Lecture 8: Gradient Descent (and Beyond)

Lecture 8: Progress Towards Understanding Generalization in Deep Learning (English)

Deep Learning Foundations: Mahdi Soltanolkotabi's talk on Feature learning & inverse problems

Numerical Methods Lec24 Ch08-2 Gradient-Based Optimization2 - Gradient Descent Algorithm And Example

Gradient Descent. Machine Learning is Applied Calculus, by Tyler Elliot Bettilyon, Teb's Lab

Gradient descent (and beyond)

Descent carefully on a gradient!. In machine learning, gradient descent…, by Snehal Nair

Descent carefully on a gradient!. In machine learning, gradient descent…, by Snehal Nair

First weeks of Andrew Ng: Beginner's steps for gradient descent and the cost function in univariate linear regression, by Samuel Lynn-Evans

Optimization with ADAM and beyond

Gradient descent (and beyond)

Gradient descent - Wikipedia

Gradient Descent Algorithm and Its Variants, by Imad Dabbura

Gradient descent method