Selected links for probabilistic models

NPBAYES resourses by peterorbanz
http://stat.columbia.edu/~porbanz/talks/npb-tutorial.html

Glossary by tom minka
http://alumni.media.mit.edu/~tpminka/statlearn/glossary/

PGM by murphy
http://www.cs.ubc.ca/~murphyk/Teaching/Stat521A-Spring09/index.html

Probabilistic graphical models - advanced methods by murphy
https://sites.google.com/site/cs228tspring2012/

STA561: Probabilistic Machine Learning: Fall 2013
http://genome.duke.edu/labs/engelhardt/courses/sta561.html