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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 .R file and run with Rscript, 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

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