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Become an R programmer and develop your R skills with interactive courses, tracks and projects, curated by real-world experts.
BasicSkill Level
4.8+2,450 reviews
4 hr
Track
R Programming Fundamentals
4.4+
Level-up your R programming skills! Learn how to work with common data structures, optimize code, and write your own functions.14 reviews
22 hr
Not sure where to start?
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Course
Introduction to R
BasicSkill Level
4.8+2,450 reviews
4 hr
Course
Intermediate R
BasicSkill Level
4.8+994 reviews
6 hr
Course
Introduction to Statistics in R
IntermediateSkill Level
4.7+2,101 reviews
4 hr
Course
Introduction to the Tidyverse
BasicSkill Level
4.8+1,163 reviews
4 hr
Course
Introduction to Data Visualization with ggplot2
BasicSkill Level
4.7+2,539 reviews
4 hr
Course
Data Manipulation with dplyr
BasicSkill Level
4.8+721 reviews
4 hr
Course
Introduction to Regression in R
IntermediateSkill Level
4.8+1,500 reviews
4 hr
Course
Introduction to Importing Data in R
BasicSkill Level
4.7+368 reviews
3 hr
Course
Exploratory Data Analysis in R
IntermediateSkill Level
4.7+1,249 reviews
4 hr
Course
Hypothesis Testing in R
IntermediateSkill Level
4.7+1,016 reviews
4 hr
Course
Joining Data with dplyr
BasicSkill Level
4.7+1,272 reviews
4 hr
Course
Sampling in R
IntermediateSkill Level
4.7+878 reviews
4 hr
Course
Intermediate Regression in R
IntermediateSkill Level
4.7+809 reviews
4 hr
Course
Intermediate Data Visualization with ggplot2
IntermediateSkill Level
4.7+976 reviews
4 hr
Course
Introduction to Writing Functions in R
BasicSkill Level
4.7+655 reviews
4 hr
Course
Cleaning Data in R
IntermediateSkill Level
4.7+816 reviews
4 hr
Course
Supervised Learning in R: Classification
IntermediateSkill Level
4.7+147 reviews
4 hr
Course
Writing Efficient R Code
IntermediateSkill Level
4.7+137 reviews
4 hr
Course
Introduction to Bioconductor in R
IntermediateSkill Level
4.7+123 reviews
4 hr
Course
Linear Algebra for Data Science in R
IntermediateSkill Level
4.7+140 reviews
4 hr
Course
Introduction to R for Finance
BasicSkill Level
4.7+101 reviews
4 hr
Course
Intermediate Importing Data in R
IntermediateSkill Level
4.8+287 reviews
3 hr
Course
Foundations of Inference in R
IntermediateSkill Level
4.7+53 reviews
4 hr
Course
Reporting with R Markdown
IntermediateSkill Level
4.7+330 reviews
4 hr
Course
Hierarchical and Mixed Effects Models in R
AdvancedSkill Level
4.7+188 reviews
4 hr
Course
Foundations of Probability in R
BasicSkill Level
4.8+460 reviews
4 hr
Course
Experimental Design in R
IntermediateSkill Level
4.7+350 reviews
4 hr
Course
Reshaping Data with tidyr
IntermediateSkill Level
4.8+468 reviews
4 hr
Course
Building Web Applications with Shiny in R
IntermediateSkill Level
4.7+222 reviews
4 hr
Course
Visualization Best Practices in R
BasicSkill Level
4.8+334 reviews
1 hr
Related resources on R
blog
The Top 8 R Project Ideas for 2026
Discover what R is and all the benefits for using it while giving examples and new ideas for a project.
Elena Kosourova
14 min
blog
Python vs R for Data Science: Which Should You Learn?
This guide will help you answer one of the most frequently asked questions of newcomers in data science and help you choose between R and Python.
Javier Canales Luna
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cheat sheet
Getting Started with R Cheat Sheet
This cheat sheet will cover an overview of getting started with R. Use it as a handy, high-level reference for a quick start with R. For more detailed R Cheat Sheets, follow the highlighted cheat sheets below.
Richie Cotton
9 min
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