Support Vector Machines

A slecture by student Tao Jiang

Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin


  1. Basic ideas of SVM
  2. Slack Variables
  3. How to solve SVM (Quadratic Programming Problem)
  4. Multi-classification
  5. Choosing Parameters

Link to Video on Youtube


Questions and comments

If you have any questions, comments, etc. please post them on this page.

ECE662, Back to Spring 2014

Alumni Liaison

Ph.D. 2007, working on developing cool imaging technologies for digital cameras, camera phones, and video surveillance cameras.

Buyue Zhang