Book Content
chapters • 8h20m total length
1. Probabilistic Reasoning
2. Exact Inference
3. Learning parameters
4. Bayesian modeling : Basic models
5. Approximate inference
6. Bayesian modeling: Linear models
7. Probabilistic Mixture Models
8. Appendix
