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Keras Interview Questions and Answers

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Question - What Is the Difference Between Epoch, Batch, and Iteration in Deep Learning?

Answer -

  • Epoch – Represents one iteration over the entire dataset (everything put into the training model).
  • Batch – Refers to when we cannot pass the entire dataset into the neural network at once, so we divide the dataset into several batches.
  • Iteration – if we have 10,000 images as data and a batch size of 200. then an epoch should run 50 iterations (10,000 divided by 50).

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