Bayesian and Modern Statistics
STA 360/601
Spring 2015
Duke University
See answers to FAQs here.
Information theory
APMA 1710
Fall 2011
Brown University
Course website
Introduction to Machine Learning
CSCI 1950-F
Summer 2011
Brown University
Course website
I've created several series of video lectures, which are posted at the
mathematicalmonk channel
on YouTube:
Probability primer series (43 videos)
Machine learning series (160 videos)
Information theory series (54 videos)