Hidden Markov models. The slides are available here: http://www.cs.ubc.ca/~nando/340-2012/lectures.php This course was taught in 2012 at UBC by Nando de Freitas
nando de freitas, machine learning, dynamic programming, optimal filtering, Bayesian filtering, Bayes rule, graphical models, Bayesian networks, Bayes' Theor...