Combinatorial Convexity and Algebraic Geometry by Günter Ewald. Link here.
ISyE 6661: Linear Optimization by Dr. Arkadi Nemirovski. Link to his book here.
ISyE 6662: Discrete Optimization by Dr. Alejandro Toriello. Link to the course notes, provided by Dr. Santanu Dey, here.
ISyE 6663: Nonlinear Optimization by Dr. Johannes Milz. Link to the course notes here.
ISyE 7683: Advanced Nonlinear Programming by Dr. Arkadi Nemirovski. Course notes here. Transparencies here.
ISyE 7686: Advanced Combinatorial Programming by Dr. Mohit Singh. Course notes were directly taken from Schrijver and Cook's book, linked here.
ISyE 8813 Convex and Nonconvex optimization by Dr. Renato Monteiro. This course was taken during Spring 2024. Course notes here. Book reference on first order methods here.
ISyE 8813: Statistical Inference via Convex Optimization by Dr. Arkadi Nemirovski. Link to his book, cowritten with Dr. Anatoli Juditsky, is provided here. Rating: 10/10.
A Course in Convexity by Alexander Barvinok. Link here. Rating: 9/10.
Math 8803: Convex Geometry by Dr. Grigoriy Blekherman.