Books and expository writing

Statistics and Information Theory

Lectures on Statistics and Information Theory
John Duchi
Lecture Notes for Statistics 311 / Electrical Engineering 377, Stanford University
2025

Introductory Lectures on Stochastic Convex Optimization

Introductory Lectures on Stochastic Convex Optimization
John Duchi
The Mathematics of Data
IAS/Park City Mathematics Series, American Mathematical Society
2018