• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • R Programming

R Courses

R courses can help you learn data manipulation, statistical analysis, data visualization, and programming fundamentals. You can build skills in creating reproducible research, performing regression analysis, and implementing machine learning algorithms. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, which enhance your ability to analyze datasets and present findings effectively.

Popular R Courses and Certifications


  • U

    University of Illinois Urbana-Champaign

    VLSI CAD Part I: Logic

    Skills you'll gain: Computational Logic, Application Specific Integrated Circuits, Theoretical Computer Science, Data Structures, Verification And Validation, Systems Design, Algorithms, Programming Principles, Design Software, Model Optimization, Digital Design

    4.6 stars, 557 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (557) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Microsoft Back-End Developer

    Skills you'll gain: CI/CD, C# (Programming Language), SQL, Database Management, Azure DevOps, Object Oriented Design, Continuous Integration, Object Oriented Programming (OOP), Version Control, ASP.NET, GitHub, Git (Version Control System), Debugging, Relational Databases, Secure Coding, .NET Framework, Microsoft Copilot, Scalability, Graph Theory, Data Structures

    4.5 stars, 403 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.5 (403) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Data Preprocessing, Embedded Systems, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Responsible AI, Model Deployment, Convolutional Neural Networks, Predictive Modeling, Feature Engineering, Computer Programming

    4.8 stars, 766 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (766) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Inferential Statistical Analysis with Python

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Data-Driven Decision-Making, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Analysis, Statistical Programming, Python Programming

    4.6 stars, 937 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (937) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    ESSEC Business School

    Foundations of marketing analytics

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Customer Analysis, Business Marketing, Advanced Analytics, Marketing Strategies, Business Analytics, Statistical Programming, Customer Insights, R Programming, R (Software), Customer Data Management, Data-Driven Decision-Making, Data Analysis Software, Target Market, Predictive Analytics, Statistical Analysis, Statistical Modeling, Predictive Modeling, Statistical Methods

    4.6 stars, 762 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (762) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7 stars, 842 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (842) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Epic Games

    Epic Games Game Design

    Skills you'll gain: Game Design, Unreal Engine, Video Game Development, Software Design Documents, Ideation, 3D Modeling, Animation and Game Design, 3D Assets, Visualization (Computer Graphics), User Experience Design, Usability, User Interface (UI), User Interface and User Experience (UI/UX) Design, User Experience, User Interface (UI) Design, Interactive Design, Virtual Environment, Software Documentation, Version Control, Prototyping

    4.3 stars, 654 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.3 (654) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Architecting Solutions on AWS

    Skills you'll gain: Serverless Computing, AWS Identity and Access Management (IAM), Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Cloud Solutions, User Accounts, Identity and Access Management, Amazon Web Services, Software Architecture, IT Security Architecture, Back-End Web Development, API Gateway, Hybrid Cloud Computing, Cloud Engineering, Systems Architecture, Enterprise Architecture, Cloud Management, Data Analysis, Data Visualization

    4.8 stars, 586 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (586) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Virginia

    Hypothesis-Driven Development

    Skills you'll gain: Usability Testing, Continuous Delivery, Product Testing, Agile Product Development, Continuous Deployment, DevOps, Agile Methodology, Agile Software Development, User Research, Product Development, Lean Methodologies, Innovation

    4.7 stars, 1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Michigan State University

    Game Design and Development with Unity

    Skills you'll gain: Unity Engine, Game Design, 3D Assets, Video Game Development, 3D Modeling, Software Design Documents, Peer Review, Cross Platform Development, Animation and Game Design, Prototyping, C# (Programming Language), User Interface (UI), User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Experience Design, Storytelling, Software Documentation, User Experience Design, UI Components, Conceptual Design

    4.7 stars, 672 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (672) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Scrimba

    Frontend Development

    Skills you'll gain: Responsive Web Design, JSON, User Interface (UI) Design, Color Theory, Cascading Style Sheets (CSS), User Interface (UI), HTML and CSS, Hypertext Markup Language (HTML), Restful API, Web Content Accessibility Guidelines, Event-Driven Programming, Web Design, Typography, API Design, Web Applications, User Interface and User Experience (UI/UX) Design, Application Programming Interface (API), React.js, Javascript, Web Development

    4.7 stars, 600 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (600) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Building Smarter Software: GenAI Tools and Practices

    Skills you'll gain: Test Planning, Prompt Engineering, Version Control, OpenAI API, Debugging, Google Gemini, Flask (Web Framework), Software Design Patterns, Git (Version Control System), GitLab, Responsible AI, Infrastructure as Code (IaC), GitHub, Collaborative Software, Application Programming Interface (API), Mobile Development, Front-End Web Development, Back-End Web Development, Application Development, Artificial Intelligence and Machine Learning (AI/ML)

    4.5 stars, 791 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (791) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…757677…513

In summary, here are 10 of our most popular r programming courses

  • VLSI CAD Part I: Logic: University of Illinois Urbana-Champaign
  • Microsoft Back-End Developer: Microsoft
  • Introduction to Embedded Machine Learning: Edge Impulse
  • Inferential Statistical Analysis with Python: University of Michigan
  • Foundations of marketing analytics: ESSEC Business School
  • State Estimation and Localization for Self-Driving Cars: University of Toronto
  • Epic Games Game Design: Epic Games
  • Architecting Solutions on AWS: Amazon Web Services
  • Hypothesis-Driven Development: University of Virginia
  • Game Design and Development with Unity: Michigan State University

Skills you can learn in Data Analysis

Analytics (85)
Big Data (64)
Python Programming (47)
Business Analytics (40)
R Programming (37)
Statistical Analysis (36)
Sql (33)
Data Model (29)
Data Mining (27)
Exploratory Data Analysis (26)
Data Modeling (21)
Data Manipulation (20)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok