Lecture Notes
- Foundations and Topology
- Convergence, Completeness, and Compactness
- Functions, Continuity, and Extrema
- Vector space
- Convexity
- Quadratic form
- Unconstrained Optimization
- Constrained Optimization: It would be helpful to read Mark’s lecture notes for this part.