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Glossary: Calculus for ML

Gradient

Also written: ∇f, grad f

The vector of all partial derivatives of a function. It points in the direction of steepest uphill, and its length tells you how steep that is.

Where the book teaches it

Related terms

Partial derivativeVectorGradient descentLength (norm)