R Programming Course

From Beginner to Expert

From beginner to expert: R fundamentals, data analysis, modeling, and development tools.

Welcome to the R Programming Course. This book takes you from first steps in R through data analysis, modeling, and developer tools.

0.1 How to use this book

0.1.1 Module 1 – Beginner Level R

Core R syntax, basic data structures, and getting comfortable with the language.

0.1.2 Module 2 – Intermediate Level R

Data manipulation, more advanced control structures, and practical workflows.

0.1.3 Module 3 – Expert Level R

Statistical modeling, machine learning, and the mathematical foundations (with code and LaTeX explanations).

0.1.4 Module 4 – Shiny Apps in R

Building interactive web applications with Shiny.

0.1.5 Module 5 – Modules and Functions

Writing robust functions, organizing code, and building reusable modules.

0.1.6 Module 6 – R Developer Tools

Packages, testing, debugging, and tooling for professional R development.

Use the sidebar navigation to move between modules and sections. Code cells and math are rendered directly in the browser for easy reading.