SVM: Slack Variables and Nonlinear Kernels Part 1

What You Will Learn

• Slack variables
• Kernel trick

Content Covered

Covers slack variables and the kernel trick for non-linear SVMs.

Resources

• Hinge Loss Formulation of SVM video
• Lagrange Multiplier Intuition medium
• Lagrange Multiplier practice problems
• Intuitive understanding of RBF Kernel for SVM