What is 'Epoch' in training?

What is 'Epoch' in training?

Approach: Define one full pass through the entire training dataset.

One epoch means that every sample in the training dataset has had the opportunity to update the internal model parameters exactly once.

Follow-up: Is one epoch enough for convergence?

Key concepts: iterations, batch, training.