Course
R courses
R is a language for data analysis, statistics, and machine learning. DataCamp’s expert-led R courses offer interactive practice with projects to build job-ready skills fast. Start learning R today and unlock new data science opportunities.
Create Your Free Account
Continue with GoogleShow more optionsor
By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.
Training 2 or more people?
Try DataCamp for BusinessRecomended For Starters
Become an R programmer and develop your R skills with interactive courses, tracks and projects, curated by real-world experts.
BasicSkill Level
4.8+2,467 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?
Take an AssessmentBrowse R courses and tracks
Course
Introduction to R
BasicSkill Level
4.8+2,467 reviews
4 hr
Course
Intermediate R
BasicSkill Level
4.8+999 reviews
6 hr
Course
Introduction to the Tidyverse
BasicSkill Level
4.8+1,175 reviews
4 hr
Course
Introduction to Statistics in R
IntermediateSkill Level
4.7+2,116 reviews
4 hr
Course
Data Manipulation with dplyr
BasicSkill Level
4.8+730 reviews
4 hr
Course
Introduction to Data Visualization with ggplot2
BasicSkill Level
4.7+2,550 reviews
4 hr
Course
Introduction to Regression in R
IntermediateSkill Level
4.8+1,508 reviews
4 hr
Course
Introduction to Importing Data in R
BasicSkill Level
4.7+369 reviews
3 hr
Course
Exploratory Data Analysis in R
IntermediateSkill Level
4.7+1,253 reviews
4 hr
Course
Hypothesis Testing in R
IntermediateSkill Level
4.7+1,026 reviews
4 hr
Course
Joining Data with dplyr
BasicSkill Level
4.7+1,288 reviews
4 hr
Course
Sampling in R
IntermediateSkill Level
4.7+884 reviews
4 hr
Course
Intermediate Regression in R
IntermediateSkill Level
4.7+816 reviews
4 hr
Course
Cleaning Data in R
IntermediateSkill Level
4.7+821 reviews
4 hr
Course
Intermediate Data Visualization with ggplot2
IntermediateSkill Level
4.7+977 reviews
4 hr
Course
Introduction to Writing Functions in R
BasicSkill Level
4.7+659 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+139 reviews
4 hr
Course
Introduction to Bioconductor in R
IntermediateSkill Level
4.7+124 reviews
4 hr
Course
Linear Algebra for Data Science in R
IntermediateSkill Level
4.7+141 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+288 reviews
3 hr
Course
Foundations of Inference in R
IntermediateSkill Level
4.7+54 reviews
4 hr
Course
Building Web Applications with Shiny in R
IntermediateSkill Level
4.7+223 reviews
4 hr
Course
Foundations of Probability in R
BasicSkill Level
4.8+462 reviews
4 hr
Course
Experimental Design in R
IntermediateSkill Level
4.7+353 reviews
4 hr
Course
Inference for Linear Regression in R
AdvancedSkill Level
4.8+175 reviews
4 hr
Course
Reshaping Data with tidyr
IntermediateSkill Level
4.8+471 reviews
4 hr
Course
Reporting with R Markdown
IntermediateSkill Level
4.7+330 reviews
4 hr
Course
Visualization Best Practices in R
BasicSkill Level
4.8+336 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
10 min
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
Ready to apply your skills?
What is R?
Do I need any prior programming experience to start learning R?
How can learning R benefit my career?
How do I get started with R?
What is the difference between R and Python?
Is R worth learning in 2025?
Does Datacamp offer an R Certification?
Other technologies and topics
technologies
Grow your data skills with DataCamp for Mobile
Make progress on the go with our mobile courses and daily 5-minute coding challenges.

