## Table of contents

- Preface
- 1 Preliminaries
- 2 Data Exploration
- 3 Wrangling Data
- 4 Random Number Generators
- 5 The Monte Carlo Method
- 6 Hypothesis Testing
- 7 Linear Models
- 8 Multiple Linear Models via Maps
- 9 Classification
- 10 How to Build a Model
- 11 Tree-based Models
- 12 Sharing Your R Projects
- 13 Shiny Applications
- 14 What Comes Next?
- References