
          
 Part I
 Convex Optimization, by Stephen Boyd, lecture notes
 Term Project Writing, ppt, lecture 1
 Chapter 2 Convex sets and 3 Convex functions, lecture 2, lecture 3, lecture 4
 Chapter 4 Convex optimization problems, lecture 5, lecture 6, lecture 7
 Chapter 5 Duality, lecture 8, lecture 9
 Chapter 6 Approximation and fitting and 7 Statistical estimation, lecture 10, lecture 11
 Chapter 8 Geometric problems and 9 Numerical linear algebra background, lecture 12, lecture 13, lecture 14
 Chapter 10 Unconstrained minimization and 11 Equality constrained minimization, lecture 15, lecture 16,
 Chapter 12 Interiorpoint methods and 13 Conclusions, lecture 17, lecture 18, lecture 19
 Primal dual problem, and Simplex method
      
    
