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beginner5h estimated

Calculus Review

Derivatives, gradients, and the chain rule computed numerically and analytically in plain Python — the exact mechanism behind gradient descent and backpropagation, not just the notation.

Prerequisites

Useful for

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Modules

Derivatives

18 min

Start

Gradients

18 min

Start

Chain Rule for Backprop

20 min

Start