Definition
Backpropagation applies the chain rule backward through a computation graph to compute gradients of loss with respect to parameters.
Distinguish it from nearby terms
Backpropagation computes gradients; the optimizer decides how those gradients change the weights.
Check your understanding
Trace how an output error produces a gradient for an early-layer weight.