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What is the difference between Epoch, Batch and Iteration in Deep Learning?



What is the difference between Epoch, Batch and Iteration in Deep Learning?..

Answer / Muneeb Ur Rehman

Epoch: An epoch is a complete pass through the entire training dataset.Batch: A batch is a subset of the training data fed into the network for one update step during backpropagation.Iteration: Each update step where the weights are adjusted based on the gradient calculated from a single batch is an iteration.

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