Lectures

Stat 154/254: Statistical Machine Learning

Lectures marked with \(\star\) are still in progress.

Introduction

• Class introduction
• List of key concepts

Prerequisites

Mathematical statistics, probability, linear algebra, multivariate calculus, and Python are all prerequisites.

For assistance with mathematics prerequisites, the Student Learning Center provides additional assistance.

A summary of the required linear algebra skills can be found here.