Overview.
Lecture 1: Optimization models.
Lecture 2: Convex optimization models.
Lecture 3: Optimization in supervised learning.
Lecture 4: Optimization in unsupervised learning.
Lecture 5: Robust optimization.
Lecture 6: Robust optimization in supervised learning.
Lecture 7: Sparse machine learning for text analytics.