Module 08. Support Vector Machines (SVMs) - TU Delft OCW

Home Courses AI skills for Engineers: Supervised Machine Learning Subjects Module 08. Support Vector Machines (SVMs)

8.1 Overview Support Vector Machines
- 8.1.1 Overview Support Vector Machines
- 8.1.2 Reading Material
8.2 Basics of the (Hard-Margin) Support Vector Machine (SVM)
- 8.2.1 Basics of SVMs, Hard-Margin SVM – Part 1
- 8.2.2 Basics of SVMs, Hard-Margin SVM – Part 2
8.3 Advanced Support Vector Machines: Soft-Margin and Kernels
- 8.3.1 Soft-Margin SVM
- 8.3.2 Kernels