Support Vector Machines
This is a series of videos about Support Vector Machines (SVMs), which will walk through the introduction, the working principle and theory covering a linearly separable case, non-separable case, nonlinear SVM and multiple-class SVMs.
Part 1: Introduction
Part 2a: Linearly Separable Case
Part 2b: Linearly Separable Case (cont'd)
Part 3: Non-separable Case
Part 4: Nonlinear SVMs
Part 5: Multi-class SVMs