Graphical model for a Hidden Markov Model or Kalman Filter

Advanced Stochastic Modeling
STA 531
Spring 2016
Duke University
Course materials

 
Rev. Thomas Bayes

Bayesian and Modern Statistics
STA 360/601
Spring 2015
Duke University
Course materials

 
Claude Shannon

Information theory
APMA 1710
Fall 2011
Brown University
Course website

 

Introduction to Machine Learning
CSCI 1950-F
Summer 2011
Brown University
Course website

 
video screenshot

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)