subtopic

Epochs, batches and optimisers

10 min applied30 min research3 curated resources

Learn the training words: epoch (one pass over all data), batch (small group of samples per step), learning rate. Meet the optimisers: SGD, SGD with momentum, and Adam (the default you will use).

Builds on: B17 · Build: Fit a Line with Gradient Descent (calculus in action), S01 · Build: How Training Works (fit, loss, optimisation)

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