Introduction to Bayesian networks, conditional independence, Markov blankets, inference and explaining away. The slides are available here: http://www.cs.ubc...
Markov blanket, Markov, Bayes, Bayesian network, DAG, Thomas Bayes (Mathematician), inference, explaining away, expert systems, probabilistic graphical models