Teaching

Course Offerings (2015 -- 2016)

  • STA 414/2104 (Fall 2015): Statistical Methods for Machine Learning and Data Mining
  • CSC411 Introduction to Machine Learning

    Course Offerings (2014 -- 2015)



    Tutorials/Short Courses

  • See my recent Deep Learning Tutorial at KDD 2014: [Video], [ Slides].

  • See our recent CVPR tutorial on Deep Learning Methods for Vision.

  • Graduate Summer School: Deep Learning , UCLA, 2012
    A short tutorial available here

  • Graduate Summer School: Probabilistic Models of Cognition, UCLA
    A short tutorial available here

  • Graduate CIFAR Summer School: Machine Learning , University of Toronto

    Slides available in pdf format: