The document discusses support vector machines, focusing on the concept of the maximum margin linear separator. It highlights the quadratic programming solution for identifying maximum margin separators and explores the use of kernels for learning non-linear functions.

1. Module 5
• Support Vector Machines,
• Maximum Margin Linear Separator
• Quadratic Programming Solution to finding
maximum margin separators
• Kernels for learning non-linear functions