1. Introduction to data science
Chapter 1. The data science process
Chapter 5. Choosing and evaluating models
Chapter 6. Memorization methods
Chapter 7. Linear and logistic regression
Appendix A. Working with R and other tools
Appendix B. Important statistical concepts