Support Vector Machines

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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