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