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In the context of neural networks, what does 'epoch' refer to?

Practice Questions

Q1
In the context of neural networks, what does 'epoch' refer to?
  1. A single pass through the training dataset
  2. The number of layers in the network
  3. The learning rate adjustment
  4. The size of the training batch

Questions & Step-by-Step Solutions

In the context of neural networks, what does 'epoch' refer to?
  • Step 1: Understand that a neural network learns from data.
  • Step 2: The training dataset is the collection of examples used to teach the neural network.
  • Step 3: An epoch is when the neural network looks at every example in the training dataset once.
  • Step 4: After one epoch, the neural network has completed one full cycle of learning from all the data.
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