Gradient Descent

An Introduction to Gradient Descent and Linear Regression

A clear walkthrough of gradient descent applied to linear regression, with code — a good foundational tutorial connecting the mathematical update rule to a concrete implementation. One of the most-linked introductions to the algorithm for newcomers to ML.