R Programming Courses and Certifications

R Programming: Data Analysis and Modeling

Load, save and reshape data frames with base R and dplyr, explore distributions and missing values, plot with ggplot2, and build statistical and machine learning models.

• Coursera
• 5 weeks, 4 hours a week
• Self-Paced
• Paid Course

R Programming: Conditionals, Loops, Functions, and Packages

Write conditional statements and loops in R, structure code for reuse by defining and calling functions, apply loop functions, and manage R packages.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Computer Science 114: Programming in R

Learn R programming for acquiring, cleaning, processing, and transforming data, from core language concepts through practical data workflows.

• Study.com
• 10 hours 56 minutes
• Self-Paced
• Paid Course

CS50's Introduction to Programming with R

An introduction to programming using a language called R, a popular language for statistical computing and graphics in data science and other domains. Learn...

• Independent
• 7 weeks
• Self-Paced
• Free Certificate

R Programming 101

Statistics with R Programming - A Practical Guide

Master essential statistical concepts and techniques using R programming, from descriptive statistics to advanced regression analysis and hypothesis testing.

• YouTube
• 3 hours 26 minutes
• Self-Paced
• Free Video

The Data Scientist’s Toolbox

166 ratings

Set up the data scientist's toolbox: install and use R and RStudio, track projects with Git and GitHub, write R Markdown reports, and frame good data questions.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

R Programming Basics for Data Science

276 ratings at edX

This course introduces you to R language fundamentals and covers common data structures, programming techniques, and how to manipulate data all with the help of the R programming language.

• edX
• 5 weeks, 1-2 hours a week
• Self-Paced
• Free Online Course (Audit)

R Programming Tutorial - Learn the Basics of Statistical Computing

1 rating

Learn R for statistical computing through data import, visualization, and introductory statistical methods.

• freeCodeCamp
• 2-3 hours
• Self-Paced
• Free Video

Harvard CS50's Introduction to R Programming - Full University Course

1 rating

Learn R programming by moving from data representation and transformation to tidying, visualization, testing, and packaging programs.

• freeCodeCamp
• 8 hours 49 minutes
• Self-Paced
• Free Video

The Analytics Edge

80 ratings

Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life.

• edX
• 13 weeks, 10-15 hours a week
• Self-Paced
• Free Certificate

• Best of All Time

Intermediate R

1011 ratings at DataCamp

Intermediate R is the next stop on your journey in mastering the R programming language.

• DataCamp
• 6 hours
• Self-Paced
• Free Trial Available

IIT Kanpur;  NPTEL

Advanced R Programming for Data Analytics in Business

Use R and RStudio to clean, visualize, and model business data with regression, panel-data, and classification methods for organizational decisions.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Data Science Dojo

Introduction to R Programming for Excel Users

Maps familiar Excel analysis tasks—tables, pivot tables, and charts—to their R equivalents, helping Excel users start analyzing and visualizing data in R.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

Introduction to Writing Functions in R

666 ratings at DataCamp

Being able to write your own functions makes your analyses more readable, with fewer errors, and more reusable from project to project.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Great Learning

R Programming for Beginners - Learn R in 3 Hours

2 ratings

Begin with R fundamentals, then manipulate and visualize data before demonstrating neural networks with R.

• YouTube
• 3 hours 29 minutes
• Self-Paced
• Free Video