Backpropagation, Explained Step by Step with a Worked Example
Backpropagation is the engine that trains neural networks — and it’s just the chain rule applied carefully. This article walks a tiny network through a full forward and backward pass with real numbers, so you can see exactly how each weight moves and the loss falls.