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