EE563 Convex Optimization - Duality: Introduction and Lagrange Dual Function
30:02
EE563 Convex Optimization - Duality: Lagrange Dual Problem and Slater’s Constraint Qualification
34:33
Support Vector Machines - Hard SVM (Week 10-02)
22:33
Support Vector Machines - Nonlinear SVM and The Kernel Trick (Week 10-04)
28:47
Neural Networks - Overview and Introduction (Week 11-01)
29:39
Unsupervised Learning - K-means Clustering (Week 13-02)
32:43
Unsupervised Learning - Clustering Overview (Week 13-01)
30:27
Neural Networks - Notation and Forward Pass (Week 11-02)
20:47