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R for the Rest of Us

Learn to use the most powerful tool for working with data.
Even if you've never coded before.

Supporting forward looking organizations

Core Courses

New to R?

From "what's R?" to "I love R" in three self-paced courses.
Start here when you're just starting out.

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R in 3 Months

R in 3 Months

Looking for even more? R in 3 Months is a cohort-based program to help you finally learn R.

High-Quality Instruction

With R in 3 Months, you’ll get high-quality instruction that will guide you from R newbie to R expert.

Personalized Feedback

You'll work on your own code every week and get in-depth feedback.

Supportive Community

You'll be on this journey alongside a supportive community that will help you learn and keep you accountable to yourself.

Testimonials

Don't Take it From Us

Our learners say it best.

Solid intRo to R :)

Nicholas Whittington
Nicholas Whittington Learning & Development Consultant, OMNI

This introductory course provided me with an excellent foundation in the R programming language. I had previously started learning about this powerful tool, but life circumstances interrupted that journey. Thanks to this course, I was able to resume my learning process, and I look forward to continuing it for much longer. Thank you!

Benjamin Barboza

Your spring class was amazing!! Well worth taking. Highly recommend.

Eduardo Rodriguez
Eduardo Rodriguez Business Solutions Manager, ATB Financial

This is approachable and accessible. I'd recommend this program to a friend as a great way to learn enough about R to take away the fear of the difficulty of learning anything relating to code.

John Jenson

David, Just a note to say thank you for a clear, concise and straightforward approach to R. Shout out to Chris Garmon, University of Missouri-Kansas City, MO professor in graduate school course, Research Methods in Public Administration for steering students to your free, easily understandable course. You do a great job taking the scariness out of R by taking us step by step through learning how to use R and explaining the power R has in being able to tell a story through data and analyzing information to make decisions. Professor Garmon told us that The Washington Post uses R for it's data and that's quite a seal of approval. Thanks again for a great course. Bernita Cauthon, Kansas City, Missouri

Bernita L Cauthon
Bernita L Cauthon

This was an easy to follow course.

Coutney Green

I feel like searching the internet for help with R is like looking for a very specific needle across a giant field of haystacks, and you are the metal detectors that get us where we need to be more quickly.

Hannah Koenker
Hannah Koenker Project Director, REACH Malaria

Really helpful and clear!

Angelica Maria Moreno Rojas

LOVED the course! Thank you so much for keeping everything high level enough that we don't get lost in the weeds but also providing so much helpful information. I've gone through other courses for beginners and came away still not knowing what a package was or how to import data. This course was perfect.

Caitlin GIllespie
Caitlin GIllespie Gap Inc.

My team is continuing to use the R we learned from you and your team - it's been a game changer for us and we've only scratched the surface on what we know how to do.

Kirstin O'Dell
Kirstin O'Dell Senior Research Associate, Center for Improvement of Child and Family Services, Portland State University
Consulting

Let Us Handle the R

Our consulting arm, Clarity Data Studio, creates reports, dashboards, websites, and more to help organizations to communicate more effectively with their data.

Clarity Data Studio
Blog

Blog

Learn to use the most powerful tool for working with data.
Even if you've never coded before.

How to Get Started Using AI with R

May 27, 2026

There are so many ways to use AI with R now that it's genuinely hard to know where to start. Should you just use ChatGPT in a browser tab? Install something into your code editor? And if so, which one? I made a video walking through the main options, with the pros and cons of each. The simplest approach is the one most people start with. Pop open ChatGPT in a browser and ask it R questions the same way you'd ask anything else. It works, but you end up bouncing back and forth between the...

Introducing the {pdfcheck} R package for checking the accessibility of PDFs

February 5, 2026

Are the PDFs you're creating accessible? Can someone using a screen reader navigate them? Is the color contrast sufficient for people who are colorblind? These are questions we've been getting a lot from our consulting clients at Clarity Data Studio. And honestly? When we reviewed our own PDFs, we found there wasn't a really great tool to check accessibility and give us actionable steps to improve. So we decided to build our own. It's called {pdfcheck}, and it's an R package that helps you...

[Livestream Recording] How to Make High-Quality PDFs with Quarto and Typst

November 20, 2025

Last week, we released our massive blog post on making report templates using Quarto and Typst. R for the Rest of Us consultant Joseph Barbier and I did a livestream yesterday where we went over several questions submitted to us on this topic. In the livestream we covered several topics, including: Making complex elements that we used in the state-level immunization reports we recently created for the Johns Hopkins University International Vaccine Access Center. Taking a Typst template and...