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range اللي ممكن تخدمني ال intervals ممكن اشتغل لانه في الآخر بدي أصبح ال representation لكل رقم بال interval اللي موجودة عندها تعالوا نشوف", "tokens": [1211, 19452, 8978, 3714, 2407, 11242, 45367, 2423, 39184, 15624, 304, 4056, 392, 3714, 43020, 1975, 8315, 1975, 8592, 2655, 17082, 1211, 1975, 15730, 1975, 8315, 6156, 995, 16095, 2423, 7285, 4032, 2423, 6674, 6055, 3555, 3615, 11536, 1829, 12174, 3215, 33599, 4724, 28543, 2288, 1975, 25957, 1211, 44713, 9778, 3215, 10943, 4032, 6225, 9640, 5172, 1975, 1829, 8592, 2423, 3613, 13672, 1829, 3714, 43020, 6055, 9778, 40448, 22653, 2423, 26651, 3714, 43020, 1975, 8592, 2655, 17082, 1211, 5296, 7649, 3224, 8978, 6024, 95, 34740, 4724, 16254, 5551, 9381, 49628, 2423, 10290, 5296, 28820, 12602, 4587, 2304, 20666, 15035, 13672, 1829, 3714, 29245, 23328, 3660, 43242, 11296, 37279, 6027, 14407, 8717, 8592, 38688], "avg_logprob": -0.19462719664239048, "compression_ratio": 1.6613545816733069, "no_speech_prob": 1.7881393432617188e-07, "words": 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زائد اربعة .. اربعة زائد تمانية زائد تسعة زائد خمستاشع على اربعة واروح استبدلهم قلعت تسعة بتالي المجموعة الاولى كل element فيها بده يصير تسعة كل element فيها بده يصير تسعة المجموعة التانية المتوسطة الحسابة تبعها كانت تلاتة وعشرين ومن ثم ال ..", "tokens": [10721, 2407, 2423, 39184, 3982, 952, 34051, 2423, 39184, 39352, 4386, 2423, 4386, 6225, 5172, 14407, 25062, 32640, 2423, 13180, 45164, 41850, 47525, 10721, 1975, 34268, 2304, 3215, 15844, 2423, 21701, 8032, 11242, 9566, 2288, 1975, 7435, 2304, 3615, 46811, 7649, 10632, 30767, 16373, 3215, 1975, 25513, 27884, 4386, 1975, 25513, 27884, 30767, 16373, 3215, 46811, 7649, 10632, 30767, 16373, 3215, 6055, 3794, 27884, 30767, 16373, 3215, 16490, 2304, 14851, 33599, 3615, 15844, 1975, 25513, 27884, 4032, 9640, 2407, 5016, 44713, 44510, 1211, 16095, 12174, 1211, 34268, 6055, 3794, 27884, 39894, 6027, 1829, 9673, 7435, 2304, 2407, 27884, 42963, 12610, 7578, 28242, 4478, 8978, 11296, 47525, 3224, 7251, 9381, 13546, 6055, 3794, 27884, 28242, 4478, 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signature تبعتها مختلفة شو يعني ال signature؟ اما ال return value او ال parameter متفقين طيب يعني شو يعني overloading attribute؟ انه ال attribute هذا ظهر بشكل مختلف مع انه ال values تبعت ايش؟", "tokens": [3555, 6027, 39184, 2657, 21841, 13412, 2407, 37495, 22653, 28777, 278, 22807, 28777, 278, 3170, 16472, 3224, 8978, 43242, 7578, 3170, 39894, 35571, 1211, 8717, 36178, 2423, 32277, 2304, 44381, 2423, 13397, 6055, 3555, 34268, 11296, 3714, 46456, 46538, 3660, 13412, 2407, 37495, 22653, 2423, 13397, 22807, 1975, 15042, 2423, 2736, 2158, 1975, 2407, 2423, 13075, 44650, 5172, 4587, 9957, 23032, 1829, 3555, 37495, 22653, 13412, 2407, 37495, 22653, 28777, 278, 19667, 22807, 16472, 3224, 2423, 19667, 23758, 1357, 116, 3224, 2288, 4724, 8592, 28820, 3714, 46456, 46538, 20449, 16472, 3224, 2423, 4190, 6055, 3555, 34268, 1975, 1829, 8592, 22807], "avg_logprob": -0.18007426273704755, "compression_ratio": 1.774468085106383, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1416.06, 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ال redundant features أو في تكرار ال attributes اللي موجودة عندي وبرضه الشغل هيكون manual ممكن اكتب code عشان يعمل integration لو انت طبقت عملت ال inner join بين ال two tables هدول ايش اللي بصير؟", "tokens": [6027, 39184, 2158, 6596, 34051, 2423, 39184, 36891, 13672, 1829, 3714, 43020, 6055, 9381, 13546, 18871, 16254, 30767, 1829, 19446, 20328, 9640, 20449, 995, 25528, 8978, 2423, 32277, 2304, 34051, 20328, 9640, 20449, 995, 25528, 8978, 2423, 3205, 4032, 41185, 6024, 95, 34740, 8978, 2423, 40997, 4122, 34051, 8978, 6055, 37983, 9640, 2423, 17212, 13672, 1829, 3714, 29245, 23328, 3660, 18871, 16254, 4032, 26890, 11242, 3224, 25124, 17082, 1211, 39896, 30544, 9688, 3714, 43020, 1975, 4117, 2655, 3555, 3089, 6225, 8592, 7649, 7251, 25957, 1211, 10980, 45164, 16472, 2655, 23032, 3555, 38149, 6225, 42213, 2655, 2423, 7284, 3917, 49374, 2423, 732, 8020, 8032, 3215, 12610, 1975, 1829, 8592, 13672, 1829, 4724, 9381, 13546, 22807], "avg_logprob": -0.16630434860353885, "compression_ratio": 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التفاصيل هذه بهمني أنا؟ طب ما هي ال redundant value أو عفوا القيم الكتيرة المختلفة هذه؟", "tokens": [10721, 8315, 6024, 48506, 18863, 1863, 2407, 7649, 13672, 1829, 3714, 29245, 23328, 18871, 16254, 3714, 4117, 2655, 37746, 5296, 5016, 6027, 3660, 3714, 14851, 2407, 7578, 25124, 9640, 3615, 32771, 11622, 3660, 34892, 2304, 6027, 13412, 9640, 3615, 6225, 29973, 2407, 44945, 6225, 44510, 6027, 3615, 11622, 1829, 11622, 23758, 4724, 3794, 6225, 8592, 7649, 7251, 10859, 1863, 8848, 6808, 37983, 16490, 1211, 6027, 45595, 20498, 9957, 9673, 46958, 1829, 9307, 8978, 33962, 3555, 9640, 23032, 3555, 3615, 995, 22807, 6024, 48506, 23032, 3555, 8032, 1211, 16712, 5172, 33546, 26895, 29538, 4724, 16095, 22653, 41850, 22807, 23032, 3555, 19446, 39896, 2423, 40997, 2158, 34051, 6225, 5172, 14407, 25062, 32640, 33251, 2655, 48923, 9673, 46456, 46538, 3660, 29538, 22807], "avg_logprob": -0.17408854514360428, "compression_ratio": 1.7312252964426877, "no_speech_prob": 5.960464477539063e-08, "words": 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"word": " في", "probability": 0.94775390625}, {"start": 2806.15, "end": 2806.65, "word": " الخبار", "probability": 0.6507975260416666}, {"start": 2806.65, "end": 2808.53, "word": " طبعا؟", "probability": 0.7947265625}, {"start": 2808.53, "end": 2810.61, "word": " الآن", "probability": 0.710693359375}, {"start": 2810.61, "end": 2811.87, "word": " طب", "probability": 0.733642578125}, {"start": 2811.87, "end": 2812.07, "word": " هل", "probability": 0.9423828125}, {"start": 2812.07, "end": 2812.61, "word": " التفاصيل", "probability": 0.9815673828125}, {"start": 2812.61, "end": 2812.83, "word": " هذه", "probability": 0.47265625}, {"start": 2812.83, "end": 2813.27, "word": " بهمني", "probability": 0.873046875}, {"start": 2813.27, "end": 2814.17, "word": " أنا؟", "probability": 0.83935546875}, {"start": 2814.17, "end": 2814.35, "word": " طب", "probability": 0.91796875}, {"start": 2814.35, "end": 2814.43, "word": " ما", "probability": 0.9521484375}, {"start": 2814.43, "end": 2814.63, "word": " هي", "probability": 0.69384765625}, {"start": 2814.63, "end": 2814.77, "word": " ال", "probability": 0.74462890625}, {"start": 2814.77, "end": 2815.15, "word": " redundant", "probability": 0.6064453125}, {"start": 2815.15, "end": 2815.79, "word": " value", "probability": 0.97705078125}, {"start": 2815.79, "end": 2816.03, "word": " أو", "probability": 0.740234375}, {"start": 2816.03, "end": 2816.31, "word": " عفوا", "probability": 0.9275716145833334}, {"start": 2816.31, "end": 2816.95, "word": " القيم", "probability": 0.913330078125}, {"start": 2816.95, "end": 2817.43, "word": " الكتيرة", "probability": 0.7369791666666666}, {"start": 2817.43, "end": 2818.03, "word": " المختلفة", "probability": 0.99267578125}, {"start": 2818.03, "end": 2818.55, "word": " هذه؟", "probability": 0.943115234375}], "temperature": 1.0}, {"id": 105, "seek": 283966, "start": 2819.76, "end": 2839.66, "text": "برضه بتصعب موضوع ال decision تبعتي طبما هي الرمال كلها منطقة واحدة فانا بدي استغني عن ال street واصير اتكلم على ال neighborhood وحتى ال neighborhood مش فارج كبير رمال وشجعية مش فارج كتير تمام فانا هضطر", "tokens": [3555, 43042, 3224, 39894, 9381, 3615, 3555, 3714, 2407, 11242, 45367, 2423, 3537, 6055, 3555, 3615, 31371, 23032, 3555, 15042, 39896, 34892, 2304, 6027, 28242, 11296, 9154, 9566, 28671, 36764, 24401, 3660, 6156, 7649, 995, 4724, 16254, 44713, 17082, 22653, 18871, 2423, 4838, 4032, 33546, 13546, 1975, 2655, 4117, 19528, 15844, 2423, 7630, 4032, 33753, 7578, 2423, 7630, 37893, 6156, 9640, 7435, 9122, 3555, 13546, 12602, 2304, 6027, 4032, 8592, 7435, 3615, 10632, 37893, 6156, 9640, 7435, 9122, 2655, 13546, 46811, 10943, 6156, 7649, 995, 8032, 11242, 9566, 2288], "avg_logprob": -0.1728298622700903, "compression_ratio": 1.6734693877551021, "no_speech_prob": 4.410743713378906e-06, "words": [{"start": 2819.76, "end": 2820.18, "word": "برضه", "probability": 0.7249348958333334}, {"start": 2820.18, "end": 2820.7, "word": " بتصعب", "probability": 0.90234375}, {"start": 2820.7, "end": 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2864.64, "text": "لاحظ انه لما انا بتكلم على transformation يا جماعة الخير لاحظوا يا جماعة الخير انه لما انا بأعمل transformation بحول ال value من street ل neighborhood او ل city فقدت معلوماتش ايه؟ لأ هي نفس المعلومات نفس ال representation بس انا مش بحاجة ل two details هاي هذا برضه بنسميه transformation", "tokens": [15040, 5016, 19913, 16472, 3224, 5296, 15042, 1975, 8315, 39894, 4117, 19528, 15844, 9887, 35186, 10874, 15042, 27884, 33962, 13546, 5296, 39319, 19913, 14407, 35186, 10874, 15042, 27884, 33962, 13546, 16472, 3224, 5296, 15042, 1975, 8315, 4724, 10721, 25957, 1211, 9887, 4724, 5016, 12610, 2423, 2158, 9154, 4838, 5296, 7630, 1975, 2407, 5296, 2307, 6156, 28543, 2655, 20449, 1211, 20498, 9307, 8592, 1975, 1829, 3224, 22807, 5296, 10721, 39896, 8717, 36178, 9673, 30241, 20498, 9307, 8717, 36178, 2423, 10290, 4724, 3794, 1975, 8315, 37893, 4724, 5016, 26108, 3660, 5296, 732, 4365, 8032, 47302, 23758, 4724, 43042, 3224, 44945, 38251, 1829, 3224, 9887], "avg_logprob": 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احنا بدنا يهان هو مش بعيد عنه هو عبارة عن كان هدفه نقل ال data analysis تبعتي ال initial data analysis الى other stage بتمنع التكرار، مصبوط؟", "tokens": [41185, 8149, 36764, 24401, 1975, 1829, 8592, 25961, 2423, 3224, 3215, 5172, 9154, 3224, 16472, 3224, 8717, 4587, 1211, 13412, 45865, 3224, 4724, 3794, 6225, 8592, 7649, 1975, 7435, 1829, 3555, 5296, 4117, 1829, 16758, 37279, 16572, 41185, 4032, 9566, 16758, 4587, 2423, 28820, 10943, 13672, 1829, 1975, 5016, 8315, 47525, 8315, 7251, 3224, 7649, 31439, 37893, 45030, 25708, 18871, 3224, 31439, 6225, 3555, 9640, 3660, 18871, 25961, 8032, 3215, 5172, 3224, 8717, 4587, 1211, 2423, 1412, 5215, 6055, 3555, 3615, 31371, 2423, 5883, 1412, 5215, 2423, 7578, 661, 3233, 39894, 27842, 3615, 16712, 37983, 9640, 12399, 3714, 9381, 3555, 2407, 9566, 22807], "avg_logprob": -0.15534855181781146, "compression_ratio": 1.65625, "no_speech_prob": 2.1457672119140625e-06, "words": [{"start": 2986.6, "end": 2986.76, "word": "في", "probability": 0.48486328125}, 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transformation اللي صار هذا هو نفسه او ال normalization هو عبارة عن جزء من ال transformation جزء من التحول هل التحول كله مش ضروري هالكلام اللي احنا بيقوله فبالتالي مافيش تعرضات ما بين التانين يا أحمد", "tokens": [3555, 3794, 20193, 5016, 19913, 8978, 16247, 12610, 25961, 2655, 1254, 25961, 2655, 6225, 3555, 9640, 3660, 18871, 2167, 13977, 4032, 41185, 2423, 1254, 16712, 7649, 1829, 8978, 2423, 1150, 2710, 1254, 1975, 11242, 9566, 43500, 1975, 25957, 1211, 24808, 278, 5296, 10721, 4117, 2655, 2288, 9154, 13977, 6225, 8592, 7649, 1975, 25957, 1211, 49374, 16095, 33599, 5551, 11242, 27842, 6225, 40448, 1975, 2655, 37983, 9640, 49429, 5296, 10721, 37893, 23758, 13672, 1829, 20328, 9640, 2423, 9887, 13672, 1829, 20328, 9640, 23758, 31439, 8717, 36178, 3224, 1975, 2407, 2423, 2710, 2144, 31439, 6225, 3555, 9640, 3660, 18871, 10874, 11622, 38207, 9154, 2423, 9887, 10874, 11622, 38207, 9154, 16712, 5016, 12610, 8032, 1211, 16712, 5016, 12610, 28242, 3224, 37893, 48812, 2288, 13063, 1829, 8032, 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