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Glossary: Calculus for ML

Chain rule

When one function feeds into another, their derivatives multiply: dy/dx = dy/du · du/dx. It is how a price change turns into a change in pounds of coffee, and how a loss turns into a gradient for a weight.

Where the book teaches it

Related terms

Inner / outer functionComputation graphBackpropagationLocal derivative