Calculus

Mathematics for Machine Learning: Multivariate Calculus

Imperial College London's Mathematics for Machine Learning Multivariate Calculus course on YouTube — free coverage of partial derivatives, gradients, the Jacobian, Hessian, and optimization techniques needed to understand how machine learning models are trained.