Lecture 8: Gradient Descent (and Beyond)
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Lecture 8: Gradient Descent (and Beyond)
Mathematics, Free Full-Text
Gradient Descent and Back-tracking Line Search, by Andreas Maier, CodeX
Lecture 8: Gradient Descent (and Beyond)
Effortless optimization through gradient flows – Machine Learning Research Blog
Conrad Kennington - Class Notes
First weeks of Andrew Ng: Beginner's steps for gradient descent and the cost function in univariate linear regression, by Samuel Lynn-Evans
Lecture 8: Gradient Descent (and Beyond)
An overview of gradient descent optimization algorithms
4. A Beginner's Guide to Gradient Descent in Machine Learning, by Yennhi95zz
Lecture 22: Gradient Descent: Downhill to a Minimum, Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Mathematics
3Blue1Brown - Gradient descent, how neural networks learn
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