Atlas · GenAI 2026
Calculus for Machine Learning
Differential and multivariate calculus, gradients and the chain rule underlying backpropagation and optimization.
conceptPeak: 2014CalculusAI consensus: 0/3
Prerequisites
- softLinear Algebra
Gradients live in vector spaces alongside linear algebra.
Recommended reference
Mathematics for Machine Learning — Deisenroth, Faisal & Ong