Notion Template
R Language
Master R from zero to shipped analyst: 33 chapters covering vectors to R6, dplyr, ggplot2, statistics, ML, testing, and reproducible Quarto reports — with runnable code, traps flagged, practice + bonus challenges per chapter, and six real capstone projects with full solutions.
English +20 moreNewFree
Unlock R with the "Zero-to-Hero" Notion Roadmap. This is not a syntax cheat sheet — it is a complete, interactive textbook of 33 chapters that takes you from your first vector to reproducible analysis pipelines you can trust.
Whether you're a student learning statistics, a data analyst moving beyond spreadsheets, or a scientist making research reproducible, this template gives you the depth and structure to master R with confidence.
What’s inside
- Foundations — vectors, data frames, control flow, functions, and the tidy-data mindset that makes everything else easier
- Tidyverse Core — data wrangling with dplyr and publication-quality charts with ggplot2
- Statistics — distributions, hypothesis tests, regression, and reading results without fooling yourself
- Machine Learning — building, tuning, and evaluating models on real data
- Object Systems — S3, S4, and R6, so you understand how R packages are actually built
- Professional R — testing with testthat, debugging, reproducible environments with renv, and reports with Quarto
- "Try Every Possibility" code, trap-annotated — idioms and the famous traps marked # BROKEN: and # ILLEGAL:, so you meet them in safety first
- A practice challenge + a harder bonus in every chapter — with hidden solutions and a dedicated Challenge Answers chapter
- 6 Capstone Projects — the Sales Pipeline, the Weather-Station Analyzer, the A/B Test Decision Engine, the Library Catalog System, the Simulation Study, and the Personal Finance Tracker
🆕 What's new in v1.0
- ✦ Initial public release of the template.
- ✦ All 33 chapters complete, from your first vector to reproducible analysis pipelines.
- ✦ Clean light & dark-friendly layout.