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+{"segments": [{"id": 1, "seek": 3089, "start": 5.35, "end": 30.89, "text": "بسم الله الرحمن الرحيم اليوم ان شاء الله اللقاء لرقم 13 العنوان انحضار الخط المتعدد او multiple linear regression هنا كلمة multiple تعود ان في عندي اكتر من متغير مستقل بس ما زلت عندي متغير تابع وحيد", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 45595, 20498, 16472, 13412, 16606, 21984, 13672, 4587, 16606, 5296, 2288, 4587, 2304, 3705, 18863, 1863, 2407, 7649, 16472, 5016, 11242, 9640, 33962, 9566, 9673, 2655, 22488, 3215, 1975, 2407, 3866, 8213, 24590, 34105, 9122, 19528, 3660, 3866, 37279, 23328, 16472, 8978, 18871, 16254, 1975, 4117, 2655, 2288, 9154, 44650, 17082, 13546, 3714, 14851, 4587, 1211, 4724, 3794, 19446, 30767, 1211, 2655, 18871, 16254, 44650, 17082, 13546, 6055, 16758, 3615, 4032, 5016, 25708], "avg_logprob": -0.11954065905996115, "compression_ratio": 1.689119170984456, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 5.35, "end": 5.99, "word": "بسم", 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{"start": 6268.88, "end": 6269.02, "word": " يه", "probability": 0.4949951171875}, {"start": 6269.02, "end": 6269.46, "word": " جاهز", "probability": 0.9615885416666666}, {"start": 6269.46, "end": 6270.46, "word": " هي", "probability": 0.3037109375}, {"start": 6270.46, "end": 6270.76, "word": " قسم", "probability": 0.92333984375}, {"start": 6270.76, "end": 6271.14, "word": " واحد", "probability": 0.9931640625}, {"start": 6271.14, "end": 6274.26, "word": " في", "probability": 0.85107421875}, {"start": 6274.26, "end": 6274.44, "word": " هنا", "probability": 0.8681640625}, {"start": 6274.44, "end": 6274.82, "word": " old", "probability": 0.74169921875}, {"start": 6274.82, "end": 6275.06, "word": " and", "probability": 0.94970703125}, {"start": 6275.06, "end": 6275.28, "word": " new", "probability": 0.845703125}, {"start": 6275.28, "end": 6275.8, "word": " values", "probability": 0.86376953125}, {"start": 6275.8, "end": 6276.22, "word": " بضغط", "probability": 0.97265625}, {"start": 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"probability": 0.93701171875}, {"start": 6303.48, "end": 6303.7, "word": " الأول", "probability": 0.982666015625}, {"start": 6303.7, "end": 6303.98, "word": " خلّيه", "probability": 0.91826171875}, {"start": 6303.98, "end": 6304.22, "word": " رقم", "probability": 0.9900716145833334}, {"start": 6304.22, "end": 6304.68, "word": " واحد", "probability": 0.97509765625}, {"start": 6304.68, "end": 6305.24, "word": " في", "probability": 0.466796875}, {"start": 6305.24, "end": 6305.58, "word": " معدى", "probability": 0.533203125}, {"start": 6305.58, "end": 6306.02, "word": " ذلك", "probability": 0.994140625}, {"start": 6306.02, "end": 6307.52, "word": " باقي", "probability": 0.6429036458333334}, {"start": 6307.52, "end": 6308.04, "word": " الاقسام", "probability": 0.907958984375}, {"start": 6308.04, "end": 6308.76, "word": " هي", "probability": 0.284912109375}, {"start": 6308.76, "end": 6308.88, "word": " في", "probability": 0.93408203125}, {"start": 6308.88, "end": 6309.2, "word": " معدى", "probability": 0.9659830729166666}, {"start": 6309.2, "end": 6309.42, "word": " ذلك", "probability": 0.9921875}, {"start": 6309.42, "end": 6309.66, "word": " all", "probability": 0.62646484375}, {"start": 6309.66, "end": 6309.92, "word": " other", "probability": 0.90283203125}, {"start": 6309.92, "end": 6310.34, "word": " values", "probability": 0.9453125}], "temperature": 1.0}, {"id": 223, "seek": 634069, "start": 6312.31, "end": 6340.69, "text": "بختار all other values سوى كم؟ صفر هذه طريقة سهلة يعني لو كانوا مثلا خمس أقسام أحط للأول واحد وباقي zero لو بدأ أعملها واحدة واحدة إيش لازم أعمل؟ أبدأ اتنين تروح لصفر و تلاتة تروح لصفر كيف يعني؟ يعني أنا كنت هنا موجود هحكي اتنين تروح لصفر", "tokens": [3555, 46456, 9640, 439, 661, 4190, 8608, 2407, 7578, 9122, 2304, 22807, 20328, 5172, 2288, 29538, 23032, 16572, 28671, 8608, 3224, 37977, 37495, 22653, 45164, 25961, 14407, 50113, 15040, 16490, 2304, 3794, 5551, 4587, 3794, 10943, 5551, 5016, 9566, 24976, 10721, 12610, 36764, 24401, 46599, 995, 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"probability": 0.9913736979166666}, {"start": 6327.77, "end": 6329.45, "word": " أعمل؟", "probability": 0.9188232421875}, {"start": 6329.45, "end": 6329.95, "word": " أبدأ", "probability": 0.9226888020833334}, {"start": 6329.95, "end": 6330.49, "word": " اتنين", "probability": 0.8885498046875}, {"start": 6330.49, "end": 6331.25, "word": " تروح", "probability": 0.9684244791666666}, {"start": 6331.25, "end": 6331.81, "word": " لصفر", "probability": 0.95947265625}, {"start": 6331.81, "end": 6332.51, "word": " و", "probability": 0.57177734375}, {"start": 6332.51, "end": 6332.93, "word": " تلاتة", "probability": 0.8857421875}, {"start": 6332.93, "end": 6333.23, "word": " تروح", "probability": 0.994140625}, {"start": 6333.23, "end": 6333.73, "word": " لصفر", "probability": 0.974853515625}, {"start": 6333.73, "end": 6334.29, "word": " كيف", "probability": 0.726806640625}, {"start": 6334.29, "end": 6335.93, "word": " يعني؟", "probability": 0.9422200520833334}, {"start": 6335.93, "end": 6336.45, "word": " يعني", "probability": 0.989013671875}, {"start": 6336.45, "end": 6336.67, "word": " أنا", "probability": 0.70654296875}, {"start": 6336.67, "end": 6336.91, "word": " كنت", "probability": 0.95263671875}, {"start": 6336.91, "end": 6337.11, "word": " هنا", "probability": 0.98828125}, {"start": 6337.11, "end": 6337.57, "word": " موجود", "probability": 0.9812825520833334}, {"start": 6337.57, "end": 6338.39, "word": " هحكي", "probability": 0.8980712890625}, {"start": 6338.39, "end": 6339.11, "word": " اتنين", "probability": 0.9603271484375}, {"start": 6339.11, "end": 6340.21, "word": " تروح", "probability": 0.9915364583333334}, {"start": 6340.21, "end": 6340.69, "word": " لصفر", "probability": 0.9730224609375}], "temperature": 1.0}, {"id": 224, "seek": 637034, "start": 6341.64, "end": 6370.34, "text": "الثلاثة تذهب للصفر و ليست القصة الطويلة هذا ما فعلته الآن في خطوتين زيادة كان بإمكاني هذا ليس لازم أقول له لأ باقي القيم هي اللي عايزه مظبوط أعطاني else equals zero اللي هي باقي الأخصار مرتين أعمل cancel خلاص", "tokens": [6027, 12984, 1211, 5718, 104, 3660, 6055, 24192, 3555, 24976, 9381, 5172, 2288, 4032, 32239, 14851, 25062, 9381, 3660, 41950, 2407, 26895, 3660, 23758, 19446, 6156, 30241, 47395, 6024, 48506, 8978, 16490, 9566, 35473, 9957, 30767, 1829, 18513, 3660, 25961, 4724, 28814, 2304, 41361, 1829, 23758, 32239, 3794, 5296, 31377, 2304, 5551, 39648, 46740, 5296, 10721, 4724, 995, 38436, 25062, 32640, 39896, 13672, 1829, 6225, 47302, 11622, 3224, 3714, 19913, 3555, 2407, 9566, 5551, 3615, 9566, 7649, 1829, 1646, 6915, 4018, 13672, 1829, 39896, 4724, 995, 38436, 16247, 9778, 9381, 9640, 3714, 43500, 9957, 5551, 25957, 1211, 10373, 16490, 1211, 33546], "avg_logprob": -0.328124988897174, "compression_ratio": 1.6682242990654206, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 6341.64, "end": 6342.2, "word": "الثلاثة", "probability": 0.6700846354166666}, {"start": 6342.2, "end": 6342.44, "word": " تذهب", "probability": 0.8649088541666666}, 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"probability": 0.6544189453125}, {"start": 6357.48, "end": 6357.98, "word": " عايزه", "probability": 0.750030517578125}, {"start": 6357.98, "end": 6359.72, "word": " مظبوط", "probability": 0.820068359375}, {"start": 6359.72, "end": 6360.44, "word": " أعطاني", "probability": 0.8830078125}, {"start": 6360.44, "end": 6360.82, "word": " else", "probability": 0.8740234375}, {"start": 6360.82, "end": 6361.26, "word": " equals", "probability": 0.53173828125}, {"start": 6361.26, "end": 6361.64, "word": " zero", "probability": 0.5703125}, {"start": 6361.64, "end": 6362.78, "word": " اللي", "probability": 0.74951171875}, {"start": 6362.78, "end": 6363.04, "word": " هي", "probability": 0.89453125}, {"start": 6363.04, "end": 6363.68, "word": " باقي", "probability": 0.9650065104166666}, {"start": 6363.68, "end": 6364.62, "word": " الأخصار", "probability": 0.85986328125}, {"start": 6364.62, "end": 6368.64, "word": " مرتين", "probability": 0.9617513020833334}, {"start": 6368.64, "end": 6369.14, "word": " أعمل", "probability": 0.7478841145833334}, {"start": 6369.14, "end": 6369.64, "word": " cancel", "probability": 0.72021484375}, {"start": 6369.64, "end": 6370.34, "word": " خلاص", "probability": 0.9435221354166666}], "temperature": 1.0}, {"id": 225, "seek": 639902, "start": 6371.46, "end": 6399.02, "text": "وهي أمسح بس عند القسم واحد وقسم اتنين مرة تانية I transform record into different variables بدخل القسم و بسمي القسم واحد why change old and new", "tokens": [2407, 3224, 1829, 5551, 2304, 3794, 5016, 4724, 3794, 43242, 25062, 38251, 36764, 24401, 4032, 4587, 38251, 1975, 2655, 1863, 9957, 3714, 25720, 6055, 7649, 10632, 286, 4088, 2136, 666, 819, 9102, 47525, 9778, 1211, 25062, 38251, 4032, 4724, 38251, 1829, 25062, 38251, 36764, 24401, 983, 1319, 1331, 293, 777], "avg_logprob": -0.2513786741331512, "compression_ratio": 1.3333333333333333, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 6371.46, "end": 6372.1, "word": "وهي", "probability": 0.4218953450520833}, 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الaccuracy", "probability": 0.6046600341796875}, {"start": 7419.72, "end": 7420.62, "word": " statistics", "probability": 0.89599609375}, {"start": 7420.62, "end": 7422.14, "word": " في", "probability": 0.74462890625}, {"start": 7422.14, "end": 7422.8, "word": " اختبار", "probability": 0.908447265625}, {"start": 7422.8, "end": 7425.32, "word": " اختصاره", "probability": 0.961328125}, {"start": 7425.32, "end": 7426.72, "word": " العمود", "probability": 0.8971354166666666}, {"start": 7426.72, "end": 7427.04, "word": " الأخير", "probability": 0.8248697916666666}, {"start": 7427.04, "end": 7427.46, "word": " خالص،", "probability": 0.906005859375}, {"start": 7427.46, "end": 7427.64, "word": " آخر", "probability": 0.7459716796875}, {"start": 7427.64, "end": 7428.0, "word": " عمود", "probability": 0.9812825520833334}], "temperature": 1.0}, {"id": 262, "seek": 745392, "start": 7430.38, "end": 7453.92, "text": "VIF VIF هذه اختصار Variance Inflation Factor اللي هو معامل تضخم التباين اللي احنا 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