XIAOTONG GUO
COURSES & MATERIALS
MACHINE LEARNING
Machine Learning [Link]
Andrew Ng, Stanford
Introduction to Deep Learning (6.S191) [Link]
Alexander Amini, Ava Soleimany, MIT
OPTIMIZATION
Integer Programming and Combinatorial Optimization [Link]
Dimitris Bertsimas, Andreas Schulz, MIT
Convex Optimization [Link]
Stephen Boyd, Lieven Vandenberghe, Stanford