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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+2,391 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+2,391 reviews
4 hr
Course
Intermediate R
BasicSkill Level
4.8+970 reviews
6 hr
Course
Introduction to the Tidyverse
BasicSkill Level
4.8+1,131 reviews
4 hr
Course
Introduction to Data Visualization with ggplot2
BasicSkill Level
4.7+2,490 reviews
4 hr
Course
Introduction to Statistics in R
IntermediateSkill Level
4.7+2,045 reviews
4 hr
Course
Data Manipulation with dplyr
BasicSkill Level
4.8+700 reviews
4 hr
Course
Introduction to Regression in R
IntermediateSkill Level
4.8+1,451 reviews
4 hr
Course
Introduction to Importing Data in R
BasicSkill Level
4.7+360 reviews
3 hr
Course
Hypothesis Testing in R
IntermediateSkill Level
4.7+968 reviews
4 hr
Course
Exploratory Data Analysis in R
IntermediateSkill Level
4.7+1,219 reviews
4 hr
Course
Joining Data with dplyr
BasicSkill Level
4.7+1,231 reviews
4 hr
Course
Intermediate Regression in R
IntermediateSkill Level
4.7+771 reviews
4 hr
Course
Cleaning Data in R
IntermediateSkill Level
4.7+790 reviews
4 hr
Course
Introduction to Writing Functions in R
BasicSkill Level
4.7+638 reviews
4 hr
Course
Sampling in R
IntermediateSkill Level
4.7+839 reviews
4 hr
Course
Supervised Learning in R: Classification
IntermediateSkill Level
4.7+141 reviews
4 hr
Course
Intermediate Data Visualization with ggplot2
IntermediateSkill Level
4.7+956 reviews
4 hr
Course
Writing Efficient R Code
IntermediateSkill Level
4.7+135 reviews
4 hr
Course
ARIMA Models in R
BasicSkill Level
4.8+310 reviews
4 hr
Course
Reshaping Data with tidyr
IntermediateSkill Level
4.8+456 reviews
4 hr
Course
Time Series Analysis in R
IntermediateSkill Level
4.8+89 reviews
4 hr
Course
Manipulating Time Series Data in R
IntermediateSkill Level
4.8+284 reviews
4 hr
Course
Introduction to Bioconductor in R
IntermediateSkill Level
4.7+112 reviews
4 hr
Course
Linear Algebra for Data Science in R
IntermediateSkill Level
4.7+135 reviews
4 hr
Course
Forecasting in R
BasicSkill Level
4.9+51 reviews
5 hr
Course
Introduction to R for Finance
BasicSkill Level
4.7+97 reviews
4 hr
Course
Reporting with R Markdown
IntermediateSkill Level
4.7+327 reviews
4 hr
Course
Foundations of Inference in R
IntermediateSkill Level
4.7+53 reviews
4 hr
Course
Modeling with Data in the Tidyverse
IntermediateSkill Level
4.8+229 reviews
4 hr
Course
Hierarchical and Mixed Effects Models in R
AdvancedSkill Level
4.7+184 reviews
4 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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