Explores the formulation and complexity of Support Vector Machines, including primal and dual forms, geometric interpretation, and algorithmic implications.
Covers sorting algorithms, divide-and-conquer analysis, solving recurrences through induction, complexities of floors and ceilings, and the Master method.