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Catalog
R

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

Docs: R
Cheatsheets
Articles
Community Forums
Projects

Related resources

Docs: R
Cheatsheets
Articles
Community Forums
Projects

New to R? Start here

Free course

Learn R

Learn how to code and clean and manipulate data for analysis and visualization with the R programming language.

Beginner Friendly

Learn R

Learn how to code and clean and manipulate data for analysis and visualization with the R programming language.

Beginner Friendly

R courses

14 results

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Intermediate

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Career path

Learn all the skills you need to land a new career in tech.

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Learn all the concepts you need to gain a new technical skill.

Course

Learn concepts used for specific languages or technologies.

Average time to complete

Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary.

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Projects

Practice Projects

Solidify the concepts you are learning with guidance.

Portfolio Projects

Put your skills to work to build something on your own.

R courses

14 results

Career path
Data Scientist: Inference Specialist
Inference Data Scientists run A/B tests, do root-cause analysis, and conduct experiments. They use Python, SQL, and R to analyze data.
Includes 24 Courses
With Certificate
Beginner Friendly
85 hours
Skill path
Analyze Data with R
Use R to process, analyze, and visualize data.
Includes 7 Courses
With Certificate
Beginner Friendly
21 hours
Free course
Learn R
Learn how to code and clean and manipulate data for analysis and visualization with the R programming language.
Beginner Friendly
14 hours
Free course
R for Programmers
An introduction to the fundamentals of the R programming language for experienced programmers.
Beginner Friendly
1 hour
Free course
Learn Statistics with R
Learn how to implement statistical models and run hypothesis tests in R.
Intermediate
4 hours
Free course
Learn dplyr
Learn how to organize data, manipulate datasheets, and clean data frames in R using dplyr.
Intermediate
8 hours
Free course
Getting Started Off-Platform for Data Science
Learn how to setup Jupyter Notebooks and PostGRESQL and run data science projects on your own computer locally!
Beginner Friendly
1 hour
Course
Learn Linear Regression with R
Learn about the difference between simple linear regression and multiple linear regression in R
With Certificate
Intermediate
3 hours
Course
Learn ggplot2
Learn how to create visualizations using the popular R package ggplot2
With Certificate
Intermediate
4 hours
Free course
Learn the Basics of Causal Inference with R
Learn how to use causal inference to figure out how different variables influence your results.
Intermediate
4 hours
Free course
Difference in Differences for Causal Inference
Learn how to use the difference in differences method to estimate effects by analyzing trends over time.
Advanced
1 hour
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.
Advanced
2 hours
Free course
Potential Outcomes Framework for Causal Inference
Use the Potential Outcomes Framework to estimate what we cannot measure.
Advanced
1 hour
Free course
Matching and Weighting Methods for Causal Inference
Use matching, weighting, propensity scores, and stratification to prepare data for causal analysis.
Advanced
2 hours