Gradient Descent, Step

Main ideas behind Gradient Descent

Gradient Descent optimization of a single variable, part 1

Awesome song and introduction

Gradient Descent optimization of a single variable, part 2

Gradient Descent optimization of two (or more) variables

Review of concepts covered so far

Gradient Descent algorithm

An important note about why we use Gradient Descent

Stochastic Gradient Descent