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Stochastic Gradient Descent - Explained
Stochastic gradient descent is one of the most important optimization algorithms in machine learning and deep learning. This video explains how gradient descent works, why computing the full gradient can be expensive, and how stochastic gradient descent and mini-batch SGD solve this problem by trading accuracy for speed. Learn the differences ...
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