R
R is a widely used statistical programming language that’s beloved by people in academia and the tech industry. But that makes it sound more intimidating than it actually is. R is a great first language for anyone interested in answering questions with data analysis, data visualization, and data science.Related resources
Related resources
New to R? Start here
All courses in R
Free + Paid courses
All levels
13 courses
- Skill path
Analyze Data with R
Learn how to manipulate large data sets, make beautiful visualizations, build statistical models, and communicate your findings.Includes 7 CoursesWith CertificateBeginner Friendly19 Lessons - Course
Learn R
Learn how to use R and start working with data in this introductory course.With CertificateBeginner Friendly16 Lessons - Free course
Getting Started Off-Platform for Data Science
Learn how to do data science projects on your own computer locally!Beginner Friendly1 Lesson - Free course
R for Programmers
A quick primer on R fundamentals for programmers.Beginner Friendly - Free course
Learn Statistics with R
Learn how to implement statistical models in RIntermediate9 Lessons - Free course
Learn the Basics of Causal Inference with R
Find out when correlation really is causation!Intermediate5 Lessons - Free course
Potential Outcomes Framework for Causal Inference
Use the Potential Outcomes Framework to estimate what we cannot measure.Advanced1 Lesson - Free course
Regression Discontinuity Design and Instrumental Variables
Mimic experiments with the data you already have and measure the effects of treatment even with incomplete data.Advanced2 Lessons - Free course
Matching and Weighting Methods for Causal Inference
Use matching, weighting, propensity scores, and stratification to prepare data for causal analysis.Advanced1 Lesson - Free course
Difference in Differences for Causal Inference
Estimate effects by analyzing trends over timeAdvanced1 Lesson - Course
Learn ggplot2
Learn how to create visualizations using the popular R package ggplot2With CertificateIntermediate2 Lessons - Course
Learn Linear Regression in R
Learn about the difference between simple linear regression and multiple linear regression in RWith CertificateIntermediate1 Lesson - Free course
Learn dplyr
Learn how to organize and modify data in R using dplyr.Intermediate5 Lessons
