:45.630 we have a growth mindset course 00:07:45.630 --> 00:07:47.440 where we have a couple of videos 00:07:47.440 --> 00:07:50.070 that explain some of this in language for kids 00:07:50.070 --> 00:07:53.450 to understand that can be good to just, again, 00:07:53.450 --> 00:07:56.350 start thinking of those messages that your brain 00:07:56.350 --> 00:07:58.750 is like other muscles and it needs to keep practicing 00:07:58.750 --> 00:07:59.940 and keep learning new things. 00:07:59.940 --> 00:08:02.703 That'll actually make you better and a better learner. 00:08:03.560 --> 00:08:04.940 So that's the fourth tip, 00:08:04.940 --> 00:08:07.183 thinking about effort leading to success. 00:08:08.470 --> 00:08:11.210 The fifth one is to engage their curiosity. 00:08:11.210 --> 00:08:14.631 So lots of kids are curious about different things 00:08:14.631 --> 00:08:17.300 that happen in the world. 00:08:17.300 --> 00:08:19.930 It could be when they're riding their bikes 00:08:19.930 --> 00:08:21.910 and they're thinking, "How does, you know, 00:08:21.910 --> 00:08:25.260 pushing on this pedal actually make the wheels turn?" 00:08:25.260 --> 00:08:27.650 any of those kinds of questions. 00:08:27.650 --> 00:08:30.070 It's okay if you don't know the answer. 00:08:30.070 --> 00:08:32.210 Think about how you can find out answers 00:08:32.210 --> 00:08:33.980 to those things together. 00:08:33.980 --> 00:08:35.310 And when we think about kids 00:08:35.310 --> 00:08:37.150 that are curious about the world, 00:08:37.150 --> 00:08:39.180 those are the kids that keep learning 00:08:39.180 --> 00:08:41.860 and keep trying to find new things. 00:08:41.860 --> 00:08:44.560 And so you want to encourage those kinds of questions. 00:08:44.560 --> 00:08:47.460 You can also model asking those kinds of questions. 00:08:47.460 --> 00:08:49.830 So as you're doing things around the house, 00:08:49.830 --> 00:08:52.150 or as you're doing things outside, 00:08:52.150 --> 00:08:54.790 asking questions about how the world works 00:08:54.790 --> 00:08:57.130 and thinking about, "Hey, did you ever wonder," 00:08:57.130 --> 00:08:59.620 and "How can you find the answers to those?" 00:08:59.620 --> 00:09:02.440 All of those help build up that internal motivation 00:09:02.440 --> 00:09:04.963 to find answers and understand the world. 00:09:07.720 --> 00:09:10.610 The sixth tip I have is to establish relevance. 00:09:10.610 --> 00:09:12.540 So it relates to what I was just saying 00:09:12.540 --> 00:09:15.120 about linking things to the world. 00:09:15.120 --> 00:09:17.160 But the other way to do this is 00:09:17.160 --> 00:09:19.210 think about what your kids are learning 00:09:19.210 --> 00:09:21.780 and help them link that to things 00:09:21.780 --> 00:09:23.040 that are of interest to them. 00:09:23.040 --> 00:09:25.470 You know your kid's interests better, really, 00:09:25.470 --> 00:09:27.200 than even their teachers do. 00:09:27.200 --> 00:09:30.990 So if you can think about how do I help them see 00:09:30.990 --> 00:09:34.010 how this relates to a hobby that they're interested in? 00:09:34.010 --> 00:09:35.950 How does this relate to something they want to be 00:09:35.950 --> 00:09:37.140 when they grow up? 00:09:37.140 --> 00:09:40.210 How does this relate to something we talked about yesterday? 00:09:40.210 --> 00:09:44.330 All of those things help students establish the value 00:09:44.330 --> 00:09:45.590 of what they're learning. 00:09:45.590 --> 00:09:47.080 So if we go back to that equation, 00:09:47.080 --> 00:09:50.100 that second piece of why should I learn this, 00:09:50.100 --> 00:09:52.420 what is this going to help me do, 00:09:52.420 --> 00:09:54.790 how does this relate to things I'm interested in, 00:09:54.790 --> 00:09:57.380 if you can help make those connections, 00:09:57.380 --> 00:09:59.020 kids will value the activity more 00:09:59.020 --> 00:10:01.170 and be more likely to want to engage in it. 00:10:02.380 --> 00:10:04.550 And finally, the seventh tip. 00:10:04.550 --> 00:10:07.647 I hear lots of concerns and we get lots of questions about, 00:10:07.647 --> 00:10:09.490 "Should I use rewards? 00:10:09.490 --> 00:10:12.730 I don't want to be bribing my student to work." 00:10:12.730 --> 00:10:17.650 And I would say rewards are absolutely a part of what we do 00:10:17.650 --> 00:10:19.360 and how we reward ourselves. 00:10:19.360 --> 00:10:21.280 Even those of us who, you know, 00:10:21.280 --> 00:10:23.834 are successful and are good students have tricks 00:10:23.834 --> 00:10:26.670 to keep ourselves motivated. 00:10:26.670 --> 00:10:31.555 I often say and do, when I'm writing, I will say, 00:10:31.555 --> 00:10:34.380 "If I write one page here, 00:10:34.380 --> 00:10:36.554 I'll reward myself with a piece of chocolate." 00:10:36.554 --> 00:10:38.420 You know, all of that is fine, 00:10:38.420 --> 00:10:40.420 but you want to think about how to do this wisely. 00:10:40.420 --> 00:10:43.880 So the danger of rewards is sometimes 00:10:43.880 --> 00:10:47.580 that if a kid is already interested in doing something, 00:10:47.580 --> 00:10:50.290 like it's already bringing them happiness and joy, 00:10:50.290 --> 00:10:54.580 and you start rewarding it with external things like candy 00:10:54.580 --> 00:10:56.150 and those kinds of things, 00:10:56.150 --> 00:10:57.850 they start to lose, actually, 00:10:57.850 --> 00:11:00.227 some of their internal motivation and start thinking, 00:11:00.227 --> 00:11:02.930 "Oh, I'm just doing this for the reward." 00:11:02.930 --> 00:11:04.880 So that's what we want to avoid. 00:11:04.880 --> 00:11:07.240 But rewards can be really good for things 00:11:07.240 --> 00:11:10.120 that students just don't want to do at all, 00:11:10.120 --> 00:11:13.350 but need a little bit of kickstart to get going, 00:11:13.350 --> 00:11:15.580 and then maybe experience some of the success, 00:11:15.580 --> 00:11:17.770 experience meeting a goal in it, 00:11:17.770 --> 00:11:19.600 to get from thinking about 00:11:19.600 --> 00:11:22.300 how we can use those extrinsic rewards 00:11:22.300 --> 00:11:24.457 to getting to more of those intrinsic, 00:11:24.457 --> 00:11:26.770 "Oh, actually I am good at this. 00:11:26.770 --> 00:11:28.440 I can learn math." 00:11:28.440 --> 00:11:30.900 Those extrinsic rewards are really good at that. 00:11:30.900 --> 00:11:33.280 And they don't have to be things. 00:11:33.280 --> 00:11:35.680 They can be picking what's for dinner. 00:11:35.680 --> 00:11:39.120 They can be picking which TV show you watch, 00:11:39.120 --> 00:11:42.840 spending, you know, another 15 minutes of screen time, 00:11:42.840 --> 00:11:44.800 taking a walk with you, 00:11:44.800 --> 00:11:47.150 having some of your time individually, 00:11:47.150 --> 00:11:49.576 all of those things are good rewards. 00:11:49.576 --> 00:11:52.940 And it's also good to ask your kids 00:11:52.940 --> 00:11:54.120 what's rewarding to them, 00:11:54.120 --> 00:11:56.600 what would they like to be rewards for things 00:11:56.600 --> 00:12:00.100 that meeting goals and making progress. 00:12:00.100 --> 00:12:01.050 And that way, again, 00:12:01.050 --> 00:12:02.600 you're making sure you've got something 00:12:02.600 --> 00:12:06.220 that's meaningful to them and helping them learn 00:12:06.220 --> 00:12:08.860 how to think about rewarding themselves. 00:12:08.860 --> 00:12:11.470 And when they need to get a little extra kick 00:12:11.470 --> 00:12:14.799 to get something done, to be able to think about 00:12:14.799 --> 00:12:18.160 how to use rewards wisely for themselves. 00:12:18.160 --> 00:12:22.320 So that said, that gives us our seven tips, 00:12:22.320 --> 00:12:26.450 thinking about setting goals and monitoring progress, 00:12:26.450 --> 00:12:31.450 celebrating success, help your kids manage those roadblocks, 00:12:31.562 --> 00:12:35.350 emphasize that effort leads to success, 00:12:35.350 --> 00:12:39.620 encourage curiosity, establish relevance, 00:12:39.620 --> 00:12:41.853 and use rewards wisely. 00:12:42.700 --> 00:12:44.660 So with that, 00:12:44.660 --> 00:12:45.670 I'm going to open it up, 00:12:45.670 --> 00:12:48.240 because I'm sure there are specific questions that you have 00:12:48.240 --> 00:12:49.870 about your situations 00:12:49.870 --> 00:12:52.320 and how to deal with some of the things, 00:12:52.320 --> 00:12:54.320 the specifics that you're facing. 00:12:54.320 --> 00:12:57.643 So would be glad to hear some of those, Dan? 00:12:58.510 --> 00:13:00.380 - Yeah, well, so before we get to that, 00:13:00.380 --> 00:13:02.930 just a couple of things that we'd all ask you to do. 00:13:02.930 --> 00:13:06.250 First, there's, in the handout section of the webinar, 00:13:06.250 --> 00:13:09.910 you can download a printable version of these seven tips. 00:13:09.910 --> 00:13:12.000 That's available in the download section. 00:13:12.000 --> 00:13:13.090 And again, if you registered 00:13:13.090 --> 00:13:15.190 and you're actually watching this live now, 00:13:15.190 --> 00:13:18.320 once this video, this webinar's over, 00:13:18.320 --> 00:13:20.980 you'll get an email with the recording of this webinar, 00:13:20.980 --> 00:13:23.420 as well as a link to the downloadable. 00:13:23.420 --> 00:13:24.970 So again, if you want to go back 00:13:24.970 --> 00:13:28.530 and both watch any of the tips in particular 00:13:28.530 --> 00:13:31.390 or read about them, that'll be available to you. 00:13:31.390 --> 00:13:32.440 And then secondly, 00:13:32.440 --> 00:13:34.970 go ahead and start putting in any of the questions you have. 00:13:34.970 --> 00:13:36.840 Even specific examples would be great. 00:13:36.840 --> 00:13:37.970 And we'll try to get through 00:13:37.970 --> 00:13:40.540 as many of them as possible. 00:13:40.540 --> 00:13:41.740 So with that, Kristen, 00:13:41.740 --> 00:13:44.680 the first question we have is from Rebecca. 00:13:44.680 --> 00:13:46.640 And I think you mentioned this in terms of tip, 00:13:46.640 --> 00:13:48.580 I believe it's tip number six. 00:13:48.580 --> 00:13:51.280 How can you help kids feel like what they're learning 00:13:51.280 --> 00:13:54.160 in school and what they do is really relevant 00:13:54.160 --> 00:13:55.393 to their lives? 00:13:57.370 --> 00:14:02.370 - So the biggest thing here is to think about understanding 00:14:03.470 --> 00:14:06.150 what is interesting to your kids. 00:14:06.150 --> 00:14:08.800 So what are things that they're interested in 00:14:08.800 --> 00:14:11.710 is the first piece and then relating things to them. 00:14:11.710 --> 00:14:15.620 So the most common place we hear this is in math. 00:14:15.620 --> 00:14:16.850 And so there's some things 00:14:16.850 --> 00:14:20.930 that are pretty easy relatable to math. 00:14:20.930 --> 00:14:22.880 So one thing is cooking. 00:14:22.880 --> 00:14:25.360 Cooking, it turns out, involves a lot of math, 00:14:25.360 --> 00:14:27.640 specifically, a lot of fractions. 00:14:27.640 --> 00:14:30.550 There can be, you know, if you're doing a double batch, 00:14:30.550 --> 00:14:33.050 how do you think about doubling a fraction? 00:14:33.050 --> 00:14:34.680 What does that look like? 00:14:34.680 --> 00:14:38.210 Thinking about how that actually applies, 00:14:38.210 --> 00:14:42.480 the things that they're doing apply to their daily life. 00:14:42.480 --> 00:14:45.750 So cooking is always a good example 00:14:45.750 --> 00:14:48.520 for a lot of math issues. 00:14:48.520 --> 00:14:51.630 There are also things that you can think about. 00:14:51.630 --> 00:14:54.430 What do they want to be when they grow up? 00:14:54.430 --> 00:14:57.140 Maybe they don't know. That's okay, too. 00:14:57.140 --> 00:15:00.360 You can think about what kinds of careers 00:15:00.360 --> 00:15:04.550 are the skills they're learning good for. 00:15:04.550 --> 00:15:06.470 So, hey, these are the kinds of things, 00:15:06.470 --> 00:15:10.130 I know we don't know what you want to be when you grow up. 00:15:10.130 --> 00:15:12.213 You haven't decided what you want to be when you grow up. 00:15:12.213 --> 00:15:15.380 It's a good idea to kind of experience a bunch of different, 00:15:15.380 --> 00:15:18.140 find out about a bunch of different possibilities. 00:15:18.140 --> 00:15:21.368 So, "Hey, this thing that we're learning now, 00:15:21.368 --> 00:15:23.300 it turns out that this is something 00:15:23.300 --> 00:15:24.530 that accountants use a lot," 00:15:24.530 --> 00:15:28.933 or "This is something that someone who's doing a lot of, 00:15:30.450 --> 00:15:34.850 who's an oceanographer learns a lot about these topics 00:15:34.850 --> 00:15:37.154 that you're learning about in science today, 00:15:37.154 --> 00:15:40.090 thinking about those, the kinds of careers, 00:15:40.090 --> 00:15:42.950 that link to the different things that they're learning 00:15:42.950 --> 00:15:46.590 is another way to bring some of this to life. 00:15:46.590 --> 00:15:48.960 And I would also not hesitate to reach out 00:15:48.960 --> 00:15:51.967 to your kids' teachers for help in thinking about, 00:15:51.967 --> 00:15:55.720 "Hey, can you give us a preview of what's coming?" 00:15:55.720 --> 00:15:58.420 And what do they think are good ways to help them 00:15:58.420 --> 00:16:01.430 relate that to things they see in their lives? 00:16:01.430 --> 00:16:03.620 But there's lots of things in our everyday lives. 00:16:03.620 --> 00:16:05.520 I gave the bicycle example. 00:16:05.520 --> 00:16:08.570 It turns out that's all about simple machines and pulleys 00:16:08.570 --> 00:16:09.920 and chains and all of that. 00:16:09.920 --> 00:16:13.820 So all of those kinds of examples of how the world works, 00:16:13.820 --> 00:16:16.240 we can find things that kids are learning 00:16:16.240 --> 00:16:17.587 that relate to them. 00:16:17.587 --> 00:16:20.040 But it takes some work, I will admit. 00:16:20.040 --> 00:16:20.930 - No, that's great, Kristen. 00:16:20.930 --> 00:16:23.100 I would say like one thing, as well, is 00:16:23.100 --> 00:16:25.330 use all of your senses as a parent. 00:16:25.330 --> 00:16:27.530 Like there are things that the child might not tell you, 00:16:27.530 --> 00:16:29.110 like they want to do this, they want to do that. 00:16:29.110 --> 00:16:30.890 But you know, your child best. 00:16:30.890 --> 00:16:33.850 And if you know that they love doing this activity, yeah, 00:16:33.850 --> 00:16:35.900 and just be observant of that and try to relate that 00:16:35.900 --> 00:16:38.643 back to the, again, back to the subject. 00:16:39.960 --> 00:16:40.793 Cool. 00:16:40.793 --> 00:16:44.090 So Kristen, we have a question from Jay Tinder. 00:16:44.090 --> 00:16:46.590 Apologies if I mispronounce the name. 00:16:46.590 --> 00:16:49.280 Any tips for helping motivate elementary kids transitioning 00:16:49.280 --> 00:16:51.580 to middle school in a distance learning environment? 00:16:51.580 --> 00:16:54.750 So really that transition period, meeting new friends, 00:16:54.750 --> 00:16:55.583 those types of things. 00:16:55.583 --> 00:16:57.333 So any advice you have there. 00:16:58.840 --> 00:17:01.310 - So there's a number of things that go on when kids 00:17:01.310 --> 00:17:02.810 transition to middle school. 00:17:02.810 --> 00:17:04.870 So you mentioned, Dan, meeting new friends. 00:17:04.870 --> 00:17:08.490 There's also kids that are taking on and required to take on 00:17:08.490 --> 00:17:10.490 a little bit more ownership, 00:17:10.490 --> 00:17:12.840 a little bit more self responsibility. 00:17:12.840 --> 00:17:14.030 And it's in, 00:17:14.030 --> 00:17:15.610 when we talk about distance learning, 00:17:15.610 --> 00:17:17.710 one of the things we know about distance learning is 00:17:17.710 --> 00:17:19.300 that kids who are best at it 00:17:19.300 --> 00:17:22.630 are kids who are what we call self-regulated learners. 00:17:22.630 --> 00:17:23.463 So those are kids 00:17:23.463 --> 00:17:25.680 that are actually capable of setting goals, 00:17:25.680 --> 00:17:28.930 capable of monitoring their own progress, 00:17:28.930 --> 00:17:33.563 kids that can create, organize schedules for themselves. 00:17:35.080 --> 00:17:38.470 Those are all skills that you can help your child with. 00:17:38.470 --> 00:17:40.870 So think about helping them set up, 00:17:40.870 --> 00:17:43.880 what is their schedule for the day. 00:17:43.880 --> 00:17:46.330 Because the other piece that often happens in middle school 00:17:46.330 --> 00:17:48.220 is you start switching teachers. 00:17:48.220 --> 00:17:50.450 Where in elementary school, you just had one, 00:17:50.450 --> 00:17:52.200 now you have multiple teachers. 00:17:52.200 --> 00:17:53.610 So help your child think about 00:17:53.610 --> 00:17:56.100 how do they set out a schedule of what the day looks like 00:17:56.100 --> 00:17:59.500 so they make sure to know what the expectations are. 00:17:59.500 --> 00:18:04.440 Help them think about and let them be part of the process. 00:18:04.440 --> 00:18:05.790 Let them, you know, 00:18:05.790 --> 00:18:08.820 you can maybe give them a skeleton and let them fill it out. 00:18:08.820 --> 00:18:11.250 And next time they create what the, 00:18:11.250 --> 00:18:13.640 next week they create what the schedule looks like. 00:18:13.640 --> 00:18:17.260 So kind of gradually pulling back from the things 00:18:17.260 --> 00:18:19.737 that you're doing and letting them have some ownership 00:18:19.737 --> 00:18:21.410 and some agency. 00:18:21.410 --> 00:18:24.480 And it turns out that a lot of kids 00:18:24.480 --> 00:18:25.690 are really motivated by that. 00:18:25.690 --> 00:18:27.790 If they know that you've kind of got them there 00:18:27.790 --> 00:18:31.417 as a safety net and that you're there to kind of catch them 00:18:31.417 --> 00:18:33.410 if things get too rough. 00:18:33.410 --> 00:18:36.180 So I would say, give them a little bit more agency. 00:18:36.180 --> 00:18:38.750 They're going to then find more ownership 00:18:38.750 --> 00:18:40.210 in valuing the activities 00:18:40.210 --> 00:18:43.440 because they're driving them and choosing them. 00:18:43.440 --> 00:18:46.150 And help them see that 00:18:46.150 --> 00:18:48.700 and take on a little bit more of that ownership. 00:18:48.700 --> 00:18:50.329 Dan, you mentioned, you know, 00:18:50.329 --> 00:18:53.730 the pieces about making new friends, 00:18:53.730 --> 00:18:55.700 and often middle schools are bringing together 00:18:55.700 --> 00:18:57.220 a bunch of elementary schools. 00:18:57.220 --> 00:18:58.650 And now that we're at distance, 00:18:58.650 --> 00:19:02.790 it's so difficult to create some of those peer connections. 00:19:02.790 --> 00:19:05.250 And peers start to become more and more important 00:19:05.250 --> 00:19:07.480 for kids at this age level. 00:19:07.480 --> 00:19:10.880 So the more you can help facilitate things 00:19:10.880 --> 00:19:12.610 in this distance environment, 00:19:12.610 --> 00:19:15.690 we're really limited, but facilitating, you know, 00:19:15.690 --> 00:19:18.570 at least calls or Hangouts, 00:19:18.570 --> 00:19:22.300 ways for kids to informally connect with each other 00:19:22.300 --> 00:19:26.000 and be able to do some activities together online 00:19:26.000 --> 00:19:29.420 that maybe they wouldn't be able to do in person these days, 00:19:29.420 --> 00:19:33.020 but to help keep some of those peer relationships going 00:19:33.020 --> 00:19:36.440 and to try to build them in these new places. 00:19:36.440 --> 00:19:39.164 But understand the other piece you may do 00:19:39.164 --> 00:19:41.927 is to empathize with your kids and say, 00:19:41.927 --> 00:19:44.060 "I know this is tough right now, 00:19:44.060 --> 00:19:47.270 and this is going to be difficult as we're moving forward. 00:19:47.270 --> 00:19:48.660 I know you miss your friends," 00:19:48.660 --> 00:19:52.170 and just give them a chance to share with you 00:19:52.170 --> 00:19:54.380 and to express some of what they're feeling, too, 00:19:54.380 --> 00:19:57.063 as they're kind of making some of these transitions. 00:19:57.930 --> 00:19:59.630 - Yeah, I think that's a great point, Kristen, 00:19:59.630 --> 00:20:00.463 great points. 00:20:00.463 --> 00:20:02.200 I think when you transition to middle school, 00:20:02.200 --> 00:20:03.720 not only do you have more teachers, 00:20:03.720 --> 00:20:06.420 but you have to control your schedules more, 00:20:06.420 --> 00:20:08.110 you know, which classrooms are you going to when. 00:20:08.110 --> 00:20:10.340 So you're learning a lot of like agency 00:20:10.340 --> 00:20:12.960 and being responsible and getting to class on time. 00:20:12.960 --> 00:20:13.793 And like you said, 00:20:13.793 --> 00:20:16.260 you're meeting like tons of new kids from different schools 00:20:16.260 --> 00:20:19.020 that you're going to at the same time. 00:20:19.020 --> 00:20:22.763 So I do think there's a lot of challenges for those kids. 00:20:23.750 --> 00:20:24.583 - Absolutely. 00:20:24.583 --> 00:20:27.420 And if you can pinpoint which things your kid is good at 00:20:27.420 --> 00:20:28.530 and highlight those 00:20:28.530 --> 00:20:31.010 and find out where some of the weaknesses are 00:20:31.010 --> 00:20:32.860 and help support those, 00:20:32.860 --> 00:20:36.670 that's a good way for you to help support them 00:20:36.670 --> 00:20:38.570 and tailor it to what their needs are. 00:20:39.920 --> 00:20:41.550 - So we have a question from Dora. 00:20:41.550 --> 00:20:42.650 I think we get, 00:20:42.650 --> 00:20:44.000 we hear this question a lot, 00:20:44.000 --> 00:20:45.700 is how do you manage roadblocks? 00:20:45.700 --> 00:20:47.720 So when your child has self-doubt 00:20:47.720 --> 00:20:50.090 or developing low self esteem, 00:20:50.090 --> 00:20:52.600 especially in this distance learning environment, 00:20:52.600 --> 00:20:53.900 how do you manage those 00:20:53.900 --> 00:20:56.000 and help the child overcome those moments? 00:20:57.160 --> 00:21:00.760 - Yeah, so kids who are, you know, 00:21:00.760 --> 00:21:03.450 not feeling like they're learners 00:21:03.450 --> 00:21:05.900 or they're feeling like, "Math is not for me. 00:21:05.900 --> 00:21:09.250 I'm not, you know, not good at these things. 00:21:09.250 --> 00:21:10.900 I don't know how to do this," 00:21:10.900 --> 00:21:15.390 all of those are things where kids can really benefit 00:21:15.390 --> 00:21:19.280 from things like the growth mindset piece 00:21:19.280 --> 00:21:20.360 that I was talking about. 00:21:20.360 --> 00:21:24.840 This idea that none of us is fixed in our ability 00:21:24.840 --> 00:21:25.960 to do things. 00:21:25.960 --> 00:21:30.433 We can always get better and getting better takes work. 00:21:30.433 --> 00:21:34.677 But it's actually pretty rewarding when you start to see, 00:21:34.677 --> 00:21:39.040 "Hey, I used to be able to do this and now I can do this. 00:21:39.040 --> 00:21:40.650 Here's a new thing that I can do now 00:21:40.650 --> 00:21:42.250 that I couldn't do before." 00:21:42.250 --> 00:21:46.550 So one, give them the messages about thinking about 00:21:46.550 --> 00:21:48.170 we can always improve. 00:21:48.170 --> 00:21:51.790 Our brains improve. Our brains change as we try new things. 00:21:51.790 --> 00:21:53.370 That's really important. 00:21:53.370 --> 00:21:56.260 But also thinking about helping them 00:21:56.260 --> 00:21:57.880 experience some success. 00:21:57.880 --> 00:22:01.340 So those small goals and thinking about 00:22:01.340 --> 00:22:05.330 how to get them to see a little bit of progress 00:22:05.330 --> 00:22:06.163 that they're making. 00:22:06.163 --> 00:22:08.357 And even a little bit of progress is good. 00:22:08.357 --> 00:22:10.290 "Yesterday you couldn't do 00:22:10.290 --> 00:22:14.440 the two-digit by minus two-digit problems. 00:22:14.440 --> 00:22:17.370 And today you did three of them. That's great." 00:22:17.370 --> 00:22:19.313 Like legitimately, that's progress. 00:22:20.320 --> 00:22:21.220 That's very good. 00:22:21.220 --> 00:22:23.910 So helping them see, again, 00:22:23.910 --> 00:22:25.980 that they can have a little bit of success 00:22:25.980 --> 00:22:27.733 and that really does build on itself 00:22:27.733 --> 00:22:31.600 and help kids start to see themselves as learners. 00:22:31.600 --> 00:22:34.953 And that's really the key that then will kick things off. 00:22:35.900 --> 00:22:38.120 - Great. So Kristen, we have a lot of questions. 00:22:38.120 --> 00:22:40.420 And it goes back to the very first tip, 00:22:40.420 --> 00:22:41.470 which is setting goals. 00:22:41.470 --> 00:22:45.210 We have a couple of questions around goals, first from Sue. 00:22:45.210 --> 00:22:46.670 She loves the idea of setting goals, 00:22:46.670 --> 00:22:48.660 but they're already being set by the school. 00:22:48.660 --> 00:22:50.640 So how do you match what your, 00:22:50.640 --> 00:22:52.650 the goals that your schools are setting? 00:22:52.650 --> 00:22:55.570 Another question from Flavio is like, 00:22:55.570 --> 00:22:57.600 how do we know we're setting goals at the appropriate level? 00:22:57.600 --> 00:23:00.890 And you know, whether it's too challenging, 00:23:00.890 --> 00:23:02.570 not challenging enough. 00:23:02.570 --> 00:23:03.950 And then the third is from Ed, 00:23:03.950 --> 00:23:06.290 who's asking for very specific examples 00:23:06.290 --> 00:23:09.090 for their grade school kid. 00:23:09.090 --> 00:23:11.750 They're having challenges with getting their child 00:23:11.750 --> 00:23:13.663 to help set their own goals. 00:23:14.690 --> 00:23:17.650 - Got it. So, yeah, lots of, lots of good stuff. 00:23:17.650 --> 00:23:20.240 So the first thing I would say that underlies 00:23:20.240 --> 00:23:22.370 all of those is, 00:23:22.370 --> 00:23:25.720 think about talking to your child's teacher, 00:23:25.720 --> 00:23:27.250 even in this distance world, 00:23:27.250 --> 00:23:29.920 keeping those lines of communication open. 00:23:29.920 --> 00:23:32.937 So if a teacher starts hearing, like, 00:23:32.937 --> 00:23:36.350 "All of the things that you're asking us to do every day 00:23:36.350 --> 00:23:37.290 is too much. 00:23:37.290 --> 00:23:40.200 Like, the kids can't handle that much." 00:23:40.200 --> 00:23:42.420 And they start hearing that from parents, 00:23:42.420 --> 00:23:44.250 they're gonna adjust what they're doing. 00:23:44.250 --> 00:23:45.330 Or they're gonna, you know, 00:23:45.330 --> 00:23:47.740 start to find ways to help the students 00:23:47.740 --> 00:23:50.800 and provide more support, one or the other. 00:23:50.800 --> 00:23:53.810 But if the teacher doesn't know that the kids are struggling 00:23:53.810 --> 00:23:54.643 to do this, 00:23:54.643 --> 00:23:56.600 and it can be difficult to know that 00:23:56.600 --> 00:24:00.226 when they are in a distance learning situation, 00:24:00.226 --> 00:24:04.050 then they don't know that the kids need extra help 00:24:04.050 --> 00:24:06.220 or that they need to think about 00:24:06.220 --> 00:24:08.290 how much they're putting on kids. 00:24:08.290 --> 00:24:11.650 Because a lot of teachers may have tons of experience 00:24:11.650 --> 00:24:14.400 doing all of this in the regular classroom, 00:24:14.400 --> 00:24:17.480 but it's not clear how much kids can take on 00:24:17.480 --> 00:24:19.340 in these distance learning situations. 00:24:19.340 --> 00:24:24.340 So that's my first piece of advice is to think about how to, 00:24:25.287 --> 00:24:27.120 you know, talk to your teacher 00:24:27.120 --> 00:24:28.969 about if the goals are too much, 00:24:28.969 --> 00:24:32.720 or if they're thinking about, you know, 00:24:32.720 --> 00:24:36.230 if they're not meeting them or where they need to go. 00:24:36.230 --> 00:24:37.350 And Dan, I have lost, 00:24:37.350 --> 00:24:38.850 there were a bunch of questions there, 00:24:38.850 --> 00:24:42.630 and I lost, (giggles) in my short term memory, 00:24:42.630 --> 00:24:43.900 a couple of the other points. 00:24:43.900 --> 00:24:45.677 Could you remind me of what those were? 00:24:45.677 --> 00:24:49.430 - So the other one is, how do we know when 00:24:49.430 --> 00:24:52.390 it's like the right level of goal for the child, 00:24:52.390 --> 00:24:55.291 in addition to your teacher one. 00:24:55.291 --> 00:24:57.700 And then I think the third one was, 00:24:57.700 --> 00:25:00.491 how do you get your kids to kind of play into goal setting 00:25:00.491 --> 00:25:02.880 if your kid's reluctant to kind of engage 00:25:02.880 --> 00:25:04.380 with the goal setting exercise, right? 00:25:04.380 --> 00:25:07.340 So if they're not happy to share with you what they think, 00:25:07.340 --> 00:25:10.090 like, how do you pull that out of them? 00:25:10.090 --> 00:25:11.200 - Great. Yep. 00:25:11.200 --> 00:25:16.200 So the level of goals piece is another one to, 00:25:17.020 --> 00:25:19.670 it's really good to talk to your student's teacher, 00:25:19.670 --> 00:25:22.080 talk to your kid's teacher about, you know, 00:25:22.080 --> 00:25:24.690 what kinds of levels that they're at, 00:25:24.690 --> 00:25:27.500 because it is going to be individual for kids. 00:25:27.500 --> 00:25:30.320 But then it should be as something that you're looking for, 00:25:30.320 --> 00:25:34.210 you want kids to, if you're kind of observing them do work, 00:25:34.210 --> 00:25:36.960 you want to think about there's something where they have to 00:25:36.960 --> 00:25:38.020 put in effort. 00:25:38.020 --> 00:25:39.330 And there's something that we talked about 00:25:39.330 --> 00:25:41.280 that's called productive struggle. 00:25:41.280 --> 00:25:43.130 And it means that kids are, 00:25:43.130 --> 00:25:45.250 they're having to put in some cognitive efforts, 00:25:45.250 --> 00:25:48.437 like think hard about this and reason through it. 00:25:48.437 --> 00:25:50.620 And it's not just coming easy to them. 00:25:50.620 --> 00:25:53.540 If it's coming really easy, it's probably too low a goal. 00:25:53.540 --> 00:25:55.000 If they're getting really frustrated, 00:25:55.000 --> 00:25:56.510 it's probably too high a goal. 00:25:56.510 --> 00:25:58.770 So something kind of in between there 00:25:58.770 --> 00:26:00.590 is what you're looking to hit, 00:26:00.590 --> 00:26:03.320 where there is a little bit of struggle going on. 00:26:03.320 --> 00:26:04.940 Maybe they're a little bit confused. 00:26:04.940 --> 00:26:06.740 Maybe they're not sure how to do this. 00:26:06.740 --> 00:26:10.050 Maybe they need a little bit of help. That is all okay. 00:26:10.050 --> 00:26:12.620 Those are all signs that they're right about 00:26:12.620 --> 00:26:13.610 at the right place. 00:26:13.610 --> 00:26:15.320 They don't need to be doing it independently. 00:26:15.320 --> 00:26:17.160 If they could just breeze through it independently, 00:26:17.160 --> 00:26:18.083 probably too easy. 00:26:19.400 --> 00:26:21.930 So that's kind of what you're looking for in terms of 00:26:21.930 --> 00:26:24.360 where the step, what that is. 00:26:24.360 --> 00:26:26.543 But a good guide is looking at the things 00:26:26.543 --> 00:26:28.003 that your teachers, 00:26:28.003 --> 00:26:30.440 that your child's teacher's assigning 00:26:30.440 --> 00:26:33.080 and thinking about, you know, how that can, 00:26:33.080 --> 00:26:35.120 how you can help break that down. 00:26:35.120 --> 00:26:36.980 The other piece to that first question was, you know, 00:26:36.980 --> 00:26:39.670 it seems to be too much, that's being assigned. 00:26:39.670 --> 00:26:42.380 Again, think about breaking down into small pieces. 00:26:42.380 --> 00:26:45.627 So you can a little bit of progress even after an hour. 00:26:45.627 --> 00:26:47.980 "What are we going to try to do in this hour? 00:26:47.980 --> 00:26:49.880 I know it's a whole bunch of stuff. 00:26:49.880 --> 00:26:52.250 Let's just focus on this thing we can get done now, 00:26:52.250 --> 00:26:54.810 and then we can worry about the rest of it later." 00:26:54.810 --> 00:26:56.580 So all of that is good goal setting. 00:26:56.580 --> 00:26:58.630 And then if you've got kids that are just, 00:26:58.630 --> 00:27:00.620 that are not engaging 00:27:00.620 --> 00:27:03.997 and are not that good at setting goals, 00:27:03.997 --> 00:27:07.660 we can think about, again, 00:27:07.660 --> 00:27:12.660 that idea of rewards and thinking about engaging them, 00:27:13.000 --> 00:27:17.480 and maybe if you're initially setting a goal 00:27:17.480 --> 00:27:19.320 and then having them in the conversation 00:27:19.320 --> 00:27:22.110 about what they think maybe would be a good reward 00:27:22.110 --> 00:27:25.750 for getting into that, reaching that goal. 00:27:25.750 --> 00:27:29.810 So all of that can kind of help bring them into the process 00:27:29.810 --> 00:27:30.643 and what that is. 00:27:30.643 --> 00:27:33.086 So maybe they're not interested in setting the goal 00:27:33.086 --> 00:27:34.580 the first time. 00:27:34.580 --> 00:27:38.120 'Cause then you can think about what's the reward for that. 00:27:38.120 --> 00:27:41.600 Or you can think about rewards for helping set goals. 00:27:41.600 --> 00:27:43.870 We're getting very kind of meta there. 00:27:43.870 --> 00:27:47.127 But then again, rewards can be good for helping kids 00:27:47.127 --> 00:27:50.790 start doing something that they're not interested in doing. 00:27:50.790 --> 00:27:53.137 So think about, you know, 00:27:53.137 --> 00:27:56.470 "Hey, let's set this goal and then we can go and, you know, 00:27:56.470 --> 00:27:59.340 chase around in the backyard with the dog for 30 minutes, 00:27:59.340 --> 00:28:02.100 and then we can get back to work on a meeting." 00:28:02.100 --> 00:28:05.410 Those kinds of things, you know, are all good ways 00:28:05.410 --> 00:28:07.713 to start to kind of encourage that behavior. 00:28:08.950 --> 00:28:09.783 - That's great. 00:28:09.783 --> 00:28:10.740 And we have a question, 00:28:10.740 --> 00:28:12.810 we have a couple questions around feedback 00:28:12.810 --> 00:28:15.040 and that portion of the tips. 00:28:15.040 --> 00:28:16.600 So Rebecca asks, 00:28:16.600 --> 00:28:18.627 what type of feedback is most helpful for kids 00:28:18.627 --> 00:28:21.950 and does it depend on the stage of where they're learning? 00:28:21.950 --> 00:28:25.733 So things like the frequency of the feedback, the timing, 00:28:25.733 --> 00:28:28.239 when to acknowledge, you know, 00:28:28.239 --> 00:28:32.180 basically effort versus results, things like that? 00:28:32.180 --> 00:28:35.730 - Yup, yup. All good, excellent questions. 00:28:35.730 --> 00:28:36.840 This is actually some place 00:28:36.840 --> 00:28:40.080 where there's a pretty good amount of research out there. 00:28:40.080 --> 00:28:43.420 So when you were just learning a new thing, 00:28:43.420 --> 00:28:46.326 you want to give immediate feedback 00:28:46.326 --> 00:28:49.700 that is both about whether it's correct or not, 00:28:49.700 --> 00:28:52.820 but also why it's correct or not. 00:28:52.820 --> 00:28:55.570 So that's what we call elaborated feedback 00:28:55.570 --> 00:28:58.410 because it's not just the correctness, but it's the why. 00:28:58.410 --> 00:29:01.750 And so you want that to be specific to the task 00:29:01.750 --> 00:29:03.070 that they're doing. 00:29:03.070 --> 00:29:05.417 You don't want to give that general feedback like, 00:29:05.417 --> 00:29:06.560 "Oh, you're so smart." 00:29:06.560 --> 00:29:10.490 You want to keep it as "You got that question right. 00:29:10.490 --> 00:29:11.677 Good job." 00:29:11.677 --> 00:29:15.517 "That answer is right because XYZ." 00:29:17.040 --> 00:29:19.970 or "You didn't get that one right that time. 00:29:19.970 --> 00:29:24.580 That answer's not correct because of XYZ. Let's try again." 00:29:24.580 --> 00:29:28.610 Again, don't make it about characteristics of the child. 00:29:28.610 --> 00:29:31.330 You want to think about trying to give feedback. 00:29:31.330 --> 00:29:32.950 So feedback on correctness 00:29:32.950 --> 00:29:35.890 and about why it's correct or not is good. 00:29:35.890 --> 00:29:38.080 And you can also then combine that 00:29:38.080 --> 00:29:40.320 with feedback about effort. 00:29:40.320 --> 00:29:42.630 So something like, "Wow," 00:29:42.630 --> 00:29:44.380 if you're seeing that productive struggle 00:29:44.380 --> 00:29:45.340 that I was talking about, 00:29:45.340 --> 00:29:48.187 like they've worked pretty hard to get to this answer, like, 00:29:48.187 --> 00:29:51.320 "Wow, I saw you really thinking hard about that. 00:29:51.320 --> 00:29:52.900 That's great. 00:29:52.900 --> 00:29:55.470 Let's take a look at whether we got it right or wrong, 00:29:55.470 --> 00:29:57.030 or whether we want to try again." 00:29:57.030 --> 00:30:00.090 And then you can move into the correctness feedback. 00:30:00.090 --> 00:30:02.670 As kids are more advanced 00:30:02.670 --> 00:30:05.400 and they're getting into more advanced topics 00:30:05.400 --> 00:30:08.090 and are kind of more comfortable with things, 00:30:08.090 --> 00:30:11.370 it's actually good to have them have a chance 00:30:11.370 --> 00:30:15.210 to reflect on whether they think something's correct or not. 00:30:15.210 --> 00:30:16.977 So we do things like saying, 00:30:16.977 --> 00:30:18.990 "How confident are you in that answer? 00:30:18.990 --> 00:30:19.830 How sure are you, 00:30:19.830 --> 00:30:21.902 how sure are you that that's right?" 00:30:21.902 --> 00:30:25.970 And get them to actually start building some of those skills 00:30:25.970 --> 00:30:29.170 where they're kind of mentally checking their own work, 00:30:29.170 --> 00:30:32.340 which is a good skill to have and think about, 00:30:32.340 --> 00:30:34.180 and then give them the feedback. 00:30:34.180 --> 00:30:35.700 It can be a little bit more delayed. 00:30:35.700 --> 00:30:37.416 It doesn't need to be quite as immediate 00:30:37.416 --> 00:30:39.766 as kids are getting a little bit more advanced. 00:30:40.800 --> 00:30:43.330 - So perhaps we have time for one more question. 00:30:43.330 --> 00:30:44.920 Unfortunately, we have a lot more questions 00:30:44.920 --> 00:30:45.753 than we have time for. 00:30:45.753 --> 00:30:48.170 So we'll try to, you know, 00:30:48.170 --> 00:30:50.790 potentially address it in the future in a future webinar. 00:30:50.790 --> 00:30:54.340 But Melissa asks, and it's a little bit related to feedback, 00:30:54.340 --> 00:30:57.630 which is, when should you step back and allow a break, 00:30:57.630 --> 00:31:00.823 if your child's just really reluctant or really frustrated. 00:31:02.400 --> 00:31:05.910 When you recognize that and then when do you actually engage 00:31:05.910 --> 00:31:07.880 or when do you disengage? 00:31:07.880 --> 00:31:09.710 - Yeah. Excellent question. 00:31:09.710 --> 00:31:11.360 So first I would say, 00:31:11.360 --> 00:31:16.360 we want to prioritize our kids' emotional wellbeing 00:31:16.526 --> 00:31:17.900 in all of this. 00:31:17.900 --> 00:31:19.900 We don't want to let kids get to the point 00:31:19.900 --> 00:31:20.770 where they're, you know, 00:31:20.770 --> 00:31:22.750 breaking down in tears about things, 00:31:22.750 --> 00:31:26.310 because that's going to take a lot to then walk back 00:31:26.310 --> 00:31:29.940 and get down and get settled and where that is. 00:31:29.940 --> 00:31:34.810 So the more you can be proactive in scheduling in breaks 00:31:34.810 --> 00:31:37.090 and taking a step away 00:31:37.090 --> 00:31:40.638 even before they're showing signs of being upset, 00:31:40.638 --> 00:31:43.330 that's actually good too. 00:31:43.330 --> 00:31:45.270 So don't be hesitant to take breaks. 00:31:45.270 --> 00:31:47.220 Breaks are good for everybody. 00:31:47.220 --> 00:31:50.130 But if you've kind of gotten through there, 00:31:50.130 --> 00:31:52.910 but your child is still like really frustrated, 00:31:52.910 --> 00:31:54.433 absolutely take a break. 00:31:55.490 --> 00:31:57.607 Go back to those strategies. 00:31:57.607 --> 00:32:00.810 "Okay, let's take a break, do something else." 00:32:00.810 --> 00:32:02.140 And then I tend to go back, 00:32:02.140 --> 00:32:03.470 have a little bit of discussion 00:32:03.470 --> 00:32:06.600 about what's really frustrating them. 00:32:06.600 --> 00:32:08.220 Where is that road block? 00:32:08.220 --> 00:32:10.870 Is it they don't know what to do next? 00:32:10.870 --> 00:32:14.170 They can't get this right? They can't understand it? 00:32:14.170 --> 00:32:17.160 You know, then you can start to problem solve about, 00:32:17.160 --> 00:32:21.440 okay, if you understand what it is that's so frustrating. 00:32:21.440 --> 00:32:24.610 Is it that it's just too much that they're thinking about? 00:32:24.610 --> 00:32:25.830 Is it that, you know, 00:32:25.830 --> 00:32:29.310 they're worried about all of the other things going on 00:32:29.310 --> 00:32:32.100 in the world, or they, where are those things? 00:32:32.100 --> 00:32:34.740 So the more you can have a conversation, take a break, 00:32:34.740 --> 00:32:35.610 get away from it, 00:32:35.610 --> 00:32:40.070 then have a conversation about how are they feeling, 00:32:40.070 --> 00:32:41.370 what are the things that they're worried about? 00:32:41.370 --> 00:32:44.310 What are the things that are frustrating them and see if you 00:32:44.310 --> 00:32:46.050 can problem solve some of those together. 00:32:46.050 --> 00:32:49.740 But absolutely look for those body language signs 00:32:49.740 --> 00:32:53.440 that kids are getting really upset and frustrated 00:32:53.440 --> 00:32:55.310 and try to cut things off if you can, 00:32:55.310 --> 00:32:57.810 before it gets too far down that road. 00:32:57.810 --> 00:32:59.860 - Well, I think that's great advice for adults 00:32:59.860 --> 00:33:00.700 as much as kids. 00:33:00.700 --> 00:33:03.403 I think that's some good advice for us all to follow. 00:33:04.240 --> 00:33:07.373 So huge apologies. We have so many more questions. 00:33:08.220 --> 00:33:11.700 Like I said, perhaps we can tackle more in a future webinar. 00:33:11.700 --> 00:33:12.533 But with that, 00:33:12.533 --> 00:33:15.640 I'd like to thank Kristen for her sharing her expert advice 00:33:15.640 --> 00:33:16.780 with our audience. 00:33:16.780 --> 00:33:18.190 And we want to thank you, our audience, 00:33:18.190 --> 00:33:21.040 for taking time out of your busy schedule to be with us. 00:33:21.040 --> 00:33:23.197 We know you're incredibly busy during this time. 00:33:23.197 --> 00:33:26.110 And so we really appreciate you investing your time 00:33:26.110 --> 00:33:27.360 to this session. 00:33:27.360 --> 00:33:30.020 If you missed anything or want to go back and review again, 00:33:30.020 --> 00:33:31.850 this is being recorded. 00:33:31.850 --> 00:33:33.880 And not only are we going to post it, 00:33:33.880 --> 00:33:35.840 but for those of you who have registered, 00:33:35.840 --> 00:33:38.610 this will automatically be emailed to you. 00:33:38.610 --> 00:33:39.590 And in addition to that, 00:33:39.590 --> 00:33:42.180 as well as the downloadable with the seven tips 00:33:42.180 --> 00:33:43.630 that Kristen mentioned before. 00:33:43.630 --> 00:33:44.740 So don't miss, you know, 00:33:44.740 --> 00:33:46.460 don't worry if you missed anything. 00:33:46.460 --> 00:33:49.900 And we also have quite a few resources at khanacademy.org 00:33:49.900 --> 00:33:52.410 if you need more information. 00:33:52.410 --> 00:33:53.440 And before we sign off, 00:33:53.440 --> 00:33:55.890 we want to ask that you do two things for us. 00:33:55.890 --> 00:34:00.680 First, please answer the poll that happens at the end, 00:34:00.680 --> 00:34:02.630 that pops up at the end of this webinar. 00:34:02.630 --> 00:34:03.530 We want to ask, you know, 00:34:03.530 --> 00:34:06.580 how can we make future iterations of this session 00:34:06.580 --> 00:34:07.920 even better for you? 00:34:07.920 --> 00:34:09.870 And then secondly, what kind of other sessions 00:34:09.870 --> 00:34:12.240 would you like to see us develop in the future? 00:34:12.240 --> 00:34:13.220 And we're here to help you. 00:34:13.220 --> 00:34:15.630 So please let us know how we can best do that. 00:34:15.630 --> 00:34:18.050 And so from all of us at Khan Academy, thank you. 00:34:18.050 --> 00:34:18.993 And goodbye.
Types of studies
https://www.youtube.com/watch?v=zmXBbHDUgY4
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WEBVTT Kind: captions Language: en 00:00:00.840 --> 00:00:02.520 - [Instructor] In this video, we're gonna get our bearings 00:00:02.520 --> 00:00:04.610 on the different types of studies 00:00:04.610 --> 00:00:08.820 you might statistically analyze or statistical studies. 00:00:08.820 --> 00:00:11.250 So first of all, it's worth differentiating 00:00:11.250 --> 00:00:16.250 between an experiment and an observational study. 00:00:16.790 --> 00:00:19.200 I encourage you pause this video 00:00:19.200 --> 00:00:20.600 and think about what the difference is, 00:00:20.600 --> 00:00:22.750 at least in your head between an experiment 00:00:22.750 --> 00:00:24.980 and an observational. 00:00:24.980 --> 00:00:27.963 Observational study. 00:00:30.130 --> 00:00:33.130 Well, you might already be familiar with experiments. 00:00:33.130 --> 00:00:35.450 You oftentimes have a hypothesis 00:00:35.450 --> 00:00:38.000 that if you do something to one group, 00:00:38.000 --> 00:00:40.800 that it might have some type of statistically significant 00:00:40.800 --> 00:00:42.960 impact on them relative to a group 00:00:42.960 --> 00:00:44.450 that you did not do it to. 00:00:44.450 --> 00:00:46.270 And you would be generally right. 00:00:46.270 --> 00:00:48.770 That is the flavor of what we're talking about 00:00:48.770 --> 00:00:50.470 when we're talking about an experiment. 00:00:50.470 --> 00:00:53.410 An experiment we're actively putting people 00:00:53.410 --> 00:00:57.010 or things into a control versus treatment group. 00:00:57.010 --> 00:01:01.250 In the treatment group, you put the people 00:01:01.250 --> 00:01:03.510 and you usually would want to randomly select people 00:01:03.510 --> 00:01:04.343 into the treatment group. 00:01:04.343 --> 00:01:06.060 Maybe it's a new type of medication. 00:01:06.060 --> 00:01:07.730 And maybe in the treatment group, 00:01:07.730 --> 00:01:11.240 they actually get the medication while in the control group, 00:01:11.240 --> 00:01:14.250 which you would put people into randomly, 00:01:14.250 --> 00:01:16.030 whether they're in control or treatment, 00:01:16.030 --> 00:01:18.210 here they might get a placebo 00:01:18.210 --> 00:01:20.370 where they get a pill that looks just like the medication, 00:01:20.370 --> 00:01:22.140 but it really doesn't do anything. 00:01:22.140 --> 00:01:24.460 And then you wait some time and you can see, 00:01:24.460 --> 00:01:26.900 is there a statistically significant difference 00:01:26.900 --> 00:01:29.070 between the treatment group on average 00:01:29.070 --> 00:01:30.800 and the control group. 00:01:30.800 --> 00:01:32.370 So that's what an experiment does. 00:01:32.370 --> 00:01:34.520 It's kind of this act of sorting and figuring out 00:01:34.520 --> 00:01:39.250 whether some type of stimulus is able to show a difference 00:01:39.250 --> 00:01:41.190 while an observational study, 00:01:41.190 --> 00:01:43.870 you don't actively put into groups. 00:01:43.870 --> 00:01:46.760 Instead, you just collect data 00:01:46.760 --> 00:01:49.100 and see if you can have some insights 00:01:49.100 --> 00:01:50.400 from that data. 00:01:50.400 --> 00:01:54.660 If you can say, okay, the data, there's a population here, 00:01:54.660 --> 00:01:56.110 can I come up with some statistics 00:01:56.110 --> 00:01:57.800 that are indicative of the population? 00:01:57.800 --> 00:01:59.620 I might just wanna look at averages, 00:01:59.620 --> 00:02:03.800 or I might wanna find some correlations between variables. 00:02:03.800 --> 00:02:06.580 But even when we're talking about an observational study, 00:02:06.580 --> 00:02:07.880 there are different types of it, 00:02:07.880 --> 00:02:10.360 depending on what type of data we're looking at, 00:02:10.360 --> 00:02:13.420 whether the data is backward-looking, forward-looking 00:02:13.420 --> 00:02:16.320 or it's data that we are collecting right now, 00:02:16.320 --> 00:02:19.750 based on what people think or say right now. 00:02:19.750 --> 00:02:22.560 So if we're thinking about an observational study 00:02:22.560 --> 00:02:24.603 that is looking at past data, 00:02:25.940 --> 00:02:27.890 and I could imagine doing something like this 00:02:27.890 --> 00:02:28.723 at Khan Academy, 00:02:28.723 --> 00:02:32.550 where we could look at maybe usage of Khan Academy 00:02:32.550 --> 00:02:33.383 over time. 00:02:33.383 --> 00:02:35.560 We have these things in our server logs, 00:02:35.560 --> 00:02:38.150 and we're able to make do some analysis there. 00:02:38.150 --> 00:02:41.010 Maybe we're able to analyze and say, 00:02:41.010 --> 00:02:45.660 on average students are spending two hours per month 00:02:45.660 --> 00:02:49.500 on Khan Academy over in 2019. 00:02:49.500 --> 00:02:51.340 That would be past data. 00:02:51.340 --> 00:02:54.750 And that type of observational study would be called 00:02:54.750 --> 00:02:57.690 a retrospective study. 00:02:57.690 --> 00:03:02.330 Retro for backwards and spective, looking. 00:03:02.330 --> 00:03:05.290 So retrospective observational study 00:03:05.290 --> 00:03:08.810 would sample past data in order to come up with 00:03:08.810 --> 00:03:10.370 some insights. 00:03:10.370 --> 00:03:12.590 Now you can imagine there might be the other side. 00:03:12.590 --> 00:03:16.970 What if we are trying to observe things into the future? 00:03:16.970 --> 00:03:19.790 Well, here you might take a sample of folks 00:03:19.790 --> 00:03:22.560 who you think are indicative of a population 00:03:22.560 --> 00:03:25.830 and you might want to just track their data. 00:03:25.830 --> 00:03:29.730 So you could even consider that to be future data. 00:03:29.730 --> 00:03:32.030 So you pick the group, the sample ahead of time, 00:03:32.030 --> 00:03:34.980 and then you track their data over time. 00:03:34.980 --> 00:03:37.630 I'm just gonna try these little arrows 00:03:37.630 --> 00:03:39.050 that you're tracking their data, 00:03:39.050 --> 00:03:40.760 and then you see what happens. 00:03:40.760 --> 00:03:43.890 For example, you might randomly select hopefully 00:03:45.403 --> 00:03:47.340 a random sample of a hundred women, 00:03:47.340 --> 00:03:49.980 and you wanna see in the coming year, 00:03:49.980 --> 00:03:54.570 how many eggs do they eat on average per day? 00:03:54.570 --> 00:03:57.310 Well, what you would do is you selected those folks 00:03:57.310 --> 00:03:59.010 and then you would track that data 00:03:59.010 --> 00:04:00.590 for each of them every day. 00:04:00.590 --> 00:04:02.480 And then once you have the data, 00:04:02.480 --> 00:04:04.380 you could actually do it while you're collecting it. 00:04:04.380 --> 00:04:05.310 But at the end of the study, 00:04:05.310 --> 00:04:07.740 you'll be able to see what those averages are. 00:04:07.740 --> 00:04:09.090 But you can also keep track of it 00:04:09.090 --> 00:04:11.250 while you're taking that data. 00:04:11.250 --> 00:04:13.670 And you could imagine what this was called. 00:04:13.670 --> 00:04:16.350 Instead of retrospective, we're now looking forward. 00:04:16.350 --> 00:04:21.350 So it is prospective, forward looking observational study. 00:04:22.961 --> 00:04:24.800 Last but not least, some of y'all are probably thinking, 00:04:24.800 --> 00:04:27.430 what about if we're doing something now? 00:04:27.430 --> 00:04:32.080 If we go out there and we were to survey a bunch of people 00:04:32.080 --> 00:04:34.800 and say, how many eggs did you eat today? 00:04:34.800 --> 00:04:37.410 Or who are you going to vote for? 00:04:37.410 --> 00:04:38.930 What might we call that? 00:04:38.930 --> 00:04:40.980 It's tempting to call it something with a prefix 00:04:40.980 --> 00:04:41.980 and then spective. 00:04:41.980 --> 00:04:43.200 So it all matches, 00:04:43.200 --> 00:04:45.680 but it turns out that the terminology that statisticians 00:04:45.680 --> 00:04:50.680 will typically use is a sample survey. 00:04:52.520 --> 00:04:55.740 That right now you're gonna take a hopefully random sample 00:04:55.740 --> 00:04:58.840 of individuals from the population that you care about. 00:04:58.840 --> 00:05:01.170 And you are just gonna serve them right now 00:05:01.170 --> 00:05:03.030 and ask them, say some questions 00:05:03.030 --> 00:05:06.610 or observe some data about them right now. 00:05:06.610 --> 00:05:07.770 So I'll leave you there. 00:05:07.770 --> 00:05:09.870 This video is to just give you a little bit of 00:05:09.870 --> 00:05:12.620 the vocabulary and a little bit of a taxonomy 00:05:12.620 --> 00:05:14.880 on the types of studies that you'll see in general, 00:05:14.880 --> 00:05:16.560 which is especially useful to know 00:05:16.560 --> 00:05:19.170 when you're exploring the world of statistics.
Influential points in regression
https://www.youtube.com/watch?v=jHHPGhrcMOY
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https://www.youtube.com/api/timedtext?v=jHHPGhrcMOY&ei=91WUZfeHHaaep-oP-smQ0AE&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=B2BBA7263EEFA43E8B5881CF19719D4AA5202754.918D10A791B3215A3C9A1A299CC4C5CDECE8B31E&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.670 --> 00:00:01.860 - [Instructor] I'm pretty sure I just tore 00:00:01.860 --> 00:00:03.240 my calf muscle this morning 00:00:03.240 --> 00:00:05.370 while sprinting with my son. 00:00:05.370 --> 00:00:07.304 But the math must not stop, 00:00:07.304 --> 00:00:09.980 (chuckles) so I'm here to help us 00:00:09.980 --> 00:00:13.060 think about what we could call influential points 00:00:13.060 --> 00:00:14.550 when we're thinking about regressions. 00:00:14.550 --> 00:00:15.430 And to help us here, 00:00:15.430 --> 00:00:18.990 I have this tool from BFW Publishing. 00:00:18.990 --> 00:00:22.200 I encourage you to go here and use this tool yourself. 00:00:22.200 --> 00:00:25.020 But what it allows us to do is to draw some points. 00:00:25.020 --> 00:00:28.470 So just like that, let me draw some points. 00:00:28.470 --> 00:00:31.360 And then fit a least-squares line. 00:00:31.360 --> 00:00:33.470 So that's the least-squares line right over there. 00:00:33.470 --> 00:00:35.650 And you can not only see the line, 00:00:35.650 --> 00:00:37.520 we can see our correlation coefficient. 00:00:37.520 --> 00:00:40.610 It's pretty good, 0.8156. 00:00:40.610 --> 00:00:41.720 It's pretty close to one. 00:00:41.720 --> 00:00:44.910 So we have a pretty good fit right over here. 00:00:44.910 --> 00:00:47.720 But we're gonna think about our points 00:00:47.720 --> 00:00:51.070 that might influence, or it might be overly influential, 00:00:51.070 --> 00:00:55.160 we could say, to different aspects of this regression line. 00:00:55.160 --> 00:00:58.950 So one type of influential point is known as an outlier. 00:00:58.950 --> 00:01:01.210 And a good way of identifying an outlier 00:01:01.210 --> 00:01:03.720 is it's a very bad fit to the line, 00:01:03.720 --> 00:01:06.280 or it has a very large residual. 00:01:06.280 --> 00:01:10.460 And so if I put a point right over here, that is an outlier. 00:01:10.460 --> 00:01:13.330 So what happens when we have an outlier like that? 00:01:13.330 --> 00:01:18.330 So before we had a correlation coefficient of 0.8 something, 00:01:18.710 --> 00:01:20.960 you put one outlier like that out of, 00:01:20.960 --> 00:01:23.520 it's now one out of 16 points, 00:01:23.520 --> 00:01:25.970 it dramatically lowered our correlation coefficient 00:01:25.970 --> 00:01:29.060 because we have a really large residual right over here. 00:01:29.060 --> 00:01:32.210 So an outlier like this has been very influential 00:01:32.210 --> 00:01:33.920 on the correlation coefficient. 00:01:33.920 --> 00:01:38.630 It didn't impact the slope of the line a tremendous amount. 00:01:38.630 --> 00:01:39.633 It did a little bit. 00:01:40.710 --> 00:01:42.910 Actually, when I put it there, it didn't impact 00:01:42.910 --> 00:01:44.270 the slope much at all. 00:01:44.270 --> 00:01:48.210 And it does impact the Y-intercept a little bit. 00:01:48.210 --> 00:01:49.550 Actually, when I put it out here, 00:01:49.550 --> 00:01:51.520 it doesn't impact the Y-intercept much at all. 00:01:51.520 --> 00:01:53.320 If I put it a little bit more to the left, 00:01:53.320 --> 00:01:54.870 it impacts it a little bit. 00:01:54.870 --> 00:01:58.100 But these outliers that are at least close 00:01:58.100 --> 00:02:00.830 to the mean X value, 00:02:00.830 --> 00:02:03.020 these seem to be most relevant 00:02:03.020 --> 00:02:05.610 in terms of impacting, or most influential 00:02:05.610 --> 00:02:08.720 in terms of the correlation coefficient. 00:02:08.720 --> 00:02:11.140 Now, what about an outlier 00:02:11.140 --> 00:02:14.040 that's further away from the mean X value? 00:02:14.040 --> 00:02:16.760 And something, a point whose X value 00:02:16.760 --> 00:02:19.810 is further away from the mean X value 00:02:19.810 --> 00:02:21.480 is considered a high leverage point. 00:02:21.480 --> 00:02:22.313 And the way you could think 00:02:22.313 --> 00:02:23.760 about that is if you imagine 00:02:23.760 --> 00:02:26.100 this as being some type of a seesaw 00:02:26.100 --> 00:02:28.730 somehow pivoted on the mean X value, 00:02:28.730 --> 00:02:30.730 well, if you put a point out here, 00:02:30.730 --> 00:02:32.090 it looks like it's pivoting down. 00:02:32.090 --> 00:02:34.510 It's like someone's sitting at this end of the seesaw. 00:02:34.510 --> 00:02:37.330 And so that's where I think the term leverage comes from. 00:02:37.330 --> 00:02:39.820 And you can see what I put an outlier, 00:02:39.820 --> 00:02:42.830 if I put a high leverage outlier out here 00:02:42.830 --> 00:02:44.600 that does many things. 00:02:44.600 --> 00:02:47.750 It definitely drops the correlation coefficient. 00:02:47.750 --> 00:02:52.310 It changes the slope and it changes the Y-intercept. 00:02:52.310 --> 00:02:53.850 So it does a lot of things. 00:02:53.850 --> 00:02:56.310 So it's highly influential for everything 00:02:56.310 --> 00:02:57.720 I just talked about. 00:02:57.720 --> 00:02:59.430 And if I have a high leverage point 00:02:59.430 --> 00:03:02.710 that's maybe a little bit less of an outlier, 00:03:02.710 --> 00:03:03.880 something like this, 00:03:03.880 --> 00:03:05.240 based on the points that I happen to have, 00:03:05.240 --> 00:03:07.240 it didn't hurt the correlation coefficient. 00:03:07.240 --> 00:03:08.880 In fact, in that example, it's actually improved 00:03:08.880 --> 00:03:12.820 it a little bit, but it did change the Y intercept a bit, 00:03:12.820 --> 00:03:14.440 and it did change the slope a bit. 00:03:14.440 --> 00:03:15.940 Although, obviously, not as dramatic 00:03:15.940 --> 00:03:17.360 as when you do something like that. 00:03:17.360 --> 00:03:20.820 And that kills the correlation coefficient as well. 00:03:20.820 --> 00:03:22.720 Let's see what happens if we do things over here. 00:03:22.720 --> 00:03:27.060 So if I have a high leverage outlier over here, 00:03:27.060 --> 00:03:28.330 you see the same thing. 00:03:28.330 --> 00:03:32.270 A high leverage outliers seems to influence everything. 00:03:32.270 --> 00:03:34.070 If it is a high leverage point 00:03:34.070 --> 00:03:35.680 that is less of an outlier. 00:03:35.680 --> 00:03:37.370 Actually, once again, it improved 00:03:37.370 --> 00:03:39.140 the correlation coefficient. 00:03:39.140 --> 00:03:40.760 You could say that it's still influential 00:03:40.760 --> 00:03:42.820 on the correlation coefficient in this case, 00:03:42.820 --> 00:03:46.170 it's improving it, but it's less influential 00:03:46.170 --> 00:03:48.250 in terms of the slope and the Y-intercept, 00:03:48.250 --> 00:03:50.280 although it is making a difference there. 00:03:50.280 --> 00:03:51.810 So I encourage you to play with this. 00:03:51.810 --> 00:03:53.750 Think about different points. 00:03:53.750 --> 00:03:57.680 How far they are away from the mean X value, 00:03:57.680 --> 00:03:59.230 how large of a residual they have, 00:03:59.230 --> 00:04:00.540 are they an outlier? 00:04:00.540 --> 00:04:04.420 And how influential they are to the various aspects 00:04:04.420 --> 00:04:07.410 of a least-squares line, the slope, the Y-intercept, 00:04:07.410 --> 00:04:08.570 or the correlation coefficient. 00:04:08.570 --> 00:04:10.210 When we're talking about correlation coefficient, 00:04:10.210 --> 00:04:11.680 also known as the R value, 00:04:11.680 --> 00:04:14.080 which is of course the square root of R squared.
Systematic random sampling
https://www.youtube.com/watch?v=TrOS8OnM1u4
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https://www.youtube.com/api/timedtext?v=TrOS8OnM1u4&ei=91WUZdTEJvKyvdIPrtmimAo&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=CB74A2537B3D2607A136F81F6253FDB52B7E4BFD.AD4561E159E610C2C186982581FDF2BCA7765CE6&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.430 --> 00:00:02.460 - [Instructor] In this video, we're going to talk about 00:00:02.460 --> 00:00:05.240 random sampling, which we've already talked about 00:00:05.240 --> 00:00:06.500 in other videos. 00:00:06.500 --> 00:00:08.620 And we're going to compare what we already know 00:00:08.620 --> 00:00:11.670 about simple random sampling to a new type 00:00:11.670 --> 00:00:13.670 of random sampling that we're going to introduce 00:00:13.670 --> 00:00:14.503 in this video. 00:00:14.503 --> 00:00:19.140 And that is systematic random sampling. 00:00:19.140 --> 00:00:20.810 So let's look at an example. 00:00:20.810 --> 00:00:24.750 Let's say that there is a concert that is happening 00:00:24.750 --> 00:00:29.370 and we expect approximately 10,000 people 00:00:29.370 --> 00:00:31.110 to attend the concert. 00:00:31.110 --> 00:00:34.020 And we want to randomly sample people at the concert. 00:00:34.020 --> 00:00:36.740 Maybe we wanna do a study on how do people 00:00:36.740 --> 00:00:38.090 get to the concert. 00:00:38.090 --> 00:00:43.090 How do people get to the concert? 00:00:45.100 --> 00:00:48.820 Do they drive and park? Do they ride with a friend? 00:00:48.820 --> 00:00:52.550 Do they take an Uber or a cab of some kind? 00:00:52.550 --> 00:00:57.180 And so we wanna find a random sample, ideally without bias, 00:00:57.180 --> 00:00:58.880 to survey people. 00:00:58.880 --> 00:01:00.490 So there's a couple of ways you could do it. 00:01:00.490 --> 00:01:04.980 You could try to do a simple random sample. 00:01:04.980 --> 00:01:07.670 And that might be a case of if you could somehow 00:01:07.670 --> 00:01:10.620 get the names of all 10,000 people and put them 00:01:10.620 --> 00:01:12.830 into a big bowl like this. 00:01:12.830 --> 00:01:15.830 And then let's say you want to sample 100 people. 00:01:15.830 --> 00:01:20.830 Let's say you want to sample approximately 100 people. 00:01:22.750 --> 00:01:25.290 You could just mix up all the names 00:01:25.290 --> 00:01:28.660 that may be on these little pieces of paper, 10,000 of them, 00:01:28.660 --> 00:01:31.900 and then pull them out and pull out a random sample 00:01:31.900 --> 00:01:33.080 of 100 of them. 00:01:33.080 --> 00:01:36.440 That would be a simple random sample. 00:01:36.440 --> 00:01:38.420 But you could already imagine there might be some 00:01:38.420 --> 00:01:40.170 logistic difficulties of doing this. 00:01:40.170 --> 00:01:41.970 How are you going to get the 10,000 names? 00:01:41.970 --> 00:01:43.840 You're gonna write 'em on a piece of paper. 00:01:43.840 --> 00:01:46.290 That's gonna be a you'd have to really mix 'em good 00:01:46.290 --> 00:01:49.120 so it's truly random who you're picking out. 00:01:49.120 --> 00:01:51.480 So are there other ways of doing a random sample? 00:01:51.480 --> 00:01:53.090 And as you can imagine, yes, there are. 00:01:53.090 --> 00:01:56.920 And that's where systematic random sampling is useful. 00:01:56.920 --> 00:01:59.370 One way to think about systematic random sampling 00:01:59.370 --> 00:02:03.430 is you're going to randomly sample a subset of the people 00:02:03.430 --> 00:02:06.080 who are maybe walking into the concert. 00:02:06.080 --> 00:02:08.760 So let's say people get to the concert and they start 00:02:08.760 --> 00:02:12.930 forming a line to get into the concert. 00:02:12.930 --> 00:02:15.860 What you wanna do in systematic random sampling 00:02:15.860 --> 00:02:18.130 is randomly pick your first person. 00:02:18.130 --> 00:02:20.300 There's a bunch of ways that you could do that. 00:02:20.300 --> 00:02:22.070 Let's say you have a random number generator 00:02:22.070 --> 00:02:24.770 that'll generate a number from one to 100. 00:02:24.770 --> 00:02:26.800 And that's going to be the first person you survey. 00:02:26.800 --> 00:02:29.470 If that random number generator generates a 37, 00:02:29.470 --> 00:02:32.870 then you're going to start with the 37th person in line. 00:02:32.870 --> 00:02:36.950 So you pick that first person randomly. You survey them. 00:02:36.950 --> 00:02:39.930 And remember, our goal is to sample about 100 people 00:02:39.930 --> 00:02:40.763 out of 10,000. 00:02:40.763 --> 00:02:43.970 So we wanna roughly sample one out of every 100 people. 00:02:43.970 --> 00:02:47.440 And so what you do there is once you have that first person 00:02:47.440 --> 00:02:49.610 that you're sampling, you then sample 00:02:49.610 --> 00:02:51.640 every 100th person after that. 00:02:51.640 --> 00:02:53.800 That's called sometimes the sample interval. 00:02:53.800 --> 00:02:56.300 And the reason why 100 people is because if you sample 00:02:56.300 --> 00:02:59.110 every 100th person after that, you're gonna roughly get 00:02:59.110 --> 00:03:02.850 100 people in your sample out of a total of 10,000. 00:03:02.850 --> 00:03:04.560 So this is going to be after 100, 00:03:04.560 --> 00:03:06.660 you're going to sample someone else. 00:03:06.660 --> 00:03:07.820 And then after another 100, you're going 00:03:07.820 --> 00:03:09.930 to sample someone else. 00:03:09.930 --> 00:03:13.000 Now, the reason why this is useful is you could say 00:03:13.000 --> 00:03:14.630 okay, that first person was random. 00:03:14.630 --> 00:03:16.410 And then every person after that. 00:03:16.410 --> 00:03:18.410 It doesn't seem like there'd be any bias 00:03:18.410 --> 00:03:19.960 for why they would be the 100th person 00:03:19.960 --> 00:03:21.820 after that first person. 00:03:21.820 --> 00:03:23.660 You don't wanna just do the first 100 people 00:03:23.660 --> 00:03:25.370 because those might be the early birds, 00:03:25.370 --> 00:03:28.200 the people who may be disproportionately went parking 00:03:28.200 --> 00:03:30.650 or planned earlier or had some bias in some way. 00:03:30.650 --> 00:03:32.690 So you do wanna make sure that you're getting, you know, 00:03:32.690 --> 00:03:35.190 both the beginning, the middle, and the end of the line, 00:03:35.190 --> 00:03:36.490 which this thing helps. 00:03:36.490 --> 00:03:38.140 Now, we have to be careful. 00:03:38.140 --> 00:03:41.750 Even systematic random sampling is not foolproof. 00:03:41.750 --> 00:03:43.870 There's a situation where inadvertently 00:03:43.870 --> 00:03:45.830 even this system has bias. 00:03:45.830 --> 00:03:47.720 Let's say that this is the arena. 00:03:47.720 --> 00:03:50.550 This is a top view of the arena right over here. 00:03:50.550 --> 00:03:54.580 And this is the line of people coming in. 00:03:54.580 --> 00:03:58.780 And this is where you are standing and you are counting 00:03:58.780 --> 00:04:00.220 every 100th person. 00:04:00.220 --> 00:04:04.430 But maybe, and let's say there's a tree right over here. 00:04:04.430 --> 00:04:09.000 And maybe there's a road. I'm making this quite elaborate. 00:04:09.000 --> 00:04:11.940 So maybe there is a road right over here. 00:04:11.940 --> 00:04:15.560 And a lot of people, maybe all of the people who are walking 00:04:15.560 --> 00:04:19.180 or taking a cab are coming from this direction. 00:04:19.180 --> 00:04:21.670 And maybe all of the people from the parking lot 00:04:21.670 --> 00:04:24.070 are coming from this direction. 00:04:24.070 --> 00:04:26.770 And maybe you have a police officer right over here 00:04:26.770 --> 00:04:30.360 who is doing crowd control, who lets 50 people, 00:04:30.360 --> 00:04:34.510 50 of these people in, followed by 50 of these people in. 00:04:34.510 --> 00:04:37.590 Well, in that situation, every 100th, you might end up 00:04:37.590 --> 00:04:40.170 just sampling one side or the other. 00:04:40.170 --> 00:04:42.340 So you have to make sure that there isn't some bias 00:04:42.340 --> 00:04:44.840 that's being introduced into this line somehow 00:04:44.840 --> 00:04:46.433 that might distort your sample.
Analyzing mosaic plots
https://www.youtube.com/watch?v=2sHkluggZp8
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https://www.youtube.com/api/timedtext?v=2sHkluggZp8&ei=91WUZYzDHvagp-oPn9CxoAc&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=E5C6581DC4F84A78C351DAAE81AE53C6C29F6211.C4F73BB8E6879AC9FD1A677271660B8ADF3464D3&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.220 --> 00:00:02.050 - [Instructor] We're told that administrators at a school 00:00:02.050 --> 00:00:04.190 are considering a policy change. 00:00:04.190 --> 00:00:06.850 They survey a group of students, staff members, 00:00:06.850 --> 00:00:09.630 and parents about whether or not they agree 00:00:09.630 --> 00:00:11.180 with the new policy. 00:00:11.180 --> 00:00:15.300 The following mosaic plot summarizes their results. 00:00:15.300 --> 00:00:17.780 Which of the following statements can we justify 00:00:17.780 --> 00:00:19.810 from the mosaic plot? 00:00:19.810 --> 00:00:22.720 So pause this video and try to figure this out on your own. 00:00:22.720 --> 00:00:25.030 Pick which of these statements can be justified 00:00:25.030 --> 00:00:28.963 and there could be more than one based on this mosaic plot. 00:00:30.310 --> 00:00:32.500 All right, now let's work through this together. 00:00:32.500 --> 00:00:33.880 So before I even look at the choices, 00:00:33.880 --> 00:00:35.890 let me see if I can interpret this. 00:00:35.890 --> 00:00:36.930 So this mosaic plot, 00:00:36.930 --> 00:00:39.780 what it does above and beyond a segmented bar chart, 00:00:39.780 --> 00:00:43.040 is it gives us the width that shows us how many, 00:00:43.040 --> 00:00:45.750 for example, students versus staff versus parents 00:00:45.750 --> 00:00:47.630 were sampled or surveyed. 00:00:47.630 --> 00:00:50.520 And it looks like more than half 00:00:50.520 --> 00:00:52.620 of the people surveyed were students. 00:00:52.620 --> 00:00:55.160 And then staff and parents seem similar. 00:00:55.160 --> 00:00:58.020 In terms of who is agreeing with the policy, 00:00:58.020 --> 00:00:59.600 so that's that light blue color. 00:00:59.600 --> 00:01:02.950 It seems like students are not very likely to agree 00:01:02.950 --> 00:01:03.783 with the policy. 00:01:03.783 --> 00:01:07.060 It looks like staff is very likely to agree with the policy, 00:01:07.060 --> 00:01:09.250 that the bulk of staff is agreeing with it. 00:01:09.250 --> 00:01:12.330 And parents are kind of on both sides. 00:01:12.330 --> 00:01:14.980 So let's see which of these statements are consistent 00:01:14.980 --> 00:01:16.530 with what we just looked at. 00:01:16.530 --> 00:01:19.840 Parents were the least likely to agree with the new policy. 00:01:19.840 --> 00:01:21.460 No, that's not true. 00:01:21.460 --> 00:01:24.600 The least likely to agree with the new policy 00:01:24.600 --> 00:01:27.150 that's students, right over here. 00:01:27.150 --> 00:01:28.730 They were definitely the least likely. 00:01:28.730 --> 00:01:30.750 The lowest percentage of students 00:01:30.750 --> 00:01:32.010 are agreeing with the policy. 00:01:32.010 --> 00:01:35.260 So I don't like that choice. 00:01:35.260 --> 00:01:38.600 More than half of the total responses came from students. 00:01:38.600 --> 00:01:40.330 And that does look like the case. 00:01:40.330 --> 00:01:43.700 'Cause if you view this entire width as the total responses, 00:01:43.700 --> 00:01:46.190 it looks like the student width right over here, 00:01:46.190 --> 00:01:47.870 that is more than half of it. 00:01:47.870 --> 00:01:50.070 It looks like it's about 50 something percent 00:01:50.070 --> 00:01:51.370 or even 60 percent. 00:01:51.370 --> 00:01:55.270 So I like this choice right over here. 00:01:55.270 --> 00:01:57.070 And then last but not least, 00:01:57.070 --> 00:02:01.880 there were more total "No" responses from students 00:02:01.880 --> 00:02:04.370 than from staff and parents combined. 00:02:04.370 --> 00:02:07.360 So let's look at the no responses from students. 00:02:07.360 --> 00:02:09.300 No, that's that darker blue color. 00:02:09.300 --> 00:02:14.300 The no responses for students is this area right over here. 00:02:15.780 --> 00:02:19.400 And then the nos, so I can, maybe I'll shade all of that in, 00:02:19.400 --> 00:02:22.490 and then the no responses from staff 00:02:22.490 --> 00:02:27.490 and parents combined, that is this area right over here. 00:02:28.590 --> 00:02:32.900 And it does look like indeed the total no responses 00:02:32.900 --> 00:02:35.400 from students, this area is much larger 00:02:35.400 --> 00:02:37.040 than this area right over here. 00:02:37.040 --> 00:02:39.373 So I like this choice as well.
Mosaic plots and segmented bar charts
https://www.youtube.com/watch?v=b9G5pWuxb1Y
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https://www.youtube.com/api/timedtext?v=b9G5pWuxb1Y&ei=91WUZZSWI5S2mLAP9YKVCA&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=6DC8CD7B308157468587A51FA4924E5C6FDC47BA.9DD01702A65140EB869B07CECCE0FA0F5958C64D&key=yt8&lang=en&name=Default&fmt=vtt
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WEBVTT Kind: captions Language: en 00:00:00.280 --> 00:00:01.113 - [Instructor] Let's say we're looking 00:00:01.113 --> 00:00:02.550 at some type of disease 00:00:02.550 --> 00:00:05.100 and we want to see if there's any relationship 00:00:05.100 --> 00:00:09.080 between people having antibodies for that disease 00:00:09.080 --> 00:00:12.880 and whether they are adults, children or infants. 00:00:12.880 --> 00:00:14.870 And if you don't know what antibodies are, 00:00:14.870 --> 00:00:17.670 these are things that your immune system keeps around 00:00:17.670 --> 00:00:20.970 so it's very easy to recognize future infection. 00:00:20.970 --> 00:00:22.680 But you don't have to worry too much about that 00:00:22.680 --> 00:00:23.700 for this video. 00:00:23.700 --> 00:00:25.010 In this video, we're just trying to think about 00:00:25.010 --> 00:00:28.000 how we can visualize data to understand 00:00:28.000 --> 00:00:31.040 if there's a relationship between having antibodies 00:00:31.040 --> 00:00:33.500 and the age of the individual. 00:00:33.500 --> 00:00:35.980 So let's say we go out and collect a bunch of data. 00:00:35.980 --> 00:00:37.990 So we test 120 adults 00:00:37.990 --> 00:00:40.660 and 114 have antibodies, six don't. 00:00:40.660 --> 00:00:41.960 We test 60 children, 00:00:41.960 --> 00:00:44.400 54 have antibodies, six don't. 00:00:44.400 --> 00:00:46.530 We test 20 infants, and then eight 00:00:46.530 --> 00:00:49.590 have antibodies and 12 don't. 00:00:49.590 --> 00:00:51.110 So we can just look at this data, 00:00:51.110 --> 00:00:52.540 but this really still doesn't give us 00:00:52.540 --> 00:00:55.630 a visual representation of what's going on. 00:00:55.630 --> 00:00:57.590 One step we can take, what's still doesn't give us 00:00:57.590 --> 00:00:59.380 a fully visual representation, 00:00:59.380 --> 00:01:01.130 is to just think about percentages 00:01:01.130 --> 00:01:03.110 that might help us think about the likelihood 00:01:03.110 --> 00:01:04.790 of having antibodies. 00:01:04.790 --> 00:01:06.510 So if we calculate the percentages, 00:01:06.510 --> 00:01:08.530 we might see something like this. 00:01:08.530 --> 00:01:12.400 For example, 114 over 120 00:01:12.400 --> 00:01:17.090 is 95%, or 95% have antibodies. 00:01:17.090 --> 00:01:19.900 That 114 over one 20 is 95%. 00:01:19.900 --> 00:01:22.820 And then the number that don't have antibodies, 00:01:22.820 --> 00:01:24.370 this six right over here, 00:01:24.370 --> 00:01:27.360 that is 5%, six over 120. 00:01:27.360 --> 00:01:30.040 And you can do that for each of the categories. 00:01:30.040 --> 00:01:34.470 54 over 60 is 90%. 00:01:34.470 --> 00:01:36.760 While six over 60, 00:01:36.760 --> 00:01:39.570 you can do that math in your head, is 10%. 00:01:39.570 --> 00:01:41.870 And we can do the same thing for the infants. 00:01:41.870 --> 00:01:45.370 Eight out of 20 is 40% 00:01:45.370 --> 00:01:50.210 while 12 out of 20 is 60%. 00:01:50.210 --> 00:01:51.500 So that helps us a little bit. 00:01:51.500 --> 00:01:52.750 It helps us think about, 00:01:52.750 --> 00:01:54.490 well, what's the percentage of adults 00:01:54.490 --> 00:01:57.540 that have the antibody or children or infants? 00:01:57.540 --> 00:01:58.990 But if we really want to visualize it, 00:01:58.990 --> 00:02:02.260 we can look at two different types of visualizations. 00:02:02.260 --> 00:02:06.200 One we can call a segmented bar chart, 00:02:06.200 --> 00:02:08.640 and I will show a segmented bar chart 00:02:08.640 --> 00:02:10.670 for this data right over here. 00:02:10.670 --> 00:02:13.370 Now in a segmented bar chart, we group, 00:02:13.370 --> 00:02:16.070 we have a bar for each category here 00:02:16.070 --> 00:02:18.570 and we're making adults, children and infants 00:02:18.570 --> 00:02:20.610 the different categories because we're thinking 00:02:20.610 --> 00:02:23.230 maybe that has something to do with the likelihood 00:02:23.230 --> 00:02:24.720 of having antibodies. 00:02:24.720 --> 00:02:28.020 And then for each bar, for example, this adult bar, 00:02:28.020 --> 00:02:31.090 you can see the percentage that have the antibodies 00:02:31.090 --> 00:02:32.220 and the percentage that don't. 00:02:32.220 --> 00:02:36.050 So 95% of the adult bar is filled in blue. 00:02:36.050 --> 00:02:38.140 That's for yes, they have the antibodies. 00:02:38.140 --> 00:02:41.060 And 5% is filled in red. 00:02:41.060 --> 00:02:42.250 And then for children, 00:02:42.250 --> 00:02:45.330 you can see that 90% is filled in blue 00:02:45.330 --> 00:02:46.760 and 10% is filled in red 00:02:46.760 --> 00:02:48.720 because 10% don't have the antibodies. 00:02:48.720 --> 00:02:50.890 And then for infants, you can see 00:02:50.890 --> 00:02:53.300 that 40% is filled in blue 00:02:53.300 --> 00:02:56.630 and 60% don't have the antibodies. 00:02:56.630 --> 00:02:58.550 Now, this by itself is pretty useful 00:02:58.550 --> 00:03:00.850 to visually see, alright, it looks like adults 00:03:00.850 --> 00:03:03.240 are much more likely to have the antibodies 00:03:03.240 --> 00:03:05.580 than children, and children are far more likely 00:03:05.580 --> 00:03:08.240 to have the antibodies than infants. 00:03:08.240 --> 00:03:11.390 And so it looks like this idea of making a bar 00:03:11.390 --> 00:03:13.700 for each of adults, children or infants 00:03:13.700 --> 00:03:16.490 was a good way to start to understand 00:03:16.490 --> 00:03:18.620 the likelihood of having antibodies. 00:03:18.620 --> 00:03:20.280 You could have done it other ways. 00:03:20.280 --> 00:03:23.170 You could have had a bar for have antibodies 00:03:23.170 --> 00:03:25.000 and another bar for not have antibodies. 00:03:25.000 --> 00:03:26.980 And then you could have segmented the bar chart 00:03:26.980 --> 00:03:29.410 by whether they are adults, children, or infants. 00:03:29.410 --> 00:03:30.440 But if you did that, 00:03:30.440 --> 00:03:31.870 that would have been trying to understand 00:03:31.870 --> 00:03:34.330 whether having antibodies or not having antibodies 00:03:34.330 --> 00:03:37.140 is predictive of whether you're an adult, child or infant 00:03:37.140 --> 00:03:39.030 while this one makes, at least to me, 00:03:39.030 --> 00:03:40.760 a little bit more sense that whether you're an adult, 00:03:40.760 --> 00:03:42.900 child or infant might be predictive 00:03:42.900 --> 00:03:45.070 of whether or not you have antibodies. 00:03:45.070 --> 00:03:46.940 But there is some information lost 00:03:46.940 --> 00:03:48.900 in this segmented bar chart. 00:03:48.900 --> 00:03:50.820 For example, we have lost the fact 00:03:50.820 --> 00:03:53.390 that we have sampled, or we have tested 00:03:53.390 --> 00:03:54.820 a lot more adults than children 00:03:54.820 --> 00:03:57.540 and far more children than infants. 00:03:57.540 --> 00:03:59.710 So one way to incorporate that data 00:03:59.710 --> 00:04:01.460 back into a visualization 00:04:01.460 --> 00:04:03.360 to essentially show how many people 00:04:03.360 --> 00:04:05.660 you sampled in each of these categories, 00:04:05.660 --> 00:04:09.253 we can generate what's known as a mosaic plot. 00:04:09.253 --> 00:04:11.920 So this is a mosaic plot right over here. 00:04:11.920 --> 00:04:13.750 And one way to think about it is 00:04:13.750 --> 00:04:15.600 we have just adjusted the width 00:04:15.600 --> 00:04:17.320 of each of these bars 00:04:17.320 --> 00:04:19.910 based on how many people we tested. 00:04:19.910 --> 00:04:21.870 So we tested 200 people. 00:04:21.870 --> 00:04:24.770 And so you can view this width right over here 00:04:24.770 --> 00:04:26.800 as being 200. 00:04:26.800 --> 00:04:30.840 And you can see that we tested 120 adults. 00:04:30.840 --> 00:04:32.990 So the width of this first bar, 00:04:32.990 --> 00:04:33.823 I guess you could say, 00:04:33.823 --> 00:04:35.750 although now we're dealing with a mosaic plot, 00:04:35.750 --> 00:04:38.150 this width right over here would be 00:04:38.150 --> 00:04:40.400 60% of this entire width, 00:04:40.400 --> 00:04:42.000 which you can see that it is. 00:04:42.000 --> 00:04:45.680 And then the children are 60 of the 200 that we tested. 00:04:45.680 --> 00:04:47.970 And so this width right over here 00:04:47.970 --> 00:04:51.380 would be 60 over the entire 200, 00:04:51.380 --> 00:04:54.040 or it would be about 30% of the entire width. 00:04:54.040 --> 00:04:55.880 And we can see that we tested 00:04:55.880 --> 00:04:57.240 the fewest number of infants. 00:04:57.240 --> 00:04:59.760 And so this 20 right over here 00:04:59.760 --> 00:05:02.890 represents the 20 infants we tested. 00:05:02.890 --> 00:05:04.810 And the reason why this mosaic plot 00:05:04.810 --> 00:05:06.010 conveys more information, 00:05:06.010 --> 00:05:07.980 it conveys all the same information 00:05:07.980 --> 00:05:10.010 that our segmented bar chart does. 00:05:10.010 --> 00:05:12.630 But it also gives us a sense that we tested 00:05:12.630 --> 00:05:13.717 more adults than children 00:05:13.717 --> 00:05:16.370 and far more children than infants. 00:05:16.370 --> 00:05:19.200 And it's also easy to then look at it and say, okay, 00:05:19.200 --> 00:05:22.440 of the total number of people who don't have the antibodies, 00:05:22.440 --> 00:05:25.490 so that would be the red area right over here, 00:05:25.490 --> 00:05:28.450 even though we tested the fewest number of infants, 00:05:28.450 --> 00:05:31.100 it looks like infants make up a large chunk 00:05:31.100 --> 00:05:32.650 of the total number of folks 00:05:32.650 --> 00:05:35.000 who don't have antibodies. 00:05:35.000 --> 00:05:36.020 So I'll leave you there. 00:05:36.020 --> 00:05:38.460 The whole point of this video is to just understand 00:05:38.460 --> 00:05:41.170 why a segmented bar chart or a mosaic plot 00:05:41.170 --> 00:05:42.640 will be useful in future videos. 00:05:42.640 --> 00:05:45.473 We'll get more practice analyzing them.
Thin-layer chromatography (TLC)
https://www.youtube.com/watch?v=GOWUw0-SEDE
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https://www.youtube.com/api/timedtext?v=GOWUw0-SEDE&ei=91WUZfD5FcPNp-oP7vWJ-Aw&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=68D9DFB8976467ABB7F4681A32AAA8553CC7195D.E913DF8854D08B9C61E45F6EF314FBC39B8957E4&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.290 --> 00:00:01.620 - [Instructor] So let's say that I have a vial 00:00:01.620 --> 00:00:03.840 of some mystery liquid right over here, 00:00:03.840 --> 00:00:06.080 and I want to start figuring out what's going on there. 00:00:06.080 --> 00:00:08.070 And the first step is to think about, 00:00:08.070 --> 00:00:09.730 is it just one substance 00:00:09.730 --> 00:00:12.210 or is it a mixture of multiple substances? 00:00:12.210 --> 00:00:15.230 And the focus of this video is a technique 00:00:15.230 --> 00:00:17.540 to separate out the substances 00:00:17.540 --> 00:00:19.860 to understand at least how many there are, 00:00:19.860 --> 00:00:23.030 and this technique generally is called chromatography, 00:00:23.030 --> 00:00:25.680 but we'll focus on thin layer chromatography 00:00:25.680 --> 00:00:27.570 which is the most common that you might see, 00:00:27.570 --> 00:00:29.590 but other variations of chromatography 00:00:29.590 --> 00:00:31.150 like paper chromatography 00:00:31.150 --> 00:00:33.890 operate on very similar principles. 00:00:33.890 --> 00:00:37.780 So what we're going to do is set up 00:00:37.780 --> 00:00:40.790 on top of something like glass or plastic, 00:00:40.790 --> 00:00:45.790 we're going to put a thin layer of a solid polar substance. 00:00:46.800 --> 00:00:48.040 Now, what you typically do 00:00:48.040 --> 00:00:50.650 is put a thin layer of silica gel, 00:00:50.650 --> 00:00:55.140 that's the most common solid polar substance that folks use. 00:00:55.140 --> 00:00:56.430 And it's also porous. 00:00:56.430 --> 00:00:58.500 And the fact that it's porous is really important 00:00:58.500 --> 00:01:01.290 because we're going to want liquid to have capillary action 00:01:01.290 --> 00:01:03.480 and travel up through it. 00:01:03.480 --> 00:01:05.600 Now, the silica gel, as I mentioned, 00:01:05.600 --> 00:01:08.983 this thing is very polar. 00:01:10.440 --> 00:01:11.273 Now, what we're going to do 00:01:11.273 --> 00:01:12.970 is take some of our mystery substance, 00:01:12.970 --> 00:01:14.900 let's say it's this color right over here, 00:01:14.900 --> 00:01:19.900 and we're going to place a dot of it on that silica gel. 00:01:19.940 --> 00:01:21.370 You then want to take this plate 00:01:21.370 --> 00:01:23.180 that has the silica gel on it 00:01:23.180 --> 00:01:25.670 and that little dot of our mystery substance, 00:01:25.670 --> 00:01:30.060 and then you want to dip just one end of it in a solution. 00:01:30.060 --> 00:01:31.077 And what's really important is that 00:01:31.077 --> 00:01:35.120 the solution is less polar than the silica gel. 00:01:35.120 --> 00:01:37.430 Less polar here. 00:01:37.430 --> 00:01:39.620 And we'll talk a little bit about what happens 00:01:39.620 --> 00:01:41.600 depending on how polar this is. 00:01:41.600 --> 00:01:44.810 Now, usually this is going to be a very shallow amount 00:01:44.810 --> 00:01:47.530 of this solution, which, as we'll see, 00:01:47.530 --> 00:01:49.360 will be something of a solvent. 00:01:49.360 --> 00:01:51.940 And you usually want to put it in a closed container 00:01:51.940 --> 00:01:52.773 like this 00:01:52.773 --> 00:01:55.980 so that this fluid down here doesn't evaporate out. 00:01:55.980 --> 00:01:58.160 And then what do you think is going to happen? 00:01:58.160 --> 00:02:00.970 Well, as I mentioned, this is a porous substance here. 00:02:00.970 --> 00:02:03.160 And so you're going to have capillary action. 00:02:03.160 --> 00:02:05.960 This fluid at the bottom is going to move upwards 00:02:05.960 --> 00:02:07.260 through the silica gel, 00:02:07.260 --> 00:02:09.320 through those little pores in the silica gel. 00:02:09.320 --> 00:02:11.570 This is the stationary phase. Why do we call it that? 00:02:11.570 --> 00:02:12.670 Well, 'cause it's not moving. 00:02:12.670 --> 00:02:16.270 And you can imagine we would call this less polar solvent 00:02:17.170 --> 00:02:18.610 the mobile phase, 00:02:18.610 --> 00:02:21.970 because that is traveling through the silica gel 00:02:21.970 --> 00:02:25.010 and it's picking up some of this mystery substance 00:02:25.010 --> 00:02:26.700 and it's transporting it. 00:02:26.700 --> 00:02:28.280 And let's say this mystery substance 00:02:28.280 --> 00:02:30.610 is made up of two different things. 00:02:30.610 --> 00:02:33.200 If something is more polar, 00:02:33.200 --> 00:02:35.210 that means it's going to be more attracted 00:02:35.210 --> 00:02:37.600 to the stationary phase which is very polar. 00:02:37.600 --> 00:02:40.490 And so it's not going to travel that far, 00:02:40.490 --> 00:02:42.210 while the parts of our mystery substance 00:02:42.210 --> 00:02:43.450 that are less polar, 00:02:43.450 --> 00:02:46.500 they're not going to be attracted to the silica gel as much. 00:02:46.500 --> 00:02:49.410 So they're going to travel further with the solvent. 00:02:49.410 --> 00:02:51.910 So maybe it might go like that. 00:02:51.910 --> 00:02:53.530 And you would run this until your mobile phase 00:02:53.530 --> 00:02:56.940 makes a good way to the top of your silica gel 00:02:56.940 --> 00:02:58.190 right over here. 00:02:58.190 --> 00:02:59.380 Now, just looking at this, 00:02:59.380 --> 00:03:01.160 and the reason why it was called chromatography is 00:03:01.160 --> 00:03:02.280 when they originally did this, 00:03:02.280 --> 00:03:04.760 they were actually separating out various tissues 00:03:04.760 --> 00:03:07.610 in vegetation that had different colors. 00:03:07.610 --> 00:03:10.160 The chroma is referring to the various colors, 00:03:10.160 --> 00:03:11.960 but it doesn't necessarily even have to refer to things 00:03:11.960 --> 00:03:13.040 that have different colors 00:03:13.040 --> 00:03:15.630 or sometimes you might need a UV light to see them. 00:03:15.630 --> 00:03:17.440 But when you run thin layer chromatography, 00:03:17.440 --> 00:03:20.780 you will see that your original dot will have traveled 00:03:20.780 --> 00:03:22.660 to various degrees with your solvent 00:03:22.660 --> 00:03:24.860 and then will now be multiple dots 00:03:24.860 --> 00:03:28.520 depending on how many things were in your original mixture. 00:03:28.520 --> 00:03:31.670 And as I just mentioned, this thing right over here, 00:03:31.670 --> 00:03:35.520 this is the less polar thing is going to travel further 00:03:35.520 --> 00:03:40.380 than the more polar thing, more polar constituent substance, 00:03:40.380 --> 00:03:42.850 because the more polar thing is more attractive 00:03:42.850 --> 00:03:45.570 to the silica gel, which is stationary, 00:03:45.570 --> 00:03:49.440 and there is a way to quantify how far these things traveled 00:03:49.440 --> 00:03:51.660 relative to your solvent. 00:03:51.660 --> 00:03:54.700 And that's called a retention factor. 00:03:54.700 --> 00:03:57.853 Retention factor. 00:03:59.010 --> 00:04:02.780 Which the shorthand is R subscript f. 00:04:02.780 --> 00:04:07.200 And it's just defined as the distance traveled 00:04:08.170 --> 00:04:13.170 by the solute divided by the distance traveled 00:04:18.690 --> 00:04:22.080 by the solvent. 00:04:22.080 --> 00:04:23.090 And we need to be clear. 00:04:23.090 --> 00:04:26.000 It's not the distance traveled by the solvent in total, 00:04:26.000 --> 00:04:29.810 it's the distance traveled by the solvent from this origin, 00:04:29.810 --> 00:04:32.750 from where we applied this dot right over here. 00:04:32.750 --> 00:04:36.353 So, past the origin. 00:04:37.320 --> 00:04:39.893 And let me label that as the origin. 00:04:40.730 --> 00:04:42.730 So what would it be in this situation? 00:04:42.730 --> 00:04:46.930 Well, to help us there, we would have to get out a ruler. 00:04:46.930 --> 00:04:51.930 So the retention factor for substance A right over here, 00:04:52.400 --> 00:04:54.890 so I'll put that dot there, label that A, 00:04:54.890 --> 00:04:58.560 would be equal to the distance traveled by the solute, 00:04:58.560 --> 00:05:03.340 which we can see, it traveled one centimeter, 00:05:03.340 --> 00:05:05.040 one centimeter, 00:05:05.040 --> 00:05:09.110 over the distance traveled by the solvent past the origin. 00:05:09.110 --> 00:05:11.810 And so that is going to be, 00:05:11.810 --> 00:05:15.110 we see it traveled five centimeters past the origin. 00:05:15.110 --> 00:05:17.810 So one centimeter over five centimeters, 00:05:17.810 --> 00:05:19.813 which is the same thing as 0.2. 00:05:20.700 --> 00:05:24.630 And then the retention factor for substance B 00:05:26.190 --> 00:05:29.750 is going to be equal to, how far did it travel? 00:05:29.750 --> 00:05:31.850 Well, it traveled three centimeters 00:05:33.300 --> 00:05:36.480 out of a total of five centimeters for the solvent, 00:05:36.480 --> 00:05:37.820 past this origin, 00:05:37.820 --> 00:05:40.470 past where we put the sample right over there. 00:05:40.470 --> 00:05:45.410 Five centimeters, which is equal to 0.6. 00:05:45.410 --> 00:05:47.240 So notice, in this situation, 00:05:47.240 --> 00:05:50.660 the more polar substance had a lower retention factor 00:05:50.660 --> 00:05:54.550 than the less polar substance, and that makes sense. 00:05:54.550 --> 00:05:59.490 Because our stationary phase is more polar than our solvent, 00:05:59.490 --> 00:06:03.500 and so the things that are more polar were harder to move 00:06:03.500 --> 00:06:06.253 by the less polar solvent.
Hands off My Phone! (An ELA audio drama)
https://www.youtube.com/watch?v=wV7e7IGQ0zc
vtt
https://www.youtube.com/api/timedtext?v=wV7e7IGQ0zc&ei=91WUZebtLO2Hp-oPh5qYwAM&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=7DAFB53A314BCA9ABD2B42DD5ACBD0494DDE8E95.065167C5338B2D0ADEB90DE74D4DAC765AADF4AC&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:02.362 --> 00:00:05.300 (bell ringing) 00:00:05.300 --> 00:00:07.842 - [Boy] Oh no he didn't, that is so harsh! 00:00:07.842 --> 00:00:08.675 - [Valentina] Right? 00:00:08.675 --> 00:00:09.770 - [Boy] Your dad took your phone away 00:00:09.770 --> 00:00:11.560 just for getting a D on the history test? 00:00:11.560 --> 00:00:12.410 - [Valentina] Yep. 00:00:12.410 --> 00:00:13.820 - [Boy] My mind is blown. 00:00:13.820 --> 00:00:14.890 - [Valentina] Mine too. 00:00:14.890 --> 00:00:16.580 - [Boy] I mean that was an easy test. 00:00:16.580 --> 00:00:17.413 - [Valentina] What? 00:00:17.413 --> 00:00:18.410 - [Boy] I can't believe you got a D. 00:00:18.410 --> 00:00:19.597 - [Valentina] Hey that's not really the- 00:00:19.597 --> 00:00:21.174 - [Boy] And your dad is the school principal, 00:00:21.174 --> 00:00:23.610 and he took your phone away, whoa. 00:00:23.610 --> 00:00:26.710 - [Valentina] You know, this isn't really helping. 00:00:26.710 --> 00:00:29.380 - [Boy] Your life is so bleak right now. 00:00:29.380 --> 00:00:31.800 - [Valentina] Well, thank you so much 00:00:31.800 --> 00:00:33.853 for your encouraging words. 00:00:36.170 --> 00:00:37.984 - [Boy] What did I say? 00:00:37.984 --> 00:00:40.567 (upbeat music) 00:00:45.530 --> 00:00:46.800 Hey Jamilla. 00:00:46.800 --> 00:00:48.120 - [Jamilla] Hey friends. 00:00:48.120 --> 00:00:50.470 What's with the face of doom, Valentina? 00:00:50.470 --> 00:00:52.190 Have you been eating those poisonous apples 00:00:52.190 --> 00:00:53.990 from the tree behind the bleachers again? 00:00:53.990 --> 00:00:56.094 - [Valentina] My dad took my phone away. 00:00:56.094 --> 00:00:58.587 - [Jamilla] Yikes! Glad I'm not you. 00:00:58.587 --> 00:01:00.110 - [Valentina] (sighing) What do I have to do 00:01:00.110 --> 00:01:02.725 to get some sympathy around here? 00:01:02.725 --> 00:01:04.114 (vibrating) 00:01:04.114 --> 00:01:06.400 (laughing) 00:01:06.400 --> 00:01:07.330 - [Jamilla] Sorry, what were you saying? 00:01:07.330 --> 00:01:09.283 - [Valentina] Ugh, never mind. 00:01:11.261 --> 00:01:13.330 - [Principal Rosario] Attention Eagleton Huskies. 00:01:13.330 --> 00:01:15.370 Last night the school board voted to regulate 00:01:15.370 --> 00:01:17.390 cell phone usage during school hours. 00:01:17.390 --> 00:01:18.960 Starting immediately, this lunch time. 00:01:18.960 --> 00:01:20.682 - [Boy] Uh, what? 00:01:20.682 --> 00:01:21.515 - [Principal Rosario] Research shows 00:01:21.515 --> 00:01:23.090 that cell phones are distracting, 00:01:23.090 --> 00:01:25.720 isolating, and can get in the way of work. 00:01:25.720 --> 00:01:28.120 To this end, we will be imposing a new policy 00:01:28.120 --> 00:01:29.220 here at school. 00:01:29.220 --> 00:01:30.560 - [Jamilla] Did you know about this? 00:01:30.560 --> 00:01:31.972 - [Valentina] What? No! 00:01:31.972 --> 00:01:33.480 - [Principal Rosario] In order to maximize learning, 00:01:33.480 --> 00:01:34.910 and eliminate distractions, 00:01:34.910 --> 00:01:39.070 there will be no cell phone usage during class or lunch. 00:01:39.070 --> 00:01:41.080 All teachers are in line on this new approach, 00:01:41.080 --> 00:01:43.461 and the policy will be strictly enforced. 00:01:43.461 --> 00:01:46.233 - [Valentina] Well this just gets better and better. 00:01:47.124 --> 00:01:48.380 - [Principal Rosario] Thank you for listening, 00:01:48.380 --> 00:01:49.653 now put your phones away. 00:01:51.492 --> 00:01:54.450 - [Jamilla] Unbelievable, did he just? 00:01:54.450 --> 00:01:55.283 - [Valentina] He did. 00:01:55.283 --> 00:01:56.610 - [Boy] I'm calling my lawyer. 00:01:56.610 --> 00:01:59.100 - [Jamilla] You don't have a lawyer, you're 12 years old. 00:01:59.100 --> 00:02:01.370 - [Boy] Oh yeah, but the point is, 00:02:01.370 --> 00:02:04.260 this is America, land of the free. 00:02:04.260 --> 00:02:05.960 What kind of freedom is this? 00:02:05.960 --> 00:02:07.250 - [Jamilla] Well, Valentina? 00:02:07.250 --> 00:02:08.310 - [Valentina] Well, what? 00:02:08.310 --> 00:02:10.030 - [Jamilla] What are you going to do? 00:02:10.030 --> 00:02:10.863 - [Valentina] Me? 00:02:10.863 --> 00:02:12.090 - [Jamilla] Last time I checked, 00:02:12.090 --> 00:02:14.400 Mr. Rosario was still your dad. 00:02:14.400 --> 00:02:16.160 And it was you flunking the history test 00:02:16.160 --> 00:02:18.690 that gave him this idea in the first place. 00:02:18.690 --> 00:02:21.543 Your problem, you figure it out. 00:02:24.648 --> 00:02:26.981 (sad music) 00:02:37.120 --> 00:02:38.510 Can you believe it? 00:02:38.510 --> 00:02:40.580 They confiscated my phone because I took it out 00:02:40.580 --> 00:02:44.210 for literally four seconds to check a text from my mom. 00:02:44.210 --> 00:02:45.830 - [Boy] Ugh, that's just wrong. 00:02:45.830 --> 00:02:48.740 I mean what if it was a serious emergency or something? 00:02:48.740 --> 00:02:49.770 - [Jamilla] Right? 00:02:49.770 --> 00:02:51.530 I don't know how much longer I can take it. 00:02:51.530 --> 00:02:54.810 It's such an inconvenience to wait until after school 00:02:54.810 --> 00:02:57.680 to check my texts or contact my friends. 00:02:57.680 --> 00:03:00.300 Plus now I have to write down my assignments, 00:03:00.300 --> 00:03:01.300 which takes forever. 00:03:02.425 --> 00:03:05.090 It was so much faster to just take a picture. 00:03:05.090 --> 00:03:06.820 - [Boy] Like do they want us to go back to the Stone Age, 00:03:06.820 --> 00:03:07.653 or what? 00:03:08.700 --> 00:03:12.250 - [Valentina] Hey, hey, I figured it out. 00:03:12.250 --> 00:03:13.083 - [Boy] What? 00:03:13.083 --> 00:03:15.380 - [Valentina] Jamilla said this was my problem, 00:03:15.380 --> 00:03:18.820 so I came up with a plan. 00:03:18.820 --> 00:03:20.170 - [Jamilla] This had better be good. 00:03:20.170 --> 00:03:21.520 - [Valentina] Oh it's good. 00:03:22.800 --> 00:03:25.050 You know how my dad said he was banning cell phones 00:03:25.050 --> 00:03:27.420 because research said they were distracting? 00:03:27.420 --> 00:03:29.200 - [Jamilla] How could I forget? 00:03:29.200 --> 00:03:32.921 - [Valentina] But what was he doing when he said that? 00:03:32.921 --> 00:03:34.850 - [Boy] Being an evil dictator. 00:03:34.850 --> 00:03:38.880 - [Valentina] No, he was using reasons and evidence. 00:03:38.880 --> 00:03:42.000 And that is what we're going to do too. 00:03:42.000 --> 00:03:42.833 - [Boy] You mean? 00:03:42.833 --> 00:03:44.320 - [Valentina] That's right. 00:03:44.320 --> 00:03:48.773 We're going to write an argumentative essay. 00:03:49.850 --> 00:03:51.480 - [Jamilla] Is this a joke? 00:03:51.480 --> 00:03:53.590 - [Boy] No, it's genius. 00:03:53.590 --> 00:03:55.150 You're a genius Valentina. 00:03:55.150 --> 00:03:56.720 We'll turn their own weapons against them, 00:03:56.720 --> 00:03:58.630 and crush them mercilessly. 00:03:58.630 --> 00:03:59.463 - [Jamilla] With what? 00:03:59.463 --> 00:04:00.910 A topic sentence? 00:04:00.910 --> 00:04:02.130 - [Valentina] Exactly! 00:04:02.130 --> 00:04:04.220 But first, we've got to come up with 00:04:04.220 --> 00:04:05.473 our full list of points. 00:04:06.380 --> 00:04:09.573 So, are you guys going to help me or not? 00:04:11.060 --> 00:04:11.893 - [Boy] I'm in. 00:04:12.850 --> 00:04:13.950 - [Valentina] Jamilla? 00:04:16.164 --> 00:04:17.700 - [Jamilla] (sighing) Fine. 00:04:17.700 --> 00:04:18.880 But if this doesn't work, 00:04:18.880 --> 00:04:21.540 you're doing my homework for the next decade. 00:04:21.540 --> 00:04:22.720 - [Valentina] It's a deal! 00:04:22.720 --> 00:04:24.860 Now let's do this. 00:04:24.860 --> 00:04:27.443 (upbeat music)
Distillation curves
https://www.youtube.com/watch?v=Aaz99lyLBf8
vtt
https://www.youtube.com/api/timedtext?v=Aaz99lyLBf8&ei=91WUZciCGt_2xN8P75aXgAY&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=1711E3B71DD6119467C04482925D4EB18FBB2547.DF358726CA44FB039B7CA4767280BD0CC0FCCFF9&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.480 --> 00:00:01.313 - [Instructor] In this video, 00:00:01.313 --> 00:00:03.270 we're gonna dig a little bit deeper into distillation, 00:00:03.270 --> 00:00:05.840 and in particular, we're gonna learn how to construct 00:00:05.840 --> 00:00:09.320 and interpret distillation curves. 00:00:09.320 --> 00:00:14.320 So let's say we're trying to distill roughly 50 milliliters. 00:00:15.370 --> 00:00:19.820 That is 50% methyl acetate and 50% propyl acetate. 00:00:19.820 --> 00:00:22.750 If you don't know what methyl acetate or propyl acetate are 00:00:22.750 --> 00:00:25.100 not a big deal, but what's interesting 00:00:25.100 --> 00:00:26.890 is the difference in their boiling points. 00:00:26.890 --> 00:00:31.530 The boiling point of methyl acetate is 56.9 degrees Celsius. 00:00:31.530 --> 00:00:35.540 While the boiling point of propyl acetate is a lot higher, 00:00:35.540 --> 00:00:38.410 101.5 degrees Celsius. 00:00:38.410 --> 00:00:39.700 And so you can imagine, 00:00:39.700 --> 00:00:43.290 as we have this fractional distillation setup, 00:00:43.290 --> 00:00:45.760 we're going to be able to separate these quite readily 00:00:45.760 --> 00:00:48.750 because of those differences in boiling point. 00:00:48.750 --> 00:00:50.430 So what you do, you have the solution, 00:00:50.430 --> 00:00:52.070 you begin to heat it up. 00:00:52.070 --> 00:00:53.530 Now you're going to have to heat it up 00:00:53.530 --> 00:00:55.480 to the boiling point of the mixture, 00:00:55.480 --> 00:00:57.160 which is going to be someplace in between 00:00:57.160 --> 00:00:58.140 these two boiling points. 00:00:58.140 --> 00:01:01.600 It's probably going to be 70-something degrees Celsius. 00:01:01.600 --> 00:01:04.290 Now once you get this thing boiling, 00:01:04.290 --> 00:01:07.520 you're going to start having a lot more vapors form. 00:01:07.520 --> 00:01:09.310 Now those vapors are going to be a combination 00:01:09.310 --> 00:01:12.360 of methyl acetate and propyl acetate. 00:01:12.360 --> 00:01:15.110 Because methyl acetate has a lower boiling point 00:01:15.110 --> 00:01:16.500 than propyl acetate, 00:01:16.500 --> 00:01:18.670 a disproportionate number of those vapors 00:01:18.670 --> 00:01:20.240 are gonna be methyl acetate. 00:01:20.240 --> 00:01:22.950 And then, because this is fractional distillation, 00:01:22.950 --> 00:01:26.610 that mixture of vapors is going to have multiple cycles 00:01:26.610 --> 00:01:29.480 of condensing and then revaporizing. 00:01:29.480 --> 00:01:31.390 And as we get higher and higher, 00:01:31.390 --> 00:01:34.590 every time you condense and then revaporize, 00:01:34.590 --> 00:01:37.190 those revaporized vapors are going to have 00:01:37.190 --> 00:01:40.050 even a higher proportion of methyl acetate. 00:01:40.050 --> 00:01:40.883 And what you see 00:01:40.883 --> 00:01:43.190 as you gradually increase the temperature here, 00:01:43.190 --> 00:01:45.820 you're going to have this condensation ring, 00:01:45.820 --> 00:01:47.470 and you can view that as the boundary 00:01:47.470 --> 00:01:51.780 between where it's hot enough for enough vapors to form 00:01:51.780 --> 00:01:53.370 and where it's not hot enough 00:01:53.370 --> 00:01:55.850 for enough vapors to form and they condense. 00:01:55.850 --> 00:02:00.210 And so when this temperature is having fairly low readings, 00:02:00.210 --> 00:02:01.620 maybe right at the beginning, 00:02:01.620 --> 00:02:05.760 you're not going to be generating a lot of distillate. 00:02:05.760 --> 00:02:08.650 You're not really gonna be generating a lot of distillate 00:02:08.650 --> 00:02:12.310 until this condensation ring gets pretty close 00:02:12.310 --> 00:02:14.730 to where the bulb of this thermometer is, 00:02:14.730 --> 00:02:16.630 and those vapors can start entering 00:02:16.630 --> 00:02:19.050 into this condensation tube. 00:02:19.050 --> 00:02:21.120 And now you can imagine by the time 00:02:21.120 --> 00:02:24.520 that the ring gets up here, that means that the vapors, 00:02:24.520 --> 00:02:25.560 the mixture of vapors, 00:02:25.560 --> 00:02:29.330 have had multiple cycles of condensation and vaporization, 00:02:29.330 --> 00:02:33.090 which is equivalent to multiple simple distillation cycles. 00:02:33.090 --> 00:02:36.110 So by the time the vapor ring gets up here, 00:02:36.110 --> 00:02:39.400 we're going to have mainly methyl acetate vapors. 00:02:39.400 --> 00:02:40.700 And the temperature here, 00:02:40.700 --> 00:02:43.300 the boiling point of the vapors up here, 00:02:43.300 --> 00:02:46.970 are gonna be roughly the boiling point of methyl acetate. 00:02:46.970 --> 00:02:47.803 But that's the point 00:02:47.803 --> 00:02:50.040 at which you start seeing a lot of those vapors 00:02:50.040 --> 00:02:52.000 being able to enter into the condensation ring 00:02:52.000 --> 00:02:52.833 and get condensed, 00:02:52.833 --> 00:02:55.820 and we're starting to produce a lot of distillate. 00:02:55.820 --> 00:03:00.820 So right at around 56.9 degrees Celsius, roughly, 00:03:01.930 --> 00:03:05.630 we now start producing a lot of distillate. 00:03:05.630 --> 00:03:07.790 Now you can imagine the whole time we're doing this, 00:03:07.790 --> 00:03:10.680 you have to slowly increase the temperature of the mixture. 00:03:10.680 --> 00:03:11.740 Why is that? 00:03:11.740 --> 00:03:13.590 Well, as we start losing 00:03:13.590 --> 00:03:16.340 more and more methyl acetate vapors, 00:03:16.340 --> 00:03:20.120 then the boiling point of the solution is going to increase. 00:03:20.120 --> 00:03:22.750 As we said, this original solution's about 50 milliliters. 00:03:22.750 --> 00:03:25.880 So once you get about 20-something milliliters 00:03:25.880 --> 00:03:28.660 of your methyl acetate distilled, 00:03:28.660 --> 00:03:31.040 you are not going to be able to produce 00:03:31.040 --> 00:03:33.910 a lot more distillate at that temperature. 00:03:33.910 --> 00:03:36.350 You're gonna have to keep increasing that temperature 00:03:36.350 --> 00:03:39.860 until the bulb here gets to the temperature 00:03:39.860 --> 00:03:42.800 of the boiling point of propyl acetate. 00:03:42.800 --> 00:03:45.610 So the temperature of the bulb keeps increasing. 00:03:45.610 --> 00:03:49.180 You're not seeing a lot of new distillate, 00:03:49.180 --> 00:03:50.830 maybe a little bit more form, 00:03:50.830 --> 00:03:54.330 and you are getting more and more of the propyl acetate. 00:03:54.330 --> 00:03:58.010 So this especially is going to be a mixture of vapors. 00:03:58.010 --> 00:04:00.220 You're kind of getting the last of the methyl acetate, 00:04:00.220 --> 00:04:02.690 but you're getting an increase amount of propyl acetate. 00:04:02.690 --> 00:04:03.800 But once you're hot enough 00:04:03.800 --> 00:04:06.560 at the boiling point of propyl acetate, 00:04:06.560 --> 00:04:10.430 so about 101 degrees Celsius, 00:04:10.430 --> 00:04:14.630 then you start producing a lot more of your distillate. 00:04:14.630 --> 00:04:16.960 And this is essentially the condensing vapors 00:04:16.960 --> 00:04:19.330 of propyl acetate. 00:04:19.330 --> 00:04:21.340 And so if you wanted to separate these two, 00:04:21.340 --> 00:04:23.700 what you would do is, in this first phase, 00:04:23.700 --> 00:04:25.170 when you see this plateau 00:04:25.170 --> 00:04:27.260 and you're seeing a lot of this volume happen 00:04:27.260 --> 00:04:29.530 at the boiling point of methyl acetate, 00:04:29.530 --> 00:04:32.770 you could have one little tube here or one little jar, 00:04:32.770 --> 00:04:35.030 and then you can swap them in this phase. 00:04:35.030 --> 00:04:36.930 Before you raise the temperature too much, 00:04:36.930 --> 00:04:38.810 you can then collect the condensation 00:04:38.810 --> 00:04:41.130 of the propyl acetate. 00:04:41.130 --> 00:04:43.180 Now you can also go the other way around. 00:04:43.180 --> 00:04:47.440 People will oftentimes present to you a distillation curve 00:04:47.440 --> 00:04:49.990 that looks something like that. 00:04:49.990 --> 00:04:51.120 And they might say, okay, 00:04:51.120 --> 00:04:53.500 what were the boiling points of the constituents there? 00:04:53.500 --> 00:04:56.580 And you'd say, okay, well the lower boiling point substance, 00:04:56.580 --> 00:04:58.010 I can see that right over here. 00:04:58.010 --> 00:04:59.940 We were able to get a lot of distillate 00:04:59.940 --> 00:05:02.700 when the bulb right over here was at that temperature, 00:05:02.700 --> 00:05:06.203 so that must be the boiling point of substance one. 00:05:07.180 --> 00:05:09.330 And you might even be able to identify it 00:05:09.330 --> 00:05:11.520 if you know the boiling point of different substances. 00:05:11.520 --> 00:05:13.770 And then you would identify this plateau 00:05:13.770 --> 00:05:18.750 as the boiling point of substance number two. 00:05:18.750 --> 00:05:20.140 So some of you all might be thinking, 00:05:20.140 --> 00:05:24.210 this is all good and well for fractional distillation, 00:05:24.210 --> 00:05:28.390 but what would simple distillation curve actually look like? 00:05:28.390 --> 00:05:30.140 Well, remember, in simple distillation, 00:05:30.140 --> 00:05:32.230 you don't have multiple cycles 00:05:32.230 --> 00:05:35.260 of condensation and revaporization, 00:05:35.260 --> 00:05:37.270 which is equivalent to multiple cycles 00:05:37.270 --> 00:05:38.950 of simple distillation. 00:05:38.950 --> 00:05:42.270 So when you're hot enough for the vapors to get up here, 00:05:42.270 --> 00:05:44.650 it's gonna be less pure methyl acetate. 00:05:44.650 --> 00:05:47.250 It's going to be a combination of the two. 00:05:47.250 --> 00:05:49.750 It still will be disproportionally methyl acetate, 00:05:49.750 --> 00:05:52.060 but the boiling point of that combination of mixtures 00:05:52.060 --> 00:05:53.460 is going to be higher. 00:05:53.460 --> 00:05:54.770 So what happens 00:05:54.770 --> 00:05:57.650 is that you start getting significant distillate 00:05:57.650 --> 00:05:59.810 at a higher temperature 00:05:59.810 --> 00:06:04.730 and the whole notion is just a little bit more gradual 00:06:04.730 --> 00:06:09.550 when you're doing simple distillation versus fractional. 00:06:09.550 --> 00:06:11.390 And you could imagine if someone were to present 00:06:11.390 --> 00:06:13.560 a simple distillation curve like this, 00:06:13.560 --> 00:06:15.890 it's much harder to pick out the boiling points 00:06:15.890 --> 00:06:18.560 of the various substances, because at any given point, 00:06:18.560 --> 00:06:20.803 you have more of a mixture of vapors 00:06:20.803 --> 00:06:23.003 than you do when you're doing fractional.
Measuring lengths in different units
https://www.youtube.com/watch?v=9dur4s-4lhk
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https://www.youtube.com/api/timedtext?v=9dur4s-4lhk&ei=91WUZdHJGpSmp-oPg5OI0AY&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=274A5FA0CA0565E2CFE7379E8E74768C221B7F3E.E7EFDB853F9B22C041CA29AA6A93D77843388A95&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.800 --> 00:00:02.930 - [Instructor] So I have the same green rectangle 00:00:02.930 --> 00:00:04.560 up here and down here 00:00:04.560 --> 00:00:07.120 and what I wanna do is measure its width 00:00:07.120 --> 00:00:10.210 but we're going to measure it's with in two different ways. 00:00:10.210 --> 00:00:12.220 Up here, we're going to measure it's width 00:00:12.220 --> 00:00:15.490 in terms of how many of these paper clips wide 00:00:15.490 --> 00:00:16.780 the rectangle is 00:00:16.780 --> 00:00:19.360 and down here, we're going to measure its width 00:00:19.360 --> 00:00:23.330 in terms of how many centimeters wide this rectangle is. 00:00:23.330 --> 00:00:24.490 So let's start on top. 00:00:24.490 --> 00:00:25.323 Pause the video. 00:00:25.323 --> 00:00:28.323 How many paper clips wide is this rectangle? 00:00:29.730 --> 00:00:31.740 All right, now let's do this together. 00:00:31.740 --> 00:00:35.690 We can see that the rectangle starts right over here 00:00:35.690 --> 00:00:38.420 and it ends right over here on the right 00:00:38.420 --> 00:00:39.800 if we're thinking about its width 00:00:39.800 --> 00:00:44.800 and so we have one, two, three, four, five, 00:00:45.150 --> 00:00:50.150 six, seven, eight, nine, 10 paper clips. 00:00:50.630 --> 00:00:55.630 So this rectangle is we could say 10 paper clips, 00:00:55.810 --> 00:00:59.133 paper clips wide. 00:00:59.980 --> 00:01:02.030 Now, if we wanna measure it in terms of centimeters, 00:01:02.030 --> 00:01:04.530 we would do the same thing but we would use this ruler. 00:01:04.530 --> 00:01:06.450 Let me do this in a different color. 00:01:06.450 --> 00:01:08.120 So the left edge is there. 00:01:08.120 --> 00:01:10.550 The right edge is right over there 00:01:10.550 --> 00:01:14.120 and it looks like this rectangle is also one, 00:01:14.120 --> 00:01:19.020 two, three, four, five centimeters wide. 00:01:19.020 --> 00:01:22.553 Five centimeters wide. 00:01:23.400 --> 00:01:27.200 So notice 10, the same rectangle has the same width. 00:01:27.200 --> 00:01:31.560 It's 10 paper clips wide and it's five centimeters wide. 00:01:31.560 --> 00:01:35.090 So its width is more paper clips than centimeters 00:01:35.090 --> 00:01:36.670 is one way to think about it. 00:01:36.670 --> 00:01:40.600 Now, based on that, what is a larger unit of measurement, 00:01:40.600 --> 00:01:41.450 the paper clip, 00:01:41.450 --> 00:01:44.440 at least these paper clips or the centimeter? 00:01:44.440 --> 00:01:46.240 Pause the video to think about that. 00:01:47.450 --> 00:01:49.513 Well, you might just see it naturally 00:01:49.513 --> 00:01:52.470 if you just look at a centimeter right over here. 00:01:52.470 --> 00:01:55.100 It looks wider than a paper clip 00:01:55.100 --> 00:01:57.840 but you could also tell that by looking at the measurement. 00:01:57.840 --> 00:02:00.000 We needed more paper clips 00:02:00.000 --> 00:02:02.360 to cover the width of this rectangle 00:02:02.360 --> 00:02:03.800 than we needed centimeters 00:02:03.800 --> 00:02:07.270 and so, because we needed more paper clips, 00:02:07.270 --> 00:02:10.720 that means that this is a smaller unit of measure 00:02:10.720 --> 00:02:13.000 because we needed more of them. 00:02:13.000 --> 00:02:18.000 So this is a smaller unit of measure 00:02:18.900 --> 00:02:20.450 or maybe actually I should make the arrow 00:02:20.450 --> 00:02:21.800 point right over here. 00:02:21.800 --> 00:02:24.930 The paper clip is a smaller unit of measure 00:02:24.930 --> 00:02:29.930 and then the centimeter is the larger unit of measure. 00:02:32.210 --> 00:02:34.280 We needed fewer centimeters 00:02:34.280 --> 00:02:37.050 to make up the width of the rectangle than paper clips. 00:02:37.050 --> 00:02:40.020 So the centimeter is larger and you could see that visually 00:02:40.020 --> 00:02:42.680 if you just look at that with compared to that width. 00:02:42.680 --> 00:02:47.203 It's clear that a centimeter is wider than this paper clip.
How to Keep Your Child Learning & Happy! at Home
https://www.youtube.com/watch?v=2XQdVMqAAsg
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https://www.youtube.com/api/timedtext?v=2XQdVMqAAsg&ei=91WUZbSuGv2np-oPwsCdgAk&caps=asr&opi=112496729&xoaf=5&hl=en&ip=0.0.0.0&ipbits=0&expire=1704245351&sparams=ip%2Cipbits%2Cexpire%2Cv%2Cei%2Ccaps%2Copi%2Cxoaf&signature=9E41A388338433E26CF59D3513AD752C6513E7B9.D609B4B33910AF0AAA1E5C877D2987757F604373&key=yt8&lang=en&name=Default&fmt=vtt
en
WEBVTT Kind: captions Language: en 00:00:00.672 --> 00:00:03.592 - Hello, thank you for joining us today, 00:00:03.592 --> 00:00:06.192 we know how busy you are as parents of young children 00:00:06.192 --> 00:00:08.012 particularly during these times 00:00:08.012 --> 00:00:10.242 with so much going on in the world. 00:00:10.242 --> 00:00:12.522 We wanna make the session a really valuable use 00:00:12.522 --> 00:00:15.722 of your time, so we're gonna jump right in. 00:00:15.722 --> 00:00:19.652 I'm Caroline Huflexor and I'm the CEO and co-founder 00:00:19.652 --> 00:00:21.602 of Khan Academy Kids, 00:00:21.602 --> 00:00:24.982 and today I am joined by my colleague Dan Tu, 00:00:24.982 --> 00:00:27.782 who will be moderating our questions later. 00:00:27.782 --> 00:00:31.042 And our special guest Renee Scott. 00:00:31.042 --> 00:00:34.252 Renee is a longtime early educator 00:00:34.252 --> 00:00:38.012 and is early education program director 00:00:38.012 --> 00:00:39.922 at Stanford University. 00:00:39.922 --> 00:00:42.882 She's been one of our main curriculum advisors 00:00:42.882 --> 00:00:44.782 as we've developed Khan Kids. 00:00:44.782 --> 00:00:46.872 And Renee and I are both parents 00:00:46.872 --> 00:00:48.202 and we will be talking about 00:00:48.202 --> 00:00:50.312 how to keep young kids engaged 00:00:50.312 --> 00:00:53.132 and learning at home while many schools are closed, 00:00:53.132 --> 00:00:54.182 and families are going through 00:00:54.182 --> 00:00:55.755 a lot of transition this fall. 00:00:57.142 --> 00:00:59.692 We're nonprofit, and I'd like to thank our sponsors, 00:00:59.692 --> 00:01:04.122 Bank of America, AT&T, google.org, Novartis and Fastly 00:01:04.122 --> 00:01:05.572 for their support of this webinar 00:01:05.572 --> 00:01:08.952 and our other distance learning resources. 00:01:08.952 --> 00:01:11.512 A few other notes, this webinar will be recorded. 00:01:11.512 --> 00:01:15.632 And we'll be sending a copy to you via email in a few hours. 00:01:15.632 --> 00:01:17.192 And if you have questions, 00:01:17.192 --> 00:01:19.642 please enter them in the question box. 00:01:19.642 --> 00:01:21.912 We'll save time at the end for live Q and A. 00:01:23.102 --> 00:01:24.952 So, today we'll be focusing mostly 00:01:24.952 --> 00:01:27.622 on the youngest children ages two through seven. 00:01:27.622 --> 00:01:30.152 So, preschool through grade one. 00:01:30.152 --> 00:01:31.502 Let's get started. 00:01:31.502 --> 00:01:34.722 I am thrilled to have Renee with us here today. 00:01:34.722 --> 00:01:37.342 Can you share a little bit about yourself 00:01:37.342 --> 00:01:38.682 and your background? 00:01:38.682 --> 00:01:40.382 - Sure. 00:01:40.382 --> 00:01:41.382 Thanks, Caroline. 00:01:41.382 --> 00:01:43.882 I am a lifelong teacher. 00:01:43.882 --> 00:01:45.982 I started long ago as a swim instructor 00:01:45.982 --> 00:01:48.082 when I was in high school and just kept on 00:01:48.082 --> 00:01:49.562 that teaching path. 00:01:49.562 --> 00:01:53.622 So now I've taught kindergarten, first grade, fourth grade, 00:01:53.622 --> 00:01:57.372 sixth grade, and I'm currently teaching teachers 00:01:57.372 --> 00:02:00.792 how to engage in engage young children 00:02:00.792 --> 00:02:02.372 with reading and math, 00:02:02.372 --> 00:02:06.782 specifically in pre-k and kindergarten and first grade. 00:02:06.782 --> 00:02:09.822 And as you mentioned, I'm also a mom, 00:02:09.822 --> 00:02:11.712 my kids are now a teen and preteen. 00:02:11.712 --> 00:02:13.845 So I've seen a lot of stages with them. 00:02:14.752 --> 00:02:16.135 - Wonderful, thanks Renee. 00:02:17.442 --> 00:02:20.962 Some parents of young children are typically the ones 00:02:20.962 --> 00:02:24.382 who are the really stressed then, even in the best of times. 00:02:24.382 --> 00:02:27.172 And right now, in this pandemic, 00:02:27.172 --> 00:02:30.482 they're juggling even more so on top of work and childcare, 00:02:30.482 --> 00:02:35.199 their heightened health and financial and medical concerns. 00:02:35.199 --> 00:02:37.112 And now with school closures, 00:02:37.112 --> 00:02:39.402 a lot of parents are managing the distance learning 00:02:39.402 --> 00:02:40.822 for their young children. 00:02:40.822 --> 00:02:42.932 What's your big message to parents 00:02:42.932 --> 00:02:44.952 as they are getting through these times 00:02:44.952 --> 00:02:48.265 and wanna keep their children learning and developing? 00:02:50.072 --> 00:02:51.652 - So you're exactly right. 00:02:51.652 --> 00:02:53.082 It is a stressful time right now 00:02:53.082 --> 00:02:55.832 trying to figure out how to juggle things in a new way. 00:02:56.722 --> 00:02:59.282 And really, I think my big message is 00:02:59.282 --> 00:03:03.772 to all of you parents out there, you're already doing a lot. 00:03:03.772 --> 00:03:07.155 Give yourself some grace and give your kids some grace too. 00:03:08.542 --> 00:03:11.702 It's a lot to take on and here's the thing, 00:03:11.702 --> 00:03:13.422 kids are learning all the time, 00:03:13.422 --> 00:03:15.612 whether you're teaching them something, 00:03:15.612 --> 00:03:18.122 or you're just hanging out with them doing something. 00:03:18.122 --> 00:03:20.172 So, there's a pretty good chance that 00:03:20.172 --> 00:03:23.472 some of those things that you're engaged in, for example, 00:03:23.472 --> 00:03:27.112 your bedtime routine, that's engaging in learning. 00:03:27.112 --> 00:03:28.682 They're learning about time. 00:03:28.682 --> 00:03:31.312 They're learning about how to reflect on the day, 00:03:31.312 --> 00:03:32.712 they're using language. 00:03:32.712 --> 00:03:34.092 So today, we're gonna spend some time 00:03:34.092 --> 00:03:36.852 talking a little bit about what that might look like 00:03:36.852 --> 00:03:39.692 and how to insert some intentional language 00:03:39.692 --> 00:03:41.885 into how to support your development. 00:03:42.972 --> 00:03:43.805 - That's great. 00:03:45.272 --> 00:03:48.312 Yeah, can you give me some examples of 00:03:48.312 --> 00:03:51.075 some of these everyday activities 00:03:51.075 --> 00:03:52.702 and how you could use language 00:03:52.702 --> 00:03:54.972 as you go through the second. 00:03:54.972 --> 00:03:55.805 - Definitely. 00:03:55.805 --> 00:03:58.992 So, one of the things that I like to remind myself of 00:03:58.992 --> 00:04:02.252 is that when you go to a preschool classroom, 00:04:02.252 --> 00:04:03.762 a lot of times you'll notice that kids 00:04:03.762 --> 00:04:05.422 are working in some sort of center 00:04:05.422 --> 00:04:08.512 and they're working with others. 00:04:08.512 --> 00:04:11.442 And there we call them sort of workplace centers 00:04:11.442 --> 00:04:13.082 maybe they're working on a painting 00:04:13.082 --> 00:04:15.872 or they're working on listening to books 00:04:15.872 --> 00:04:18.045 with a friend or through a tape recorder. 00:04:19.182 --> 00:04:24.182 And so I like to think about working with young children 00:04:24.232 --> 00:04:26.692 even at home in these ways 00:04:26.692 --> 00:04:30.682 to think about how to organize your day. 00:04:30.682 --> 00:04:31.942 So for example, 00:04:31.942 --> 00:04:35.452 just looking for opportunities perhaps to use your language 00:04:35.452 --> 00:04:38.992 and language development and ask really good questions, 00:04:38.992 --> 00:04:42.132 and just being intentionally during an activity 00:04:42.132 --> 00:04:43.505 such as bath time, 00:04:44.572 --> 00:04:46.972 it's really a great time to talk about 00:04:46.972 --> 00:04:51.452 maybe sensory skills and fine motor asking kids, hey, 00:04:51.452 --> 00:04:53.272 I wonder how do these bubbles feel? 00:04:53.272 --> 00:04:54.752 How do they feel to you, 00:04:54.752 --> 00:04:59.172 you can introduce words like fluffy, wet, slippery, 00:04:59.172 --> 00:05:02.002 those are really great words to practice 00:05:02.002 --> 00:05:04.412 and it builds out their vocabulary. 00:05:04.412 --> 00:05:07.402 Bath times also really great time to make up stories 00:05:07.402 --> 00:05:10.372 and making up stories is brilliant for kids. 00:05:10.372 --> 00:05:12.962 It helps prep them for learning to read, 00:05:12.962 --> 00:05:15.252 for learning to write, 00:05:15.252 --> 00:05:18.342 for starting to understand things like history 00:05:18.342 --> 00:05:19.332 and social studies. 00:05:19.332 --> 00:05:21.672 So, it's one of those activities 00:05:21.672 --> 00:05:23.112 that's really fun when they're little, 00:05:23.112 --> 00:05:25.542 that just has a ton of payoff and benefits. 00:05:25.542 --> 00:05:27.662 So if your kids to hop into the bath, 00:05:27.662 --> 00:05:31.392 and they've got a fish in a frog and just, say, 00:05:31.392 --> 00:05:35.092 some really great questions to ask, or, oh, what happens, 00:05:35.092 --> 00:05:36.992 tell me a story about fish and frog, 00:05:36.992 --> 00:05:39.652 and then keep the conversation going. 00:05:39.652 --> 00:05:43.052 So what happens next, and then what happens? 00:05:43.052 --> 00:05:44.892 And tell me more about that. 00:05:44.892 --> 00:05:48.432 So, if you can just keep your kids talking about 00:05:48.432 --> 00:05:49.265 something like that, 00:05:49.265 --> 00:05:51.262 and perhaps use some of that more difficult language 00:05:51.262 --> 00:05:53.322 they don't know yet and encourage them 00:05:53.322 --> 00:05:54.792 to use that in their speech. 00:05:54.792 --> 00:05:56.672 It works great. 00:05:56.672 --> 00:05:58.102 Another great example of something 00:05:58.102 --> 00:06:01.452 that you're gonna have to do anyway, is brushing teeth. 00:06:01.452 --> 00:06:02.542 I know it can be a challenge, 00:06:02.542 --> 00:06:05.042 but it's also a great time maybe to practice math. 00:06:06.632 --> 00:06:09.392 You can set a timer that the kids can watch, 00:06:09.392 --> 00:06:11.132 they can count the timer down backwards. 00:06:11.132 --> 00:06:13.442 They keep track of each other counting down backwards, 00:06:13.442 --> 00:06:16.812 counting forwards, maybe they can see how many times 00:06:16.812 --> 00:06:19.577 they can hop on a foot before they're done 00:06:19.577 --> 00:06:21.202 with their brushing. 00:06:21.202 --> 00:06:23.562 It's also I've heard a lot of kids sing their ABCs 00:06:23.562 --> 00:06:24.972 while they wash their hands. 00:06:24.972 --> 00:06:27.492 So these are just some really easy, 00:06:27.492 --> 00:06:31.392 but intentional ways to include a lot of 00:06:31.392 --> 00:06:33.812 the vocabulary language and math type skills 00:06:33.812 --> 00:06:35.492 that are really gonna help them 00:06:35.492 --> 00:06:38.065 when they get back into the classroom. 00:06:39.592 --> 00:06:42.212 One that we love at my house is baking. 00:06:42.212 --> 00:06:43.852 And I think a lot of folks feel like oh, 00:06:43.852 --> 00:06:46.172 well, baking is obvious because it involves 00:06:46.172 --> 00:06:49.092 measuring and pouring and things like that. 00:06:49.092 --> 00:06:52.562 But I think it's easy to forget things like, 00:06:52.562 --> 00:06:54.212 can you count how many blueberries 00:06:54.212 --> 00:06:58.462 we're gonna put into each of the muffins 00:06:58.462 --> 00:06:59.872 and put them into the cups, 00:06:59.872 --> 00:07:01.972 sorting things is amazing for kids. 00:07:01.972 --> 00:07:04.372 And that's a natural way to get them sorting 00:07:04.372 --> 00:07:09.372 and get them thinking about dividing and grouping 00:07:09.592 --> 00:07:11.682 and to use mathematical terms. 00:07:11.682 --> 00:07:12.762 But they're doing it right there 00:07:12.762 --> 00:07:14.222 at your kitchen counter, maybe. 00:07:14.222 --> 00:07:15.602 And something you have to do, 00:07:15.602 --> 00:07:18.312 maybe you're making muffins for breakfast or your neighbor 00:07:18.312 --> 00:07:19.145 to help them out. 00:07:19.145 --> 00:07:22.012 So, those are easy ways to include that. 00:07:22.012 --> 00:07:23.822 Another one that's great is get out the recipe 00:07:23.822 --> 00:07:24.932 and like kids look at it, 00:07:24.932 --> 00:07:26.812 if they can't read it, that's okay. 00:07:26.812 --> 00:07:29.002 They can look for words that start with M, 00:07:29.002 --> 00:07:31.412 they can look for how many ingredients, 00:07:31.412 --> 00:07:32.729 show them where the ingredient list is. 00:07:32.729 --> 00:07:34.922 And sometimes they have numbers in front of them, 00:07:34.922 --> 00:07:37.282 have them count out all the ingredients. 00:07:37.282 --> 00:07:39.472 Those are just some quick ways to do 00:07:39.472 --> 00:07:42.682 to push these things into what you're already doing. 00:07:42.682 --> 00:07:44.882 My daughter and I always like to sing songs. 00:07:46.305 --> 00:07:47.138 The other day, 00:07:47.138 --> 00:07:48.262 we had a conversation she's a little older now 00:07:48.262 --> 00:07:50.542 but we still like to talk about song lyrics. 00:07:50.542 --> 00:07:53.445 And we were singing "The Method Man" song. 00:07:54.375 --> 00:07:56.002 ♪ You know the method man, the method ♪ 00:07:56.002 --> 00:07:57.992 and I was telling her, I used to have this little boy 00:07:57.992 --> 00:08:00.682 when I taught kindergarten, who just love that song. 00:08:00.682 --> 00:08:03.862 And I said, but I always wondered about the word drury lane, 00:08:03.862 --> 00:08:05.692 I said it's a hard word to say. 00:08:05.692 --> 00:08:07.832 And drury sounds kind of dreary. 00:08:07.832 --> 00:08:09.972 And so we had this whole conversation that included 00:08:09.972 --> 00:08:14.282 all this language and that's the kind of silly conversation 00:08:14.282 --> 00:08:16.562 that ends up being something that 00:08:16.562 --> 00:08:18.215 includes a lot more vocabulary. 00:08:20.402 --> 00:08:24.522 So, one more example of just integrating stuff 00:08:24.522 --> 00:08:27.615 into the everyday, one of the things I love is, 00:08:28.592 --> 00:08:30.552 thinking about ways to be intentional about eating 00:08:30.552 --> 00:08:32.292 maybe not always at the dinner table, 00:08:32.292 --> 00:08:33.752 but lunch table or breakfast table 00:08:33.752 --> 00:08:35.155 is a great time to do this. 00:08:37.643 --> 00:08:39.272 Using that time for counting 00:08:39.272 --> 00:08:42.422 is a great example of putting something in there quickly. 00:08:42.422 --> 00:08:44.392 So, you're handing out grapes to the kids 00:08:44.392 --> 00:08:47.382 and ask them how many grapes would you like 00:08:47.382 --> 00:08:51.302 and have them tell you and then give them some grapes, 00:08:51.302 --> 00:08:53.232 you can mix this up, 00:08:53.232 --> 00:08:55.022 you can give them what they asked for 00:08:55.022 --> 00:08:56.892 and have them double check and see if you're right 00:08:56.892 --> 00:08:58.962 or you can give them what they didn't ask for 00:08:58.962 --> 00:09:01.392 and have them double check and see if they catch you. 00:09:01.392 --> 00:09:06.152 So, kids really love that aspect of there's a game in it, 00:09:06.152 --> 00:09:08.122 so and you can turn something into a game 00:09:08.122 --> 00:09:10.045 and make it playful, is great. 00:09:11.422 --> 00:09:14.132 - Great, I love hearing your examples 00:09:14.132 --> 00:09:16.952 because it's comforting to hear 00:09:16.952 --> 00:09:18.842 that there's so much learning 00:09:18.842 --> 00:09:20.652 in terms of language development 00:09:20.652 --> 00:09:23.112 and early numeracy that can just come up 00:09:23.112 --> 00:09:24.892 in everyday activities and things. 00:09:24.892 --> 00:09:27.512 So it's not like (mumbling) 00:09:27.512 --> 00:09:29.092 you don't have to sit your child down. 00:09:29.092 --> 00:09:29.925 And in fact, 00:09:29.925 --> 00:09:32.022 if you just sit your child down and say, do this, 00:09:32.022 --> 00:09:35.072 it's probably not nearly as fun and engaging for them. 00:09:35.072 --> 00:09:38.742 So, I love how you should always be play base 00:09:38.742 --> 00:09:39.602 for young kids, 00:09:39.602 --> 00:09:42.499 which is how we approach the learning in Khan Kids. 00:09:44.542 --> 00:09:45.662 So as an educator, 00:09:45.662 --> 00:09:48.382 what are some techniques that teachers used 00:09:48.382 --> 00:09:50.632 to keep kids engaged and learning through the day, 00:09:50.632 --> 00:09:54.602 especially as parents, we're juggling work and multitasking 00:09:54.602 --> 00:09:57.842 and can't always be 100% focused on 00:09:57.842 --> 00:10:00.072 and playing with our kids all the time. 00:10:00.072 --> 00:10:02.202 - Yeah, definitely. 00:10:02.202 --> 00:10:03.462 One of the things I mean, 00:10:03.462 --> 00:10:05.942 the reality is there's gonna be periods during the day 00:10:05.942 --> 00:10:08.482 when your kid, you can't sit down and play with your child. 00:10:08.482 --> 00:10:10.002 You can't play a game with them. 00:10:10.002 --> 00:10:11.162 You maybe can't talk to them. 00:10:11.162 --> 00:10:12.162 You're on the phone. 00:10:13.092 --> 00:10:14.762 And the first thing again, 00:10:14.762 --> 00:10:16.782 I wanna reiterate, that's okay. 00:10:16.782 --> 00:10:20.022 Like, it's okay for your kids to have to hang out 00:10:20.022 --> 00:10:21.762 and entertain themselves for a while, 00:10:21.762 --> 00:10:23.832 if that's what you need. 00:10:23.832 --> 00:10:26.132 Everyone's gonna be happier if you're feeling better 00:10:26.132 --> 00:10:27.142 about what you're doing too. 00:10:27.142 --> 00:10:29.172 So give yourself grace there. 00:10:29.172 --> 00:10:32.482 But one thing that I do like to keep in mind, 00:10:32.482 --> 00:10:34.312 and you were you kind of alluded to this 00:10:34.312 --> 00:10:37.082 just a second ago Caroline, about motivation 00:10:37.082 --> 00:10:41.252 is sometimes the second you ask a child to do something 00:10:41.252 --> 00:10:44.242 that they otherwise might do just for fun. 00:10:44.242 --> 00:10:46.622 It's not that fun to them anymore. 00:10:46.622 --> 00:10:48.402 It's a matter of trying to convince them 00:10:48.402 --> 00:10:50.352 that is their idea, right? 00:10:50.352 --> 00:10:54.032 So some of the things that have been found, actually, 00:10:54.032 --> 00:10:56.392 this always makes me think of my mentor, 00:10:56.392 --> 00:10:58.932 Deborah Steinbeck because she does a lot of research 00:10:58.932 --> 00:11:00.632 on motivation with young children. 00:11:00.632 --> 00:11:03.972 And she really highlighted a few important things. 00:11:03.972 --> 00:11:06.542 And the ones that I wanna talk about briefly today 00:11:06.542 --> 00:11:10.942 are competence, autonomy, and care and connection. 00:11:10.942 --> 00:11:12.432 So, what are those mean, right? 00:11:12.432 --> 00:11:14.172 So, competence is just basically kids 00:11:14.172 --> 00:11:16.282 like to feel like they know what they're doing. 00:11:16.282 --> 00:11:19.862 So going back to that great example, if you, 00:11:19.862 --> 00:11:22.452 if they're able to catch you giving them four grapes, 00:11:22.452 --> 00:11:26.312 when they asked for five, they feel really competent. 00:11:26.312 --> 00:11:29.222 And also you get to see that they know what, 00:11:29.222 --> 00:11:31.692 they know a skill and then you, 00:11:31.692 --> 00:11:32.982 it gives you that indication, 00:11:32.982 --> 00:11:34.092 okay, we can check, 00:11:34.092 --> 00:11:36.162 we can make this a little more difficult for them 00:11:36.162 --> 00:11:37.842 and kids love the challenge. 00:11:37.842 --> 00:11:39.962 So, kind of up the challenge on them if 00:11:39.962 --> 00:11:41.942 when you get sense that they're ready for it, 00:11:41.942 --> 00:11:43.762 they think that's exciting. 00:11:43.762 --> 00:11:45.892 The other thing is language around that is important. 00:11:45.892 --> 00:11:49.582 So be careful not to always say good job, good job, 00:11:49.582 --> 00:11:52.152 good job, because it's hard to know what that means. 00:11:52.152 --> 00:11:55.642 So I really love the response of you did it. 00:11:55.642 --> 00:11:57.262 Oh my gosh, you figured that out. 00:11:57.262 --> 00:11:58.962 You notice that? 00:11:58.962 --> 00:12:00.782 So just being really, specific. 00:12:00.782 --> 00:12:04.612 Oh, I saw that you put five blocks all together in a pile. 00:12:04.612 --> 00:12:06.982 Wow, how did you put that together. 00:12:06.982 --> 00:12:09.082 So, rather than just saying good job, 00:12:09.082 --> 00:12:11.542 use it as a chance to elicit more conversations. 00:12:11.542 --> 00:12:13.392 But also let them know that you observed 00:12:13.392 --> 00:12:15.935 that they did something that was kind of cool. 00:12:16.788 --> 00:12:19.482 So, then getting back to those other ideas, 00:12:19.482 --> 00:12:24.042 autonomy is just basically giving them choices. 00:12:24.042 --> 00:12:26.702 I don't know if you've ever heard a pre-k teacher do this, 00:12:26.702 --> 00:12:28.602 or if you've received the advice where 00:12:30.339 --> 00:12:32.742 you always run the risk of asking 00:12:32.742 --> 00:12:34.302 when you just don't give a child a choice, 00:12:34.302 --> 00:12:35.952 you say something like, 00:12:35.952 --> 00:12:39.702 do you wanna sit down and color a picture with me, 00:12:39.702 --> 00:12:41.732 you run the risk of them saying, nope, 00:12:41.732 --> 00:12:43.105 and then you're right. 00:12:44.912 --> 00:12:46.212 Love to have choice. 00:12:46.212 --> 00:12:49.032 It makes them feel a little bit more independent. 00:12:49.032 --> 00:12:50.302 It gives them some agency. 00:12:50.302 --> 00:12:52.792 So, offer a couple of things to them. 00:12:52.792 --> 00:12:55.532 If you know you're gonna be on the phone for a few minutes, 00:12:55.532 --> 00:12:58.282 you can say here's three things that you can do. 00:12:58.282 --> 00:12:59.732 What do you wanna start with? 00:13:00.672 --> 00:13:01.652 Do you wanna start with the puzzle 00:13:01.652 --> 00:13:03.132 or the blocks or the coloring 00:13:03.132 --> 00:13:04.492 and let them just pick the thing 00:13:04.492 --> 00:13:05.325 and then say when you're done, 00:13:05.325 --> 00:13:07.102 you can move to the next thing that you want to do, 00:13:07.102 --> 00:13:10.492 but that way you're giving them some specific things to do. 00:13:10.492 --> 00:13:12.452 So, you're still putting boundaries around it, 00:13:12.452 --> 00:13:13.682 but they get to choose. 00:13:13.682 --> 00:13:14.635 And then finally, 00:13:15.642 --> 00:13:18.862 the caring connection piece is really, really important. 00:13:18.862 --> 00:13:20.072 It's super hard right now 00:13:20.072 --> 00:13:22.952 'cause sometimes you're trying to listen to a phone call 00:13:22.952 --> 00:13:24.022 and you've got your little one going 00:13:24.022 --> 00:13:25.342 mommy, mommy, mommy, right? 00:13:25.342 --> 00:13:28.362 And it feels like you just wanna, 00:13:28.362 --> 00:13:31.572 it's a lot sometimes to handle all of that at once. 00:13:31.572 --> 00:13:35.142 And so, it's important to maybe set aside time 00:13:35.142 --> 00:13:38.302 to make those points of connection with your child. 00:13:38.302 --> 00:13:40.422 One of my favorite things to recommend 00:13:40.422 --> 00:13:43.572 and to do is to have a moment at either at bedtime 00:13:43.572 --> 00:13:46.115 or bath time or even first thing in the morning, 00:13:47.332 --> 00:13:48.732 where you ask them a few questions 00:13:48.732 --> 00:13:49.802 just to tap into their day. 00:13:49.802 --> 00:13:53.202 Our favorite thing at our house is to do 00:13:53.202 --> 00:13:56.472 what we call rose, thorn, and bird. 00:13:56.472 --> 00:13:57.782 And so with the rose, 00:13:57.782 --> 00:14:00.072 you ask them something great that happened that day 00:14:00.072 --> 00:14:01.935 that made them feel beautiful. 00:14:02.972 --> 00:14:04.742 A thorn is maybe something that was ouchy 00:14:04.742 --> 00:14:05.902 that they didn't like very much 00:14:05.902 --> 00:14:08.692 and bird is something that they're looking forward to. 00:14:08.692 --> 00:14:10.802 Some days we just do a bird, my kid Sam, 00:14:10.802 --> 00:14:12.032 oh, I'm really looking forward to this thing, 00:14:12.032 --> 00:14:13.552 sometimes we just do an ouchy 00:14:13.552 --> 00:14:15.582 because we end up talking about it for a while. 00:14:15.582 --> 00:14:18.722 And it's important to make sure that your kids feel like 00:14:18.722 --> 00:14:21.592 all of how all of these things are okay. 00:14:21.592 --> 00:14:22.712 That you're here. 00:14:22.712 --> 00:14:23.732 You may not even want it, 00:14:23.732 --> 00:14:25.202 you don't wanna offer suggestions 00:14:25.202 --> 00:14:26.732 for how to fix it necessarily. 00:14:26.732 --> 00:14:30.072 You just want them to have a chance to tell you 00:14:30.072 --> 00:14:32.232 what's going on and kind of get stuff off their chest, 00:14:32.232 --> 00:14:33.912 little kids need to vent too. 00:14:33.912 --> 00:14:38.552 So, you're their most comfortable person to vent to. 00:14:38.552 --> 00:14:39.762 So that's important, 00:14:39.762 --> 00:14:43.462 because then they know that they can come to you 00:14:43.462 --> 00:14:44.295 when they need it, 00:14:44.295 --> 00:14:46.562 but that it's okay for them to go a little further 00:14:46.562 --> 00:14:48.532 during the day and be independent on their own 00:14:48.532 --> 00:14:49.762 when you're not always there. 00:14:49.762 --> 00:14:52.052 It helps that safety factor. 00:14:52.052 --> 00:14:54.035 So, it's very important. 00:14:56.555 --> 00:15:00.862 - Another part is that maintaining routines 00:15:00.862 --> 00:15:02.402 is really important for young children. 00:15:02.402 --> 00:15:04.392 Why is that and how do you recommend 00:15:04.392 --> 00:15:06.192 that parents do that at home? 00:15:06.192 --> 00:15:08.442 - Yeah, yeah, good question. 00:15:08.442 --> 00:15:13.042 It's really, it can feel really daunting. 00:15:13.042 --> 00:15:15.372 And I wanna encourage parents 00:15:15.372 --> 00:15:17.482 that you don't feel like you have to write up 00:15:17.482 --> 00:15:19.302 a separate lesson plan for your child 00:15:19.302 --> 00:15:22.212 on top of your own plans every day. 00:15:22.212 --> 00:15:24.762 But routine at the same time routines are important. 00:15:24.762 --> 00:15:26.395 They help create a sense of safety for kids 00:15:26.395 --> 00:15:29.962 that helps them know that they're going to be fed 00:15:29.962 --> 00:15:31.932 at a certain time and there's comfort in that, 00:15:31.932 --> 00:15:34.892 they know they're being taken care of and looked after. 00:15:34.892 --> 00:15:36.272 It also helps you helps them to know 00:15:36.272 --> 00:15:38.822 what your expectations are of them. 00:15:38.822 --> 00:15:40.852 So if they know that after dinner, 00:15:40.852 --> 00:15:42.952 their job is to always help clean up the dishes, 00:15:42.952 --> 00:15:43.785 there's comfort in that, 00:15:43.785 --> 00:15:46.012 they know that that's something that they're supposed to do 00:15:46.012 --> 00:15:48.282 and it helps lower their anxiety levels, 00:15:48.282 --> 00:15:51.792 which ultimately helps with things like meltdowns 00:15:51.792 --> 00:15:55.082 because they are aware of what is coming up 00:15:55.082 --> 00:15:56.775 and what their expectations are. 00:15:58.752 --> 00:16:01.682 So one thing I wanna encourage you to do 00:16:01.682 --> 00:16:05.385 is to make your routine work for you. 00:16:06.432 --> 00:16:07.882 In the evening before you go to sleep 00:16:07.882 --> 00:16:09.442 or first thing in the morning when you get up, 00:16:09.442 --> 00:16:11.372 take a look at your own schedule. 00:16:11.372 --> 00:16:13.652 Figure out when do you, when are there times 00:16:13.652 --> 00:16:16.702 when you can maybe work with your child on something? 00:16:16.702 --> 00:16:19.182 And where are the times when you really do need 00:16:19.182 --> 00:16:20.452 to have alone time and you're gonna have 00:16:20.452 --> 00:16:22.152 to maybe put some things out for your child 00:16:22.152 --> 00:16:24.862 to work on their own and give them those directions, 00:16:24.862 --> 00:16:26.792 perfectly fine as well to prompt them, 00:16:26.792 --> 00:16:28.652 give them something and say, hey, 00:16:28.652 --> 00:16:31.052 I want you to build and when I come back, 00:16:31.052 --> 00:16:33.202 I want you to tell me about what you built. 00:16:34.162 --> 00:16:36.862 So, that's a nice way to get it 00:16:36.862 --> 00:16:38.282 or maybe not I want you to build 00:16:38.282 --> 00:16:40.202 but here's some blocks, do you wanna build 00:16:40.202 --> 00:16:41.632 and then let them go with it again, 00:16:41.632 --> 00:16:43.175 you want it to be their idea, 00:16:44.206 --> 00:16:45.532 but making sure you go back 00:16:45.532 --> 00:16:47.602 and make that touch point when you connect with them again, 00:16:47.602 --> 00:16:49.482 and always come back with a smile, 00:16:49.482 --> 00:16:52.322 let them know you're happy to be there with them. 00:16:52.322 --> 00:16:54.872 And not add on a lot to them, 00:16:54.872 --> 00:16:56.815 but just let them just be with them. 00:16:58.212 --> 00:17:00.332 One thing yeah, that we've, 00:17:00.332 --> 00:17:02.402 I've been talking to Caroline about a little bit 00:17:02.402 --> 00:17:04.582 is how to set up a schedule for your child 00:17:04.582 --> 00:17:07.762 and so I know that something Caroline that 00:17:08.842 --> 00:17:10.312 is really exciting right now 00:17:10.312 --> 00:17:13.172 on the Khan Academy Kid's programming. 00:17:13.172 --> 00:17:15.592 - Yeah, we just launched weekly planners 00:17:15.592 --> 00:17:17.042 for ages two through seven. 00:17:17.042 --> 00:17:21.392 And it's just the template, a starting point for families. 00:17:21.392 --> 00:17:22.462 We worked with Renee 00:17:22.462 --> 00:17:24.752 and one of the most valuable parts of it, 00:17:24.752 --> 00:17:28.902 I think are just kind of all the tips in there 00:17:28.902 --> 00:17:31.682 and ideas for how to fill your, 00:17:31.682 --> 00:17:34.982 how to build the time for early literacy and math, 00:17:34.982 --> 00:17:36.642 social emotional development. 00:17:36.642 --> 00:17:38.772 And it's not that you have to stick really rigidly 00:17:38.772 --> 00:17:39.852 to the planner 00:17:39.852 --> 00:17:43.982 but it's just a place where parents can start with a routine 00:17:43.982 --> 00:17:44.932 and some structure. 00:17:46.562 --> 00:17:47.542 - And most importantly, 00:17:47.542 --> 00:17:49.032 be creative in how you're thinking 00:17:49.032 --> 00:17:53.042 remember that you may be using math or language or literacy 00:17:53.042 --> 00:17:54.992 in places that you might not identify. 00:17:54.992 --> 00:17:58.462 So, think through what's happening in your day 00:17:58.462 --> 00:18:01.532 and just identify that you can write that on the planner 00:18:01.532 --> 00:18:05.162 as that's our we did it during teeth brushing this morning 00:18:05.162 --> 00:18:07.452 and then you don't have to feel like that's another check 00:18:07.452 --> 00:18:08.285 on your list. 00:18:08.285 --> 00:18:10.782 You can make that anything you want. 00:18:10.782 --> 00:18:11.615 - Exactly. 00:18:13.672 --> 00:18:14.505 Great. 00:18:14.505 --> 00:18:19.117 So should we shift now to some of the questions 00:18:19.117 --> 00:18:19.950 from the audience? 00:18:19.950 --> 00:18:22.992 I think Dan from our team is gonna be joining us. 00:18:22.992 --> 00:18:24.392 - Yep, thank you, Caroline. 00:18:24.392 --> 00:18:27.082 Before we get started with the live questions 00:18:27.082 --> 00:18:28.122 and answer period, 00:18:28.122 --> 00:18:30.062 there's couple announcements that I'd like to make. 00:18:30.062 --> 00:18:32.872 So first, as Caroline mentioned at the start of this, 00:18:32.872 --> 00:18:34.652 this entire webinar is being recorded, 00:18:34.652 --> 00:18:36.222 so don't worry if you missed anything, 00:18:36.222 --> 00:18:37.372 or if you joined late, 00:18:37.372 --> 00:18:38.622 the recording will be made available. 00:18:38.622 --> 00:18:40.932 We'll be posting it after this session. 00:18:40.932 --> 00:18:43.672 And then also excitingly, as Caroline mentioned, 00:18:43.672 --> 00:18:45.262 we did create the weekly planners 00:18:45.262 --> 00:18:46.622 and we've actually attached those 00:18:46.622 --> 00:18:48.322 as part of this webinar as well. 00:18:48.322 --> 00:18:50.932 So in our downloadable sections, please go there. 00:18:50.932 --> 00:18:53.192 There are two things that we wanna share with you, 00:18:53.192 --> 00:18:55.752 the weekly planners for kids ages two to seven, 00:18:55.752 --> 00:18:57.922 and also one cheater quick tip sheet 00:18:57.922 --> 00:18:59.782 of some of the topics that Renee and Caroline 00:18:59.782 --> 00:19:01.872 spoke to just now. 00:19:01.872 --> 00:19:02.705 And then finally, 00:19:02.705 --> 00:19:04.342 before we get started with the live question and answers, 00:19:04.342 --> 00:19:06.752 please start putting your questions in the question box. 00:19:06.752 --> 00:19:08.652 We have a team of moderators 00:19:08.652 --> 00:19:10.432 who are kind of surfacing up for me. 00:19:10.432 --> 00:19:13.052 I'll do my best job to get through as many of them possible 00:19:13.052 --> 00:19:15.602 as possible with Renee and Caroline. 00:19:15.602 --> 00:19:17.432 Okay, so shall we get started? 00:19:18.450 --> 00:19:19.283 - Okay. 00:19:19.283 --> 00:19:20.952 - So, Caroline perhaps this one's a good place 00:19:20.952 --> 00:19:21.785 to start with you. 00:19:21.785 --> 00:19:23.952 We have a great question from Laura. 00:19:23.952 --> 00:19:27.132 Laura asked when so much of the interaction with school 00:19:27.132 --> 00:19:28.862 is through an iPad, 00:19:28.862 --> 00:19:31.842 how can I help my child transition on and off, 00:19:31.842 --> 00:19:33.692 and so that she can more easily engage 00:19:33.692 --> 00:19:35.622 in the actual physical world? 00:19:35.622 --> 00:19:38.912 - Yes, I completely understand that when I mean, 00:19:38.912 --> 00:19:40.382 I think it may be a starting point 00:19:40.382 --> 00:19:42.852 is what Renee was talking about what the schedule 00:19:42.852 --> 00:19:46.252 is like, understanding, what's coming from her school, 00:19:46.252 --> 00:19:48.765 and what's the schedule that they're proposing? 00:19:49.682 --> 00:19:52.252 How much of that is on an iPad 00:19:52.252 --> 00:19:54.482 and then maybe you have some other time PE 00:19:54.482 --> 00:19:56.602 or something where it's not a live better, 00:19:56.602 --> 00:19:58.742 or maybe the teacher is actually leading you 00:19:58.742 --> 00:19:59.792 through things there. 00:20:00.722 --> 00:20:03.772 But something visual is often helpful for children 00:20:03.772 --> 00:20:06.952 so that they can kind of see okay, I'm here right now. 00:20:06.952 --> 00:20:09.172 The next block, I'm gonna be doing something else. 00:20:09.172 --> 00:20:10.402 I have to go find a book 00:20:10.402 --> 00:20:12.802 or I have to go find something else in my house. 00:20:13.652 --> 00:20:16.682 And I think maybe giving them a little advanced warning too, 00:20:16.682 --> 00:20:21.682 is you're about to transition into the next period. 00:20:21.772 --> 00:20:23.772 Let's try this. 00:20:23.772 --> 00:20:26.112 Khan Kids, we also have some complimentary 00:20:26.112 --> 00:20:30.389 offline activities so that they can use principles 00:20:32.372 --> 00:20:34.232 that reinforce the learning that's in the app too. 00:20:34.232 --> 00:20:36.295 So that gets off the screen. 00:20:37.582 --> 00:20:38.892 - Those are great ideas, I. 00:20:38.892 --> 00:20:40.912 May I add one thing quickly, 00:20:40.912 --> 00:20:44.572 just that often in preschools and kindergarten classrooms, 00:20:44.572 --> 00:20:47.322 teachers will use music during transition times. 00:20:47.322 --> 00:20:50.372 So, I'll let you love you could play it for a minute 00:20:50.372 --> 00:20:52.362 while it's time to put one thing away 00:20:52.362 --> 00:20:53.822 and take the next thing out. 00:20:53.822 --> 00:20:55.262 Sometimes that helps kids know, 00:20:55.262 --> 00:20:57.862 'cause it's, it goes along with the schedule 00:20:57.862 --> 00:20:59.842 and it signals oh, we're gonna change. 00:20:59.842 --> 00:21:00.962 We're gonna shift gears here. 00:21:00.962 --> 00:21:02.292 Let's look at our schedule 00:21:02.292 --> 00:21:03.855 and see what's coming up next. 00:21:04.872 --> 00:21:06.332 - Great, thank you. 00:21:06.332 --> 00:21:08.392 We have a question from Ruth. 00:21:08.392 --> 00:21:10.642 The question is I have a young kindergartener 00:21:10.642 --> 00:21:13.482 and a three year old, and Ruth worries that 00:21:13.482 --> 00:21:16.162 when the kindergartner potentially falling behind 00:21:16.162 --> 00:21:18.472 with the social skills given the distance learning 00:21:18.472 --> 00:21:20.872 and our shelter in place rules. 00:21:20.872 --> 00:21:23.962 And also she worries that about potential attachment issues 00:21:23.962 --> 00:21:26.442 once the kids have to go back to school. 00:21:26.442 --> 00:21:28.062 So Renee, perhaps this is a good one for you 00:21:28.062 --> 00:21:30.672 to kind of address how do we deal with attachment issues 00:21:30.672 --> 00:21:34.292 and the lack of kind of social interactions 00:21:34.292 --> 00:21:37.066 or the limited interactions that we have? 00:21:37.066 --> 00:21:38.061 - Right, right. 00:21:38.061 --> 00:21:40.692 And I think that's definitely a great question. 00:21:40.692 --> 00:21:44.202 It's something that even the education community 00:21:44.202 --> 00:21:46.392 is trying to think a lot about. 00:21:46.392 --> 00:21:48.692 And this is actually one area where I might recommend 00:21:48.692 --> 00:21:53.692 that you try to embrace technology a little bit more even 00:21:53.692 --> 00:21:57.322 to get your kids maybe communicating with family members, 00:21:57.322 --> 00:22:00.112 or if they have friends that they might be able 00:22:00.112 --> 00:22:02.972 to communicate with the help of another parent. 00:22:02.972 --> 00:22:04.982 And the parents can be there with you, 00:22:04.982 --> 00:22:07.322 but just to give them that sense of being able to play, 00:22:07.322 --> 00:22:12.035 I've seen kids play games over like a Facebook type 00:22:14.002 --> 00:22:19.002 or a Zoom type situation and they can play 00:22:20.332 --> 00:22:22.612 all sorts of games or they can do jumping jacks together 00:22:22.612 --> 00:22:25.172 or something that you that a parent models for them. 00:22:25.172 --> 00:22:27.092 But in that way they can start to interact 00:22:27.092 --> 00:22:29.402 and use some language back and forth. 00:22:29.402 --> 00:22:30.852 Admittedly, it's not the same 00:22:30.852 --> 00:22:33.232 as if they're playing necessarily next to each other, 00:22:33.232 --> 00:22:34.302 but it is helpful. 00:22:34.302 --> 00:22:36.042 Another thing I love is, 00:22:36.042 --> 00:22:39.052 it's a great time to do some reflecting with your child. 00:22:39.052 --> 00:22:41.062 There's some really wonderful books 00:22:42.192 --> 00:22:43.972 about social emotional learning. 00:22:43.972 --> 00:22:47.712 And so it might be a good time, especially in kindergarten, 00:22:47.712 --> 00:22:50.182 might be a time when they can reflect back on time, 00:22:50.182 --> 00:22:51.912 experiences that they've had before 00:22:51.912 --> 00:22:54.452 that align with what they're reading in the book. 00:22:54.452 --> 00:22:55.285 And so you can say, oh, 00:22:55.285 --> 00:22:57.372 have you ever felt like this at a certain time, 00:22:57.372 --> 00:23:00.482 and then you can actually share your own experience as well. 00:23:00.482 --> 00:23:02.445 So, it's definitely a challenge. 00:23:03.652 --> 00:23:05.802 But I encourage you to continue to be creative. 00:23:05.802 --> 00:23:09.532 And let your little one kind of help each other out 00:23:09.532 --> 00:23:11.775 if they can, if they're able to do that too. 00:23:13.642 --> 00:23:14.475 - Great. 00:23:14.475 --> 00:23:16.962 So the next one is quite a tough one. 00:23:16.962 --> 00:23:18.372 I'll let you both answer this. 00:23:18.372 --> 00:23:19.852 And Caroline, since probably good for you. 00:23:19.852 --> 00:23:21.612 And this is one that we hear a lot. 00:23:21.612 --> 00:23:24.512 And I'm sure this resonates with a lot of our audience. 00:23:24.512 --> 00:23:27.752 So Cindy asks, I'm on day four of school 00:23:27.752 --> 00:23:31.392 and I'm already getting a I don't wanna do school, 00:23:31.392 --> 00:23:33.452 what is a good way to help them? 00:23:33.452 --> 00:23:35.755 Get their kids excited to start the day? 00:23:36.732 --> 00:23:40.712 - Yeah, that is a tough one, especially on day four. 00:23:40.712 --> 00:23:44.252 I might start with asking your child, 00:23:44.252 --> 00:23:48.422 why are you feeling that way today? 00:23:48.422 --> 00:23:51.112 And it could be a whole host of things. 00:23:51.112 --> 00:23:54.462 It could be that I don't like sitting here 00:23:54.462 --> 00:23:57.082 in front of my computer for so long. 00:23:57.082 --> 00:24:00.872 It could be I don't know who's in my class. 00:24:00.872 --> 00:24:03.675 So, I think depending on that answer, 00:24:04.652 --> 00:24:07.732 you may have, you may trigger some ideas for you. 00:24:07.732 --> 00:24:09.362 For example, if it is the screen, 00:24:09.362 --> 00:24:12.542 like maybe there's conversation that you could have 00:24:12.542 --> 00:24:15.182 with a teacher to see if there are parts where 00:24:16.692 --> 00:24:19.552 he or she does not need to be logged in 00:24:19.552 --> 00:24:22.875 and maybe she can do something else offline, or. 00:24:24.032 --> 00:24:27.322 Yeah, I think it's not understanding why, 00:24:27.322 --> 00:24:28.155 I don't know, Renee, 00:24:28.155 --> 00:24:31.695 do you have other things to add on this one, it's tough. 00:24:32.792 --> 00:24:34.032 - That is a tough one. 00:24:34.032 --> 00:24:36.082 That's a great place to start. 00:24:36.082 --> 00:24:39.002 It's really understandable that little ones 00:24:39.002 --> 00:24:43.542 might need to move around a little bit more than they are. 00:24:43.542 --> 00:24:46.882 I would also recommend that you contact the teacher 00:24:46.882 --> 00:24:48.642 and explain that that's happening, 00:24:48.642 --> 00:24:51.312 not necessarily as a complaint, 00:24:51.312 --> 00:24:53.292 but it's a nice way for a teacher to gauge 00:24:53.292 --> 00:24:54.425 how things are going. 00:24:55.462 --> 00:24:58.972 Our teachers are working really hard to develop classes 00:24:58.972 --> 00:25:00.572 that the kids will be interested in. 00:25:00.572 --> 00:25:03.342 But this is their time doing it as well. 00:25:03.342 --> 00:25:05.082 And so when you give them feedback, 00:25:05.082 --> 00:25:08.742 it lets them know how to that they might want to adjust 00:25:08.742 --> 00:25:10.065 and change for your child. 00:25:11.332 --> 00:25:13.122 My other thought is if it's allowed, 00:25:13.122 --> 00:25:15.412 maybe let your child bring a lovey to class, 00:25:15.412 --> 00:25:18.382 or something that makes them feel comfortable 00:25:18.382 --> 00:25:19.632 depending on the age of the child. 00:25:19.632 --> 00:25:21.482 And if that's okay with the teacher, 00:25:21.482 --> 00:25:23.995 that might be a way to help with that as well. 00:25:25.212 --> 00:25:26.442 Or perhaps you could sit with them 00:25:26.442 --> 00:25:28.532 for some of the class time. 00:25:28.532 --> 00:25:29.982 Maybe not all of it, 00:25:29.982 --> 00:25:31.552 but some of it just until they transition 00:25:31.552 --> 00:25:32.842 and start to feel better. 00:25:32.842 --> 00:25:33.882 But I agreed, Caroline, 00:25:33.882 --> 00:25:36.942 I think you have the right approach 00:25:36.942 --> 00:25:38.372 in terms of just trying to figure out 00:25:38.372 --> 00:25:42.305 what it might be that's creating that pushback. 00:25:44.242 --> 00:25:47.212 - Well, I'd like to say there's an easier question, 00:25:47.212 --> 00:25:49.432 but the next one's is quite challenging as well. 00:25:49.432 --> 00:25:51.982 And I think a lot of parents have this on their mind. 00:25:51.982 --> 00:25:55.662 Vivian says one thing that she's struggling with 00:25:55.662 --> 00:25:57.232 is sort of that she's struggling with 00:25:57.232 --> 00:26:00.172 is that both parents are working full time. 00:26:00.172 --> 00:26:02.812 They've got meetings on Zoom at the same time. 00:26:02.812 --> 00:26:04.242 And so the gist of the question is like, 00:26:04.242 --> 00:26:06.052 how should they think about screen child, 00:26:06.052 --> 00:26:08.592 screen time for their child, 00:26:08.592 --> 00:26:10.152 especially when they are on Zoom calls 00:26:10.152 --> 00:26:11.982 two, three hours a day. 00:26:11.982 --> 00:26:13.602 What's the best way to think about it 00:26:13.602 --> 00:26:15.545 and the best way to control the amount of screen time 00:26:15.545 --> 00:26:17.125 that they're exposing? 00:26:18.102 --> 00:26:19.762 - Yeah, I think, 00:26:19.762 --> 00:26:24.762 we're very cognizant of the American Academy of Pediatrics, 00:26:25.412 --> 00:26:28.002 who guidelines around screen time, 00:26:28.002 --> 00:26:31.942 and have designed our app to fit 00:26:31.942 --> 00:26:34.362 within those constraints on recommendations. 00:26:34.362 --> 00:26:37.652 But I'd also say, especially during this time, 00:26:37.652 --> 00:26:41.192 when we're all really challenged and stressed, 00:26:41.192 --> 00:26:45.792 give yourself some forgiveness and grace in this area. 00:26:45.792 --> 00:26:49.592 And I may not look so much at the screen time. 00:26:49.592 --> 00:26:51.612 I mean, you're talking about two to three hours a day, 00:26:51.612 --> 00:26:53.335 so it's not like excessive, 00:26:54.442 --> 00:26:56.962 but look at the quality of the screen time, 00:26:56.962 --> 00:27:00.862 what is the screen time bringing to your child? 00:27:00.862 --> 00:27:03.482 And how is your child engaging in that time? 00:27:03.482 --> 00:27:07.462 So it's there's a huge array of options, obviously, 00:27:07.462 --> 00:27:10.632 and from very passive experiences 00:27:10.632 --> 00:27:13.082 where the child you can just see them get glazed over. 00:27:13.082 --> 00:27:15.542 And also things that are not developmentally appropriate 00:27:15.542 --> 00:27:19.562 where you're just gonna be overstimulated or not learning. 00:27:19.562 --> 00:27:21.142 But if they're using time, 00:27:21.142 --> 00:27:22.792 screen time in a constructive way, 00:27:22.792 --> 00:27:24.572 so if it's a Zoom call with their teacher, 00:27:24.572 --> 00:27:28.282 and their teacher is having them sing or dance 00:27:28.282 --> 00:27:30.512 or do activities, 00:27:30.512 --> 00:27:32.932 and they're also getting some social interaction 00:27:32.932 --> 00:27:36.542 with their peers, that's very active screen time, 00:27:36.542 --> 00:27:40.622 or if they're learning particular skills on a program 00:27:40.622 --> 00:27:42.402 that's been designed by educators 00:27:42.402 --> 00:27:45.052 and has learning goals at the forefront. 00:27:45.052 --> 00:27:49.532 And it's really about active minds on learning, 00:27:49.532 --> 00:27:50.712 which you'll be able to see 00:27:50.712 --> 00:27:52.802 as you observe your child's learning the screen time, 00:27:52.802 --> 00:27:55.252 and that's those are healthy ways 00:27:55.252 --> 00:27:56.402 to be engaging in screen time. 00:27:56.402 --> 00:27:58.912 And I think, 00:27:58.912 --> 00:28:02.592 very good options for when you cannot be 00:28:02.592 --> 00:28:05.075 in front of your child 100% of the time, 00:28:06.222 --> 00:28:10.002 but it does sound like you are trying to curb the time 00:28:10.002 --> 00:28:12.705 and I'd say also extending, 00:28:14.222 --> 00:28:17.052 if your child's really interested in a certain app 00:28:17.052 --> 00:28:17.932 or something like that, 00:28:17.932 --> 00:28:20.722 maybe asking them to take it offline and draw 00:28:20.722 --> 00:28:23.132 and tell a story about that character 00:28:23.132 --> 00:28:23.965 or something like that. 00:28:23.965 --> 00:28:26.065 Renee I don't know if you want to jump in. 00:28:27.202 --> 00:28:29.005 - Yeah, I think, I would one thing. 00:28:30.072 --> 00:28:33.542 This may be something parents are already doing or aware of, 00:28:33.542 --> 00:28:37.532 but do try and have your kiddo be somewhat near you 00:28:37.532 --> 00:28:38.852 when they're on screen time. 00:28:38.852 --> 00:28:40.322 So give them some headphones. 00:28:40.322 --> 00:28:42.422 So it's not disruptive to what you're doing. 00:28:42.422 --> 00:28:45.152 But if it's possible, again, 00:28:45.152 --> 00:28:48.502 I recognize sometimes it's not possible and that's okay. 00:28:48.502 --> 00:28:49.922 But it is, that way, 00:28:49.922 --> 00:28:52.642 you can kind of keep an eye on just what they're what it is 00:28:52.642 --> 00:28:53.595 that they're doing. 00:28:54.822 --> 00:28:56.292 Especially in the case that you have a kiddo 00:28:56.292 --> 00:28:58.742 who maybe can switch screens or switch apps 00:28:58.742 --> 00:29:00.492 without you realizing it. 00:29:00.492 --> 00:29:03.222 And then yes, exactly. 00:29:03.222 --> 00:29:05.372 Like Caroline said, you always wanna have 00:29:05.372 --> 00:29:07.842 something ready for your kiddo to go 00:29:07.842 --> 00:29:09.712 if they want to transition off screens 00:29:09.712 --> 00:29:11.242 or you want to try and encourage them 00:29:11.242 --> 00:29:14.422 to transition off screen so having something out a puzzle 00:29:14.422 --> 00:29:17.722 that's about that is partway started, a Lego activity 00:29:17.722 --> 00:29:22.252 that's partway started, a paint like the paint's ready to go 00:29:22.252 --> 00:29:24.692 so they can just get going on it. 00:29:24.692 --> 00:29:25.842 That kind of thing. 00:29:25.842 --> 00:29:27.932 At least that way when they look up, 00:29:27.932 --> 00:29:30.902 there's something else that they can go to immediately 00:29:30.902 --> 00:29:33.265 and might be interesting to them. 00:29:34.962 --> 00:29:36.362 That's a tough one for sure. 00:29:37.712 --> 00:29:40.302 - So I think we have time for one more question. 00:29:40.302 --> 00:29:42.382 And Renee perhaps you could start with this one 00:29:42.382 --> 00:29:44.322 and Caroline if you have anything to add. 00:29:44.322 --> 00:29:47.322 Hilary asks, my five year old doesn't choose 00:29:47.322 --> 00:29:48.972 the choices I give her. 00:29:48.972 --> 00:29:50.852 She says no, and that she wants something else. 00:29:50.852 --> 00:29:53.642 Even if I tell her she can't have something else. 00:29:53.642 --> 00:29:56.125 Any inspiring ideas that you have there. 00:29:57.172 --> 00:30:00.742 - Right, so this might be a good time 00:30:00.742 --> 00:30:03.532 to ask your child ahead of time, 00:30:03.532 --> 00:30:07.252 what are some choices that you would like to have? 00:30:07.252 --> 00:30:10.552 So, without making the, without promising that 00:30:10.552 --> 00:30:12.842 she'll get to have them say, hey, 00:30:12.842 --> 00:30:15.152 I wanted some new ideas for choices 00:30:15.152 --> 00:30:17.505 that you might like to do or like to play with. 00:30:18.552 --> 00:30:21.672 That might help with just coming up with new ideas. 00:30:21.672 --> 00:30:24.122 The other thing to keep in mind and be aware of 00:30:24.122 --> 00:30:26.662 is it could be that she wants something else entirely 00:30:26.662 --> 00:30:28.122 like to spend time with you. 00:30:28.122 --> 00:30:30.502 And so that might require a little bit more 00:30:30.502 --> 00:30:32.772 of a conversation and just checking in 00:30:32.772 --> 00:30:34.632 maybe a few extra times during the day. 00:30:34.632 --> 00:30:37.752 So letting her know when you're gonna check in with her 00:30:37.752 --> 00:30:39.372 and making sure to honor that time, 00:30:39.372 --> 00:30:41.362 so she knows when it's coming. 00:30:41.362 --> 00:30:44.462 So you might say, these are your choices for now. 00:30:44.462 --> 00:30:46.952 I will be back in 15 minutes, 00:30:46.952 --> 00:30:49.662 and I wanna hear all about what you've been working on. 00:30:49.662 --> 00:30:51.892 Or then we can read a story. 00:30:51.892 --> 00:30:53.592 Or then we can watch a show together, 00:30:53.592 --> 00:30:55.512 whatever is something that she feels comfortable 00:30:55.512 --> 00:30:59.652 doing with you, could be more than that she wants that time. 00:30:59.652 --> 00:31:02.812 I have to say my preteen who's 11 right now 00:31:02.812 --> 00:31:04.822 has suddenly become really demanding 00:31:04.822 --> 00:31:06.152 about breakfast every day, 00:31:06.152 --> 00:31:08.382 which she's been making herself breakfast 00:31:08.382 --> 00:31:10.162 for a really long time and I really think 00:31:10.162 --> 00:31:12.042 it's her attach point for me, 00:31:12.042 --> 00:31:15.612 she wants to get up and she wants to be able to be near me 00:31:15.612 --> 00:31:16.642 while she's eating breakfast. 00:31:16.642 --> 00:31:19.012 So even our older kids, I think are looking for that. 00:31:19.012 --> 00:31:20.742 So keep that in mind, that may be something 00:31:20.742 --> 00:31:22.765 happening with your little one as well. 00:31:26.742 --> 00:31:29.112 - Any other advice, Caroline or. 00:31:29.112 --> 00:31:31.452 - No, I just had a quick thought of like, 00:31:31.452 --> 00:31:33.162 building on Renee's idea 00:31:33.162 --> 00:31:35.812 of having the child come up with a few choices, 00:31:35.812 --> 00:31:37.642 then maybe you put them all into a box, 00:31:37.642 --> 00:31:39.719 and then next time, you can pick one 00:31:39.719 --> 00:31:43.642 and maybe that element of surprise would add some intrigue 00:31:43.642 --> 00:31:45.162 to the option. 00:31:45.162 --> 00:31:47.302 - That's a great idea, that's a great idea. 00:31:47.302 --> 00:31:52.282 And similarly sometimes you can rotate like a bucket, 00:31:52.282 --> 00:31:55.302 a few toy choices in and out. 00:31:55.302 --> 00:31:56.772 So, today these are your toy choices. 00:31:56.772 --> 00:31:59.622 But tomorrow we'll have these toy choices. 00:31:59.622 --> 00:32:00.962 Kind of put the other ones away 00:32:00.962 --> 00:32:02.412 so she can't see them or access them. 00:32:02.412 --> 00:32:05.329 So she is constantly changing up 00:32:05.329 --> 00:32:07.779 and it looks a little bit different all the time. 00:32:08.982 --> 00:32:12.912 - Right, well, unfortunate that's about all the time we have 00:32:12.912 --> 00:32:14.002 for the questions. 00:32:14.002 --> 00:32:16.422 And so Caroline I wanna thank you and Renee 00:32:16.422 --> 00:32:18.272 for sharing your expertise with our audience. 00:32:18.272 --> 00:32:21.102 And as you can see, thank you the audience for submitting 00:32:21.102 --> 00:32:23.262 such great questions. 00:32:23.262 --> 00:32:25.172 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