Lecture 8: Gradient Descent (and Beyond)

Method of steepest descent - Wikipedia

Descent method — Steepest descent and conjugate gradient, by Sophia Yang, Ph.D.

Gradient Descent in Linear Regression - GeeksforGeeks

Machine learning (Part 8). Understanding the Role of Alpha and…, by Coursesteach

optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange

nonlinear optimization - Do we need steepest descent methods, when minimizing quadratic functions? - Mathematics Stack Exchange

PDF] Steepest Descent and Conjugate Gradient Methods with Variable Preconditioning

Stochastic Gradient Descent Algorithm With Python and NumPy – Real Python

Visualizing the gradient descent method

The Steepest Descent Method - Summary - The Steepest Descent Method This is the simplest gradient - Studocu