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 Scikit-Learn Classification Part One

    • SVM with Python and Scikit-Learn Classification Part Two

    • Support Vector Regression

    • SVM Project Exercise

    • SVM Project Exercise Solutions