R Mastery Path¶
Mastery Path
BOOTCAMP
A structured, module-wise R training program that takes you from your first
Rscript to production-grade, master-level data analysis and statistics —
with runnable code snippets in every module and a hands-on project at the end
of each level.
How the program is organized¶
| Level | Focus | Modules |
|---|---|---|
| Level 1 · Entry | Language foundations, vectors, data frames, plotting | 9 topics + 1 project |
| Level 2 · Intermediate | dplyr, data cleaning, ggplot2, statistics basics | 9 topics + 1 project |
| Level 3 · Advanced | Statistical modeling, R Markdown, Shiny, APIs | 9 topics + 1 project |
| Level 4 · Master | Production R, Shiny at scale, big data, CRAN | 9 topics + 1 capstone |
How to use this site¶
- Work through each level in order — later modules assume earlier ones.
- Every topic page has runnable code snippets — copy them into a local
.Rfile and run withRscript, or paste into the RStudio console. - Each level ends with a project that combines everything learned in that level.
- Use the search bar (top of the page) to jump straight to a topic.
Start here → Level 1 · Entry
🎥 Prefer video? Watch the Mastery Path video series on YouTube — Shorts and full walkthroughs of these lessons.
More from the Mastery Path series¶
Free, structured, module-wise training across 63 other languages, platforms and disciplines:
Languages
🐍 Python
☕ Java
🟨 JavaScript
🔷 TypeScript
🔵 C#
🐚 Shell/Bash
💻 PowerShell
🇨 C
➕ C++
🐹 Go
🦀 Rust
🗄️ SQL
💎 Ruby
🐘 PHP
🟣 Kotlin
🐦 Swift
🎯 Dart
🔴 Scala
🟧 MATLAB
Testing & QA
Security
Cloud Platforms
Data & Analytics
AI / ML / LLM
Embedded Systems
Leadership & Management
Professional Skills
Process & APIs
Infrastructure & Ops