Here are the slides, including the homework exercises.
Lecture notes
- N. Vishnoi. Algorithms for convex optimization.
- L.C. Lau. Convexity and optimization.
- S. Bubeck. Convex Optimization: Algorithms and Complexity.
- S. Boyd, L. Vandenberghe. Convex Optimization.
Others
- I’m a bandit blog by Sébastien Bubeck.
- 3Blue1Brown channel by Grant Sanderson.