List of Tables
Chapter 1. The data science process
Chapter 3. Exploring data
Chapter 5. Choosing and evaluating models
Chapter 7. Linear and logistic regression
Chapter 8. Unsupervised methods
Chapter 9. Exploring advanced methods
Chapter 10. Documentation and deployment
Chapter 11. Producing effective presentations
Appendix A. Working with R and other tools
Appendix B. Important statistical concepts