{"segments": [{"id": 1, "seek": 4339, "start": 20.65, "end": 43.39, "text": "بسم الله الرحمن الرحيم، today ان شاء الله we continue with chapter 9 at the last lecture we talked about hypothesis testing and we said that there's two cases when I will deal with the hypothesis tests there's two cases, the first one we said and it depends on the existence of sigma which is the", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 12399, 965, 16472, 13412, 16606, 21984, 321, 2354, 365, 7187, 1722, 412, 264, 1036, 7991, 321, 2825, 466, 17291, 4997, 293, 321, 848, 300, 456, 311, 732, 3331, 562, 286, 486, 2028, 365, 264, 17291, 6921, 456, 311, 732, 3331, 11, 264, 700, 472, 321, 848, 293, 309, 5946, 322, 264, 9123, 295, 12771, 597, 307, 264], "avg_logprob": -0.22259794464751856, "compression_ratio": 1.5476190476190477, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 20.65, "end": 21.13, "word": "بسم", "probability": 0.893798828125}, {"start": 21.13, "end": 21.29, 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يعني بقولك بال situation لما بتكون اللي هو ال sigma معروفة فأكيد اللي هو ال mu معروفة ليش؟ لأنه ال sigma لما أجي أحسب ال sigma في القانون تبع حساب ال sigma إيش موجود؟ ال mu", "tokens": [41185, 2423, 1606, 6851, 20666, 10721, 17082, 46152, 39894, 30544, 2423, 12771, 37893, 20449, 32887, 5172, 3660, 1392, 2423, 39182, 4724, 5016, 4117, 1829, 23275, 498, 456, 307, 257, 2590, 689, 12771, 307, 2570, 550, 2992, 307, 611, 2570, 1670, 281, 8873, 12771, 291, 643, 281, 458, 257, 2992, 37495, 22653, 4724, 39648, 4117, 20666, 2590, 5296, 15042, 39894, 30544, 13672, 1829, 31439, 2423, 12771, 20449, 32887, 5172, 3660, 6156, 10721, 4117, 25708, 13672, 1829, 31439, 2423, 2992, 20449, 32887, 5172, 3660, 32239, 8592, 22807, 5296, 33456, 3224, 2423, 12771, 5296, 15042, 5551, 7435, 1829, 5551, 5016, 35457, 2423, 12771, 8978, 25062, 7649, 11536, 6055, 3555, 3615, 11331, 3794, 16758, 2423, 12771, 11933, 1829, 8592, 3714, 29245, 23328, 22807, 2423, 2992], "avg_logprob": -0.1338370955381237, 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{"id": 11, "seek": 25985, "start": 255.81, "end": 259.85, "text": "تجارب تجارب تجارب تجارب تجارب تجارب تجارب", "tokens": [2655, 7435, 9640, 3555, 6055, 7435, 9640, 3555, 6055, 7435, 9640, 3555, 6055, 7435, 9640, 3555, 6055, 7435, 9640, 3555, 6055, 7435, 9640, 3555, 6055, 7435, 9640, 3555], "avg_logprob": -0.5608835960256642, "compression_ratio": 3.3043478260869565, "no_speech_prob": 0.0, "words": [{"start": 255.80999999999997, "end": 256.33, "word": "تجارب", "probability": 0.568603515625}, {"start": 256.33, "end": 256.57, "word": " تجارب", "probability": 0.6710052490234375}, {"start": 256.57, "end": 258.11, "word": " تجارب", "probability": 0.744659423828125}, {"start": 258.11, "end": 258.27, "word": " تجارب", "probability": 0.774871826171875}, {"start": 258.27, "end": 258.29, "word": " تجارب", "probability": 0.8001708984375}, {"start": 258.29, "end": 258.55, "word": " تجارب", "probability": 0.8648681640625}, {"start": 258.55, "end": 259.85, "word": " تجارب", "probability": 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"temperature": 1.0}, {"id": 30, "seek": 68721, "start": 679.73, "end": 687.21, "text": "الان هتطلعنا ال information اللي لازمة من المثلة، ماشيين؟ ببدأ أكمل؟ أكمل أنا", "tokens": [6027, 7649, 8032, 2655, 9566, 1211, 3615, 8315, 2423, 1589, 13672, 1829, 5296, 31377, 46007, 9154, 9673, 12984, 37977, 12399, 3714, 33599, 1829, 9957, 22807, 4724, 44510, 10721, 5551, 24793, 1211, 22807, 5551, 24793, 1211, 41850], "avg_logprob": -0.3395270366926451, "compression_ratio": 1.2242990654205608, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 679.73, "end": 680.69, "word": "الان", "probability": 0.3394775390625}, {"start": 680.69, "end": 681.33, "word": " هتطلعنا", "probability": 0.8487955729166666}, {"start": 681.33, "end": 681.59, "word": " ال", "probability": 0.52978515625}, {"start": 681.59, "end": 682.11, "word": " information", "probability": 0.94287109375}, {"start": 682.11, "end": 682.49, "word": " اللي", "probability": 0.75927734375}, {"start": 682.49, "end": 683.01, "word": " لازمة", "probability": 0.9762369791666666}, {"start": 683.01, "end": 683.25, "word": " من", "probability": 0.88720703125}, {"start": 683.25, "end": 683.67, "word": " المثلة،", "probability": 0.482574462890625}, {"start": 683.67, "end": 685.47, "word": " ماشيين؟", "probability": 0.8017578125}, {"start": 685.47, "end": 685.95, "word": " ببدأ", "probability": 0.7845865885416666}, {"start": 685.95, "end": 686.61, "word": " أكمل؟", "probability": 0.8057861328125}, {"start": 686.61, "end": 687.03, "word": " أكمل", "probability": 0.90771484375}, {"start": 687.03, "end": 687.21, "word": " أنا", "probability": 0.765625}], "temperature": 1.0}, {"id": 31, "seek": 71662, "start": 688.52, "end": 716.62, "text": "بما أن كتبنا إحنا اللي هي non hypothesis و اللي هو ال alternative hypothesis اللي هو إن ال mu equal 168 و إن ال alternative hypothesis إن ال mu not equal 168 أول شغل بنطلع فيها بالسؤال زي ما كنا ماخدينه قبل بنشوف إذا ال sigma non ولا unknown طبعا عندك السؤال إحنا كتبنا كل المعطيات معطيني ال 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"word": " unknown", "probability": 0.80224609375}, {"start": 707.06, "end": 707.64, "word": " طبعا", "probability": 0.93994140625}, {"start": 707.64, "end": 707.92, "word": " عندك", "probability": 0.589111328125}, {"start": 707.92, "end": 708.32, "word": " السؤال", "probability": 0.9586588541666666}, {"start": 708.32, "end": 708.5, "word": " إحنا", "probability": 0.8234049479166666}, {"start": 708.5, "end": 708.78, "word": " كتبنا", "probability": 0.99267578125}, {"start": 708.78, "end": 708.98, "word": " كل", "probability": 0.9892578125}, {"start": 708.98, "end": 709.64, "word": " المعطيات", "probability": 0.9341796875}, {"start": 709.64, "end": 710.48, "word": " معطيني", "probability": 0.684326171875}, {"start": 710.48, "end": 710.58, "word": " ال", "probability": 0.52099609375}, {"start": 710.58, "end": 710.8, "word": " sample", "probability": 0.75634765625}, {"start": 710.8, "end": 711.18, "word": " standard", "probability": 0.919921875}, {"start": 711.18, "end": 711.6, "word": " 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T test", "tokens": [6027, 12771, 307, 9841, 370, 321, 486, 764, 4386, 11933, 1829, 8592, 8032, 1863, 14851, 9778, 40448, 286, 1500, 4386, 314, 1500], "avg_logprob": -0.3763586930606676, "compression_ratio": 0.9397590361445783, "no_speech_prob": 0.0, "words": [{"start": 716.97, "end": 717.27, "word": "ال", "probability": 0.97509765625}, {"start": 717.27, "end": 717.79, "word": " sigma", "probability": 0.488037109375}, {"start": 717.79, "end": 718.77, "word": " is", "probability": 0.9609375}, {"start": 718.77, "end": 719.33, "word": " unknown", "probability": 0.93212890625}, {"start": 719.33, "end": 722.83, "word": " so", "probability": 0.5048828125}, {"start": 722.83, "end": 723.91, "word": " we", "probability": 0.93603515625}, {"start": 723.91, "end": 724.19, "word": " will", "probability": 0.9287109375}, {"start": 724.19, "end": 725.07, "word": " use", "probability": 0.89794921875}, {"start": 725.07, "end": 725.07, "word": " ..", "probability": 0.52587890625}, {"start": 725.07, "end": 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this case we are testing ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو ميو", "tokens": [271, 2212, 2031, 2159, 3175, 2992, 670, 262, 670, 3732, 5593, 295, 297, 23032, 1211, 34268, 1829, 2423, 29588, 472, 935, 1451, 2309, 2423, 7649, 39894, 10943, 43242, 11296, 23032, 1211, 3615, 5296, 4924, 2158, 1975, 2407, 4190, 294, 341, 1389, 321, 366, 4997, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407, 3714, 1829, 2407], "avg_logprob": -0.3712121212121212, "compression_ratio": 2.032051282051282, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 816.19, "end": 816.47, "word": "is", "probability": 0.2470703125}, {"start": 816.47, "end": 816.81, "word": " given", "probability": 0.869140625}, {"start": 816.81, "end": 817.71, "word": " x", "probability": 0.56396484375}, {"start": 817.71, "end": 818.05, "word": " bar", "probability": 0.5322265625}, {"start": 818.05, "end": 818.49, "word": " minus", "probability": 0.7353515625}, {"start": 818.49, "end": 818.79, "word": " mu", "probability": 0.408935546875}, {"start": 818.79, "end": 819.05, "word": " over", "probability": 0.8291015625}, {"start": 819.05, "end": 819.37, "word": " s", "probability": 0.57421875}, {"start": 819.37, "end": 819.61, "word": " over", "probability": 0.84375}, {"start": 819.61, "end": 819.91, "word": " square", "probability": 0.73095703125}, {"start": 819.91, "end": 820.07, "word": " root", "probability": 0.89697265625}, {"start": 820.07, "end": 820.15, "word": " of", "probability": 0.81640625}, {"start": 820.15, "end": 820.31, "word": " n", "probability": 0.75537109375}, {"start": 820.31, "end": 821.23, "word": " طلعتي", "probability": 0.7432861328125}, {"start": 821.23, "end": 821.31, "word": " ال", "probability": 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{"start": 826.09, "end": 826.39, "word": " او", "probability": 0.855712890625}, {"start": 826.39, "end": 826.93, "word": " values", "probability": 0.9150390625}, {"start": 826.93, "end": 827.73, "word": " in", "probability": 0.8662109375}, {"start": 827.73, "end": 827.95, "word": " this", "probability": 0.95751953125}, {"start": 827.95, "end": 828.23, "word": " case", "probability": 0.93701171875}, {"start": 828.23, "end": 828.35, "word": " we", "probability": 0.75341796875}, {"start": 828.35, "end": 828.47, "word": " are", "probability": 0.93994140625}, {"start": 828.47, "end": 828.81, "word": " testing", "probability": 0.783203125}, {"start": 828.81, "end": 829.07, "word": " ميو", "probability": 0.4819742838541667}, {"start": 829.07, "end": 829.11, "word": " ميو", "probability": 0.4698689778645833}, {"start": 829.11, "end": 829.27, "word": " ميو", "probability": 0.4864501953125}, {"start": 829.27, "end": 829.33, "word": " ميو", "probability": 0.6040852864583334}, {"start": 829.33, "end": 829.43, "word": " ميو", "probability": 0.7939453125}, {"start": 829.43, "end": 829.69, "word": " ميو", "probability": 0.8338216145833334}, {"start": 829.69, "end": 829.81, "word": " ميو", "probability": 0.8390299479166666}, {"start": 829.81, "end": 829.99, "word": " ميو", "probability": 0.8430989583333334}, {"start": 829.99, "end": 829.99, "word": " ميو", "probability": 0.8551432291666666}, {"start": 829.99, "end": 830.43, "word": " ميو", "probability": 0.8743489583333334}, {"start": 830.43, "end": 830.45, "word": " ميو", "probability": 0.8981119791666666}, {"start": 830.45, "end": 830.47, "word": " ميو", "probability": 0.9246419270833334}, {"start": 830.47, "end": 830.47, "word": " ميو", "probability": 0.9436848958333334}, {"start": 830.47, "end": 830.47, "word": " ميو", "probability": 0.9583333333333334}, {"start": 830.47, "end": 830.47, "word": " ميو", "probability": 0.966796875}, {"start": 830.47, "end": 830.47, "word": " ميو", "probability": 0.9729817708333334}, {"start": 830.47, "end": 834.49, "word": " ميو", "probability": 0.9768880208333334}, {"start": 834.49, "end": 840.37, "word": " ميو", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 38, "seek": 86911, "start": 841.23, "end": 869.11, "text": "بدل ال Z table اللي أخدناها في الأول نطلعها من ال T table و ال T table موجود عندنا موجود عندك في الكتاب في page 282 بس نكمل .. افتح الكتاب .. ارسم الاشياء و قبل ما نحكي احنا ال D أفتح .. افتح الكتاب قريتلكوا يفتح على صفحة 282 اللي فيها ال T table", "tokens": [3555, 3215, 1211, 2423, 1176, 3199, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 8978, 16247, 12610, 8717, 9566, 1211, 3615, 11296, 9154, 2423, 314, 3199, 4032, 2423, 314, 3199, 3714, 29245, 23328, 43242, 8315, 3714, 29245, 23328, 43242, 4117, 8978, 33251, 2655, 16758, 8978, 3028, 7562, 17, 4724, 3794, 8717, 24793, 1211, 4386, 1975, 5172, 2655, 5016, 33251, 2655, 16758, 4386, 1975, 2288, 38251, 2423, 33599, 1829, 16606, 4032, 12174, 36150, 19446, 8717, 5016, 4117, 1829, 1975, 5016, 8315, 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"probability": 0.984130859375}, {"start": 847.93, "end": 848.03, "word": " في", "probability": 0.95263671875}, {"start": 848.03, "end": 848.49, "word": " الكتاب", "probability": 0.9723307291666666}, {"start": 848.49, "end": 848.83, "word": " في", "probability": 0.73291015625}, {"start": 848.83, "end": 849.17, "word": " page", "probability": 0.8896484375}, {"start": 849.17, "end": 850.57, "word": " 282", "probability": 0.938720703125}, {"start": 850.57, "end": 850.97, "word": " بس", "probability": 0.89990234375}, {"start": 850.97, "end": 851.43, "word": " نكمل", "probability": 0.92578125}, {"start": 851.43, "end": 851.87, "word": " ..", "probability": 0.1353759765625}, {"start": 851.87, "end": 852.21, "word": " افتح", "probability": 0.73028564453125}, {"start": 852.21, "end": 852.51, "word": " الكتاب", "probability": 0.5635579427083334}, {"start": 852.51, "end": 852.53, "word": " ..", "probability": 0.33251953125}, {"start": 852.53, "end": 852.89, "word": " ارسم", "probability": 0.8792317708333334}, {"start": 852.89, "end": 853.39, "word": " الاشياء", "probability": 0.790771484375}, {"start": 853.39, "end": 853.51, "word": " و", "probability": 0.91845703125}, {"start": 853.51, "end": 853.67, "word": " قبل", "probability": 0.9501953125}, {"start": 853.67, "end": 853.79, "word": " ما", "probability": 0.92578125}, {"start": 853.79, "end": 854.11, "word": " نحكي", "probability": 0.9951171875}, {"start": 854.11, "end": 854.29, "word": " احنا", "probability": 0.87353515625}, {"start": 854.29, "end": 854.43, "word": " ال", "probability": 0.93212890625}, {"start": 854.43, "end": 854.55, "word": " D", "probability": 0.70361328125}, {"start": 854.55, "end": 854.99, "word": " أفتح", "probability": 0.59954833984375}, {"start": 854.99, "end": 855.19, "word": " ..", "probability": 0.29541015625}, {"start": 855.19, "end": 855.47, "word": " افتح", "probability": 0.7279052734375}, {"start": 855.47, "end": 855.73, "word": " الكتاب", "probability": 0.720458984375}, {"start": 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4724, 3794, 4724, 3794, 11331, 1211, 2407, 9957, 3714, 3555, 3224, 2288, 9957, 23032, 12610, 22807, 5551, 3224], "avg_logprob": -0.7118055732161911, "compression_ratio": 1.0806451612903225, "no_speech_prob": 0.0, "words": [{"start": 871.49, "end": 871.91, "word": "أرسل", "probability": 0.586822509765625}, {"start": 871.91, "end": 872.91, "word": " رسمة؟", "probability": 0.5860595703125}, {"start": 872.91, "end": 882.73, "word": " بس", "probability": 0.490478515625}, {"start": 882.73, "end": 882.93, "word": " بس", "probability": 0.5306396484375}, {"start": 882.93, "end": 883.35, "word": " حلوين", "probability": 0.703338623046875}, {"start": 883.35, "end": 884.95, "word": " مبهرين", "probability": 0.4052734375}, {"start": 884.95, "end": 885.39, "word": " طول؟", "probability": 0.6736653645833334}, {"start": 885.39, "end": 885.55, "word": " أه", "probability": 0.789794921875}], "temperature": 1.0}, {"id": 40, "seek": 92320, "start": 894.02, "end": 923.2, "text": "زميلتي هتبين كيف نستخدم ال table من شهلتان أصغر حكينا إنه ال alternative hypothesis بما إنه not equal فاندي two تالتات الرسم هيك هتكون واحد اللي هو في ال right side و ال left side وهنا حكينا إيش هدول ال critical values اللي إحنا هنجيبهم هدول المناطق التنتين إيش حكوناه rejection region و هذه المنطقة non rejection region", "tokens": [11622, 2304, 26895, 31371, 8032, 2655, 3555, 9957, 9122, 33911, 8717, 14851, 9778, 40448, 2423, 3199, 9154, 13412, 3224, 1211, 2655, 7649, 5551, 9381, 17082, 2288, 11331, 4117, 1829, 8315, 36145, 3224, 2423, 8535, 17291, 4724, 15042, 36145, 3224, 406, 2681, 6156, 7649, 16254, 732, 6055, 6027, 2655, 9307, 34892, 38251, 39896, 4117, 8032, 2655, 30544, 36764, 24401, 13672, 1829, 31439, 8978, 2423, 558, 1252, 4032, 2423, 1411, 1252, 37037, 8315, 11331, 4117, 1829, 8315, 11933, 1829, 8592, 8032, 3215, 12610, 2423, 4924, 4190, 13672, 1829, 11933, 5016, 8315, 8032, 1863, 7435, 1829, 3555, 16095, 8032, 3215, 12610, 9673, 1863, 41193, 4587, 16712, 29399, 9957, 11933, 1829, 8592, 11331, 4117, 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