Learn R — Free Video Roadmap
A step-by-step path through the best free R videos on YouTube — beginner to advanced, in the order that actually makes sense. YouTube channels teaching R programming for statistical computing and data analysis. Learn tidyverse, ggplot2, R Markdown, and statistical modeling techniques.
To learn R in 2026, follow this order: start with a beginner crash course, then a full course, then advanced deep dives. This roadmap sequences 21 of the best free YouTube videos — beginning with "Introduction to R and RStudio" by Hefin Rhys (454,578 views).
Start Here
Beginner-friendly R intros and crash courses
1:17:25 
1:27:24 
45:21 
4:51 Core Skills
Full courses and comprehensive R tutorials
6:47 
33:54 
1:52:09 
35:54 
34:58 
43:46 Advanced & Deep Dives
Go deeper into R internals and real-world use
2:51 
2:51 
1:09:47 
9:07 
21:20 Stay Current
The freshest R videos from the last 6 months
2:51 
14:32 
2:51 
2:13 
1:25 Want a roadmap tailored to your goal and experience? Try the free AI learning planner →