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instance رو .. رو .. record في ال data set تبعته بيحاول يكتسب من خلاله خبرة وبالتالي بعد ما هي ال data relevant حجم البيانات مهم جداً هل هذه هي كل ال data set؟", "tokens": [1829, 39648, 41850, 18871, 16254, 16490, 3555, 25720, 5551, 5172, 11242, 1211, 9154, 6156, 1211, 7649, 5296, 10721, 18863, 10943, 1211, 6024, 110, 27842, 4032, 22488, 3215, 16712, 7435, 9640, 3555, 13672, 1829, 3714, 2288, 8978, 11296, 20666, 2304, 8315, 35457, 3660, 28242, 6055, 7435, 25513, 3660, 3714, 2288, 8978, 11296, 4386, 28242, 23032, 21292, 3555, 45030, 6027, 7435, 4386, 6225, 5172, 14407, 28242, 3714, 16572, 11242, 45030, 6027, 7435, 3224, 41950, 21292, 3555, 39896, 6225, 3555, 9640, 3660, 18871, 5197, 12602, 2407, 4386, 12602, 2407, 4386, 2136, 8978, 2423, 1412, 992, 6055, 3555, 34268, 3224, 4724, 1829, 5016, 995, 12610, 7251, 4117, 2655, 35457, 9154, 16490, 1211, 6027, 3224, 16490, 3555, 25720, 46599, 6027, 2655, 6027, 1829, 39182, 19446, 39896, 2423, 1412, 7340, 11331, 7435, 2304, 2423, 21292, 7649, 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3352.93, "end": 3376.01, "text": "فكر بضيقك يا جدش أنواع البيانات المختلفة اللي عندنا أنواع البيانات أربع أنواع dynamic structured وهي ال data ال organized in tables أو relation ده تم رتبه ولمّا بتكلم structured البيانات مش هتطلع عن النمط هذا", "tokens": [5172, 37983, 4724, 11242, 1829, 4587, 4117, 35186, 10874, 3215, 8592, 14739, 14407, 3615, 2423, 21292, 7649, 9307, 9673, 46456, 46538, 3660, 13672, 1829, 43242, 8315, 14739, 14407, 3615, 2423, 21292, 7649, 9307, 5551, 25513, 3615, 14739, 14407, 3615, 8546, 18519, 37037, 1829, 2423, 1412, 2423, 9983, 294, 8020, 34051, 9721, 11778, 3224, 46811, 12602, 2655, 3555, 3224, 4032, 19528, 11703, 995, 39894, 4117, 19528, 18519, 2423, 21292, 7649, 9307, 37893, 8032, 2655, 9566, 1211, 3615, 18871, 28239, 2304, 9566, 23758], "avg_logprob": -0.24542683017690006, "compression_ratio": 1.6331658291457287, "no_speech_prob": 0.0, "words": [{"start": 3352.93, "end": 3353.35, "word": "فكر", "probability": 0.87158203125}, {"start": 3353.35, "end": 3353.79, 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schema معينة السؤال بيطرح نفسه هل ال json object structured؟ لأ، هناك ناس قالت هنا لأ مين بيقول ان ال json object structured data؟ ممكن يكون ممكن أحولها و ممكن أحول ال structure ل json structured بس مش ملزم يعني مانفهاش زيك مطلقا", "tokens": [6027, 11296, 34078, 20449, 9957, 3660, 21136, 33604, 6027, 4724, 1829, 9566, 2288, 5016, 8717, 36178, 3224, 8032, 1211, 2423, 361, 3015, 2657, 18519, 22807, 5296, 10721, 12399, 34105, 4117, 8717, 32277, 50239, 2655, 34105, 5296, 10721, 3714, 9957, 4724, 1829, 39648, 16472, 2423, 361, 3015, 2657, 18519, 1412, 22807, 3714, 43020, 7251, 30544, 3714, 43020, 5551, 5016, 12610, 11296, 4032, 3714, 43020, 5551, 5016, 12610, 2423, 3877, 5296, 361, 3015, 18519, 4724, 3794, 37893, 3714, 1211, 11622, 2304, 37495, 22653, 3714, 7649, 5172, 3224, 33599, 30767, 1829, 4117, 3714, 9566, 1211, 4587, 995], "avg_logprob": -0.2179276378531205, "compression_ratio": 1.7512437810945274, "no_speech_prob": 0.0, "words": [{"start": 3378.95, "end": 3379.35, "word": "الها", 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الان ال json أو ال javascript ال json object بياخد الشكل هذا هو عبارة عن مجموعة من ال key و ال values مجموعة من ال key و ال values الان ال json object هو عبارة عن semi structured", "tokens": [25528, 6156, 2288, 33753, 4117, 35186, 5551, 14851, 45636, 8315, 16490, 2304, 3794, 3660, 34683, 3794, 3615, 9957, 2423, 7649, 2423, 361, 3015, 34051, 2423, 361, 37331, 5944, 2423, 361, 3015, 2657, 4724, 1829, 47283, 3215, 25124, 28820, 23758, 31439, 6225, 3555, 9640, 3660, 18871, 3714, 7435, 2304, 2407, 27884, 9154, 2423, 2141, 4032, 2423, 4190, 3714, 7435, 2304, 2407, 27884, 9154, 2423, 2141, 4032, 2423, 4190, 2423, 7649, 2423, 361, 3015, 2657, 31439, 6225, 3555, 9640, 3660, 18871, 12909, 18519], "avg_logprob": -0.16530107434202984, "compression_ratio": 1.7976878612716762, "no_speech_prob": 3.516674041748047e-06, "words": [{"start": 3493.38, "end": 3493.58, "word": "يا", "probability": 0.86474609375}, {"start": 3493.58, "end": 3494.02, "word": " فرحتك", "probability": 0.955810546875}, {"start": 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"word": " manual", "probability": 0.81884765625}, {"start": 3575.95, "end": 3578.25, "word": " تمام؟", "probability": 0.65771484375}, {"start": 3578.25, "end": 3578.73, "word": " لكن", "probability": 0.95263671875}, {"start": 3578.73, "end": 3579.51, "word": " تخيل", "probability": 0.9680989583333334}, {"start": 3579.51, "end": 3579.63, "word": " في", "probability": 0.98291015625}, {"start": 3579.63, "end": 3580.15, "word": " الجدول", "probability": 0.7119140625}, {"start": 3580.15, "end": 3582.63, "word": " الجدول", "probability": 0.9166666666666666}, {"start": 3582.63, "end": 3582.77, "word": " لما", "probability": 0.746826171875}, {"start": 3582.77, "end": 3582.99, "word": " بيجيك", "probability": 0.938671875}, {"start": 3582.99, "end": 3583.41, "word": " جدول", "probability": 0.9886067708333334}, {"start": 3583.41, "end": 3584.67, "word": " أو", "probability": 0.382080078125}, {"start": 3584.67, "end": 3584.85, "word": " باجي", "probability": 0.8624674479166666}, {"start": 3584.85, 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"end": 3601.04, "word": " ال", "probability": 0.70556640625}, {"start": 3601.04, "end": 3601.36, "word": " unstructured", "probability": 0.8193359375}, {"start": 3601.36, "end": 3601.88, "word": " ال", "probability": 0.783203125}, {"start": 3601.88, "end": 3602.08, "word": " data", "probability": 0.4990234375}, {"start": 3602.08, "end": 3602.58, "word": " unstructured", "probability": 0.84814453125}, {"start": 3602.58, "end": 3604.8, "word": " هي", "probability": 0.693359375}, {"start": 3604.8, "end": 3605.22, "word": " عبارة", "probability": 0.9969482421875}, {"start": 3605.22, "end": 3605.38, "word": " عن", "probability": 0.99755859375}, {"start": 3605.38, "end": 3605.66, "word": " كل", "probability": 0.98974609375}, {"start": 3605.66, "end": 3606.44, "word": " البيانات", "probability": 0.9005126953125}, {"start": 3606.44, "end": 3607.64, "word": " اللي", "probability": 0.856689453125}, {"start": 3607.64, "end": 3608.16, "word": " فيها", "probability": 0.989013671875}, {"start": 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3612.48, "end": 3613.12, "word": " image", "probability": 0.9453125}, {"start": 3613.12, "end": 3614.34, "word": " image", "probability": 0.81884765625}, {"start": 3614.34, "end": 3614.94, "word": " unstructured", "probability": 0.957763671875}], "temperature": 1.0}, {"id": 133, "seek": 364467, "start": 3617.09, "end": 3644.67, "text": "الـ image unstructured؟ الـ matrix من كام بعض؟ إذا كنت بتكلم black and white من بعدين إذا كنت بتكلم grey scale بتكلم من تلاتة بصرف بتكلم RGB بتكلم على أربعة أربعة dimension مصبوط؟", "tokens": [6027, 39184, 3256, 18799, 46847, 22807, 2423, 39184, 8141, 9154, 9122, 10943, 45030, 11242, 22807, 11933, 15730, 9122, 29399, 39894, 4117, 19528, 2211, 293, 2418, 9154, 45030, 16254, 1863, 11933, 15730, 9122, 29399, 39894, 4117, 19528, 16578, 4373, 4724, 2655, 4117, 19528, 9154, 6055, 1211, 9307, 3660, 4724, 9381, 28480, 39894, 4117, 19528, 31231, 39894, 4117, 19528, 15844, 5551, 25513, 27884, 5551, 25513, 27884, 10139, 3714, 9381, 3555, 2407, 9566, 22807], 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"end": 3674.39, "text": "طب أتكلم على Full HD؟ هذا لسه جداش حجم المصفوفة؟ بدي أرجع معاك للبداية خالص الـ Colored Image أو عفوا الـ Black and White Image جداش حجمها؟ 2×2؟ 10×10؟ هو Two Dimension؟ 2D؟ مختفقين حجم الصورة أو عدد الـPixels جداش؟ فهذا unstructured يعني اقصد إنه مافيش شغلة ثابتة أسقطها على كل الـData Type هاي", "tokens": [9566, 3555, 5551, 2655, 4117, 19528, 15844, 13841, 12149, 22807, 23758, 5296, 3794, 3224, 10874, 3215, 33599, 11331, 7435, 2304, 9673, 9381, 5172, 38688, 3660, 22807, 4724, 16254, 5551, 47341, 3615, 20449, 995, 4117, 24976, 3555, 28259, 10632, 16490, 6027, 9381, 2423, 39184, 4004, 2769, 29903, 34051, 6225, 5172, 14407, 2423, 39184, 4076, 293, 5552, 29903, 10874, 3215, 33599, 11331, 7435, 2304, 11296, 22807, 568, 37550, 17, 22807, 1266, 37550, 3279, 22807, 31439, 4453, 20975, 3378, 22807, 568, 35, 22807, 3714, 46456, 5172, 4587, 9957, 11331, 7435, 2304, 31767, 13063, 3660, 34051, 6225, 3215, 3215, 2423, 39184, 47, 970, 1625, 10874, 3215, 33599, 22807, 6156, 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