Topics include important data structures and algorithms; numerical methods ... and regression (linear, nonlinear), unsupervised learning (MLE, MAP, clustering, PCA, dimensionality reduction), ...

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear) ...

LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.