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Last Updated: October 22, 2026
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Summary
Batch vs. Mini-Batch vs. Stochastic Gradient Descent: Explained in Arabic. Batch Gradient Descent: Explained in Arabic. Mini ... In this video, we're going to talk about the different ways المادة العلميّة drive.google.com/file/d/17E1NndRA0xoare1a_qKzvsPuD2KX0AIL/view?usp=drivesdk في هذا الفيديو راح نتعمّق ... Visual and intuitive Overview of يشرح هذا الجزء من المحاضرة التي يقدمها Artificial Intelligence & Data Science الفرق بين خوارزميات تحسين النماذج مثل Batch وStochastic وMini-batch Gradient Descent. كما يتناول التحديات الشائعة عند تدريب الشبكات العصبية العميقة، بما في ذلك مشكلات تلاشي وانفجار التدرج، ويقدم مقدمة للمفاهيم الأساسية لتقنية Momentum لتحسين كفاءة عملية التعلم.
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