The error backpropagation algorithm is gradient descent on neural networks. Here is a detailed derivation and description of the method.
00:00 Introduction
02:29 Computation Graph
07:33 Going Deeper
19:13 Computing Gradient Vector
22:36 Joke Break
25:44 Gradient w.r.t. Weights
29:11 Summary