Lecture 7: Gradient Descent (and Beyond)
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Lecture 7: Gradient Descent (and Beyond)

An overview of the Gradient Descent algorithm

Gradient Descent and Back-tracking Line Search

Lecture 7 Part 1: Derivatives of Random Functions
Gradient Descent. Machine Learning is Applied Calculus

Gradient Descent on Neural Networks Typically Occurs at the Edge

Lecture 7: Gradient Descent (and Beyond)

Optimization with ADAM and beyond

Deep Learning Lecture 4.3 - Stochastic Gradient Descent
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