- Learning Bayesian Models with R
- Table of Contents
- Learning Bayesian Models with R
- Credits
- About the Author
- About the Reviewers
- www.PacktPub.com
- Preface
- 1. Introducing the Probability Theory
- 2. The R Environment
- 3. Introducing Bayesian Inference
- 4. Machine Learning Using Bayesian Inference
- 5. Bayesian Regression Models
- 6. Bayesian Classification Models
- 7. Bayesian Models for Unsupervised Learning
- 8. Bayesian Neural Networks
- 9. Bayesian Modeling at Big Data Scale
- Index
-
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