• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • R

    R Courses Online

    Master R programming for statistical computing and data analysis. Learn about R syntax, data manipulation, and visualization techniques.

    Filter by

    Subject
    Required
     *
    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *
    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Earn a university-issued career credential in a flexible, interactive format.
    Level
    Required
     *
    Duration
    Required
     *
    Skills
    Required
     *
    Subtitles
    Required
     *
    Educator
    Required
     *

    Explore the R Course Catalog

    • Status: Free
      Free
      D

      Duke University

      Inferenzstatistik

      Skills you'll gain: Design and Product

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Awwvision: Cloud Vision API from a Kubernetes Cluster

      Skills you'll gain: Kubernetes

      Intermediate · Project · Less Than 2 Hours

    • S

      SkillUp EdTech

      Improvement Techniques and Control Tools

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      Advanced Machine Learning and Deep Learning

      Skills you'll gain: Deep Learning, Shiny (R Package), Applied Machine Learning, Image Analysis, PyTorch (Machine Learning Library), Predictive Modeling, Artificial Neural Networks, Tensorflow, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Computer Vision, Machine Learning, Dimensionality Reduction, Unsupervised Learning, Interactive Data Visualization, Time Series Analysis and Forecasting, Data Processing

      Advanced · Course · 1 - 3 Months

    • D

      Dartmouth College

      Reflections from 40 Years Fighting International Epidemics

      Skills you'll gain: Epidemiology

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau

      Skills you'll gain: Power BI, Data Storytelling, Dashboard, Alteryx, Data Analysis Expressions (DAX), Pivot Tables And Charts, R Programming, Microsoft Excel, Data Visualization Software, Statistical Programming, Tableau Software, Data Transformation, Interactive Data Visualization, Business Reporting, Excel Formulas, Automation, Python Programming, Programming Principles, Scripting, Debugging

      Intermediate · Specialization · 3 - 6 Months

    • Placeholder
      U

      UBITS

      Servicio al cliente desde el punto de vista logístico

      Skills you'll gain: Customer Service, Logistics, Order Delivery, Inventory Management System, Supply Chain, Supply Chain Planning, Marketing Operations, Service Improvement, Operational Efficiency

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      Status: Free
      Free
      C

      Coursera Project Network

      Data Structures with C: Upgrade a Rocket Display Module

      Skills you'll gain: Embedded Systems, C (Programming Language), Embedded Software, Data Structures, Programming Principles, Maintainability, Program Development, Data Management, Data Storage Technologies

      Intermediate · Guided Project · Less Than 2 Hours

    • Placeholder
      Status: Free
      Free
      B

      Ball State University

      DSCI 602: Statistical Methods for Data Science (2024)

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • Placeholder
      P

      Packt

      Django (Python) Web Framework - The Comprehensive Guide

      Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Restful API, Bootstrap (Front-End Framework), Model View Controller, Application Deployment, Web Design and Development, HTML and CSS, User Accounts, Database Management, Back-End Web Development, SQL, Development Environment, Data Migration

      Intermediate · Course · 3 - 6 Months

    • Placeholder
      P

      Packt

      Data Analytics and Visualization with Tableau and more

      Skills you'll gain: Data Storytelling, Alteryx, Dashboard, R Programming, Data Visualization Software, Interactive Data Visualization, Statistical Programming, Tableau Software, Data Analysis, Data Manipulation, Statistical Analysis, Data Cleansing, Data Integration, Workflow Management, Data Transformation, Data Import/Export, Data Structures

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      U

      Universidad Nacional Autónoma de México

      MOOC X MOOC

      Beginner · Course · 1 - 4 Weeks

    R learners also search

    Data
    Data Analysis
    Data Science
    Data Analytics
    Analysis
    R Programming
    Beginner Data Analysis
    Beginner Data Analysis
    1…394041…43

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

    • Inferenzstatistik: Duke University
    • Awwvision: Cloud Vision API from a Kubernetes Cluster: Google Cloud
    • Improvement Techniques and Control Tools: SkillUp EdTech
    • Advanced Machine Learning and Deep Learning: Packt
    • Reflections from 40 Years Fighting International Epidemics: Dartmouth College
    • Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau: Packt
    • Servicio al cliente desde el punto de vista logístico: UBITS
    • Data Structures with C: Upgrade a Rocket Display Module: Coursera Project Network
    • DSCI 602: Statistical Methods for Data Science (2024): Ball State University
    • Django (Python) Web Framework - The Comprehensive Guide: Packt

    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)

    Frequently Asked Questions about R

    R programming courses on Coursera offer learners an opportunity to master a wide array of skills essential for data analysis, statistical computing, and graphical representation, including:

    • Fundamentals of R syntax and programming environment
    • Data manipulation and cleaning techniques using R packages like dplyr and tidyr
    • Statistical analysis and model building to interpret complex data sets
    • Creating compelling visualizations with ggplot2 and other visualization tools
    • Developing reproducible reports and interactive web apps with R Markdown and Shiny
    • Applying R in various domains such as finance, healthcare, and academic research ‎

    Coursera’s R programming courses are designed to welcome learners at different levels of expertise:

    • No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts.
    • Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills.
    • Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.‎

    Coursera’s R programming courses are designed to welcome learners at different levels of expertise:

    • No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts.
    • Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills.
    • Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.‎

    Engaging in R programming courses on Coursera can lead to several forms of recognition that highlight your skills and dedication:

    • Course Certificates: These certificates demonstrate your success in individual R programming courses, showcasing your skills in specific aspects of the language.
    • Professional Certificates: Obtain these by completing a series of courses that prepare you for data analysis and statistical roles using R.
    • Specializations: Deepen your proficiency with comprehensive course sequences that focus on specific areas such as statistical analysis, machine learning, or advanced data visualization with R. ‎

    Looking to enhance your team's R programming skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our R programming training options and make a purchase, please visit our Coursera for Teams page.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

    Other topics to explore

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

    Coursera Footer

    Learn Key Technologies

    • Python
    • SQL
    • Microsoft Excel
    • Power BI
    • Tableau
    • R Programming
    • Git
    • Docker
    • AWS
    • TensorFlow

    Essential Skills

    • Data Analytics
    • Artificial Intelligence
    • Cybersecurity
    • Digital Marketing
    • Machine Learning
    • Statistical Analysis
    • Database Management
    • Web Development
    • Financial Modeling
    • Business Analysis

    Industry Solutions

    • Healthcare Analytics
    • Sales
    • Digital Transformation
    • Supply Chain
    • Marketing Analytics
    • HR Analytics
    • Social Media Marketing
    • Risk Management
    • Sustainability
    • E-commerce

    Career Paths

    • Data Scientist
    • Data Analyst
    • Machine Learning Engineer
    • Full Stack Developer
    • Project Manager
    • Product Manager
    • Data Engineer
    • Digital Marketing Specialist
    • Cybersecurity Analyst
    • Career Aptitude Test

    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
    • ECTS Credit Recommendations

    Community

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

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Placeholder
    Placeholder
    Placeholder
    © 2025 Coursera Inc. All rights reserved.
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder