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Chapter 1. Introduction
Chapter 2. Probability Distributions
Chapter 3. Linear Regression
Chapter 4. Linear Models for Classification
Chapter 8. Graphical Models
Chapter 9. Mixture Models and EM
Chapter 10. Approximate Inference
E.O.D.