R Programming

This tutorial draws comparisons to Python, another popular language in data science. If you know Python, this tutorial will aid in quickly getting started with R.

Introduction: Basic Syntax

1. Setup
2. Hellow World
3. Data Structures
4. Control Flow
5. Functions
6. Object-Oriented Programming

Application: Data Analysis

7. Data Wrangling
8. Data Visualization
9. Regression Analysis

References

• R语言教程 by 李东风PKU
• R Programming for Data Science by Roger D. Peng
• Some crash courses on DataCamp