introml
Online class
Unit 8. SVM Classifiers
Slides:
[pdf]
[Powerpoint]
Motivating Example: MNIST:
[YouTube]
[DB Video]
(20 minutes)
In-class exercise in the
MNIST demo
Maximum Margin Classifiers:
[YouTube]
[DB Video]
(9 minutes)
Exercise 1 in
in-class exercises
Support Vector Machines:
[YouTube]
[DB Video]
(11 minutes)
Exercise 2 in
in-class exercises
Kernel Trick:
[YouTube]
[DB Video]
(20 minutes)