Course curriculum

1
Support Vector Machines

Introduction to Support Vector Machines

History of Support Vector Machines

SVM Theory  Hyperplanes and Margins

SVM Theory  Kernel Intuition

SVM Theory  Kernel Trick Mathematics

SVM with Python and ScikitLearn Classification Part One

SVM with Python and ScikitLearn Classification Part Two

Support Vector Regression

SVM Project Exercise

SVM Project Exercise Solutions
