Lecture 8: Gradient Descent (and Beyond)

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

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

Gradient descent with linear regression from scratch in Python - Dmitrijs Kass' blog

An intuitive explanation to Gradient Descent, by Vivek Singh

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

Gradient Descent and Back-tracking Line Search, by Andreas Maier, CodeX

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

NHLBI 2022 - Deep Learning Crash Course

Lecture 8: Gradient Descent (and Beyond)

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

Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability – arXiv Vanity