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Index
Cover
Frontmatter
1. Describing Datasets
1. First Tools for Looking at Data
2. Looking at Relationships
2. Probability
3. Basic Ideas in Probability
4. Random Variables and Expectations
5. Useful Probability Distributions
3. Inference
6. Samples and Populations
7. The Significance of Evidence
8. Experiments
9. Inferring Probability Models from Data
4. Tools
10. Extracting Important Relationships in High Dimensions
11. Learning to Classify
12. Clustering: Models of High Dimensional Data
13. Regression
14. Markov Chains and Hidden Markov Models
5. Mathematical Bits and Pieces
15. Resources and Extras
Backmatter
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