Latticework

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intermediate6h estimated

Optimization

Gradient descent, convexity, and constrained optimization implemented directly from the Calculus Review course's derivatives and gradients — the exact mechanism behind training every ML model.

Prerequisites

Useful for

ml engineerai engineerresearch engineerquant developerquant researcherquant trader

Modules

Gradient Descent

20 min

Start

Convexity Intuition

16 min

Start

Constrained Optimization

18 min

Start