Introduction to Machine Learning

Review of Matrix and Linear Algebra

Introduction to Classification

Random Vectors and the Multivariate Normal Distribution

Introduction to Optimization Problems

Sparse Linear Regression: LASSO

**Some Prerequisite Material**