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How Neural Networks Learn

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Technology

How Neural Networks Learn

Advanced~18 min17 steps

Watch a network turn its mistakes into better guesses, one adjustment at a time.

You’ll learn

  • Describe what a neuron actually computes
  • Explain why weights are the thing that gets learned
  • Predict how the learning rate changes training behaviour
  • Recognise why too large a learning rate makes training worse, not faster
  • Explain how backpropagation and gradient descent work together
  • Diagnose overfitting from training and validation loss