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What is gradient descent?

Gradient descent updates model parameters in the direction that reduces the loss function.

Machine Learning Medium Theory

What is gradient descent?

Gradient descent updates model parameters in the direction that reduces the loss function.

  • Uses gradients of loss
  • Step size is learning rate
  • Variants include batch and mini-batch

What is gradient descent?