What does the term ‘epoch’ mean in the context of training a neural network?

Data Science with Python Easy

Data Science with Python — Easy

What does the term ‘epoch’ mean in the context of training a neural network?

Key points

  • An epoch covers all the training data
  • It allows the model to adjust its weights based on the entire dataset
  • Multiple epochs are often needed for optimal model performance

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