Video Chapters for CSEP 546, Spring 2012, Lecture 5

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Chapter 1: Bayesian MethodsStream, Get
Chapter 2: Bayes' Theorem and MAP HypothesesStream, Get
Chapter 3: Basic Probability FormulasStream, Get
Chapter 4: MAP LearningStream, Get
Chapter 5: Learning a Real-Valued FunctionStream, Get
Chapter 6: Bayes Optimal Classifier and Gibbs ClassifierStream, Get
Chapter 7: The Naive Bayes ClassifierStream, Get
Chapter 8: Text ClassificationStream, Get
Chapter 9: Bayesian NetworksStream, Get
Chapter 10: Inference in Bayesian NetworksStream, Get