Course: Optimization for Machine Learning

Topic outline

syllabus

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- Forum
  
  Announcements Forum
- File
  
  syllabus File
Preliminaries
- File
  
  Mathematical prelims File
- File
  
  Gradients File
Convexity
- File
  
  convex sets File
- File
  
  Convex sets class notes File
- File
  
  convex functions File
- Page
  
  problem set 1 Page
- File
  
  Problem set 2 File
Topic 3
Topic 4
Topic 5
Topic 6
Topic 7
Topic 8