Click here for the syllabus. 

Check Ninova web site for the lecture notes. 

This semester, I am the one giving this lecture.  It will be graduate level machine learning course. I will teach the mathematical background of the algorithms, then make some lab sessions (whenever we have time) on the topics and give assignments both on the theoretical and application side. 

I want you to participate the lecture (it's required), your attendance will be rewarded as well. 

It will be an intensive course, hence please prepare accordingly.