Gradient Descent: Stochastic vs. Batch Update

Learn about the stochastic vs. batch update nature of the gradient descent.

Gradient descent

We have learned that gradient descent helps reduce error by derivating the error with respect to weight. We add the weight change to the initial weight and continue updating it until we reach the bottom of the slope where the error is minimum.

Gradient descent

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