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

    R for Data Science Courses Online

    Learn R for data science applications. Understand how to use R for data analysis, machine learning, and data visualization.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

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

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the R for Data Science Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Clinical Data Science

      Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Data Manipulation, Extract, Transform, Load, Clinical Research, Ggplot2, Data Modeling, Data Quality, Data Visualization, Data Mapping, Data Ethics, Predictive Modeling, Data Wrangling, Natural Language Processing, Data Transformation, Database Design, Text Mining, Intensive Care Unit, Health Informatics, R Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      476 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      Y

      Yale University

      The Science of Well-Being

      Skills you'll gain: Growth Mindedness, Optimism, Positive Behavior Support, Goal Setting, Resilience, Self-Motivation, Self-Awareness, Behavior Management, Psychology, Decision Making, Productivity, Mental Health, Social Skills, Mindfulness

      4.9
      Rating, 4.9 out of 5 stars
      ·
      39K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Data Engineering, Big Data, and Machine Learning on GCP

      Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Data Lakes, Data Warehousing, Real Time Data, Data Visualization, Cloud Storage, Big Data, Tensorflow, Data Infrastructure, Extract, Transform, Load, Data Integration, Apache Spark, Data Processing, Unstructured Data, Analytics, MLOps (Machine Learning Operations), Cloud API, Cloud Infrastructure

      4.6
      Rating, 4.6 out of 5 stars
      ·
      18K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Statistical Analysis with R for Public Health

      Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Sampling (Statistics), Probability Distribution, Statistical Analysis, Statistics, Regression Analysis, Quantitative Research, Data Analysis, Biostatistics, Data Quality, Statistical Inference, R Programming, Public Health, Time Series Analysis and Forecasting, Descriptive Statistics, Statistical Modeling, Epidemiology, Predictive Modeling, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Python for Data Science

      Skills you'll gain: Feature Engineering, Data Visualization, Exploratory Data Analysis, Probability & Statistics, Data Presentation, Data Wrangling, Jupyter, Data Storytelling, Statistics, Pandas (Python Package), Data Processing, Data Science, Data Manipulation, Data Cleansing, Statistical Analysis, Data Transformation, Data Analysis, Programming Principles, Python Programming, Matplotlib

      4.1
      Rating, 4.1 out of 5 stars
      ·
      50 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Preparing Data for Analysis with Microsoft Excel

      Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis, Power BI, Timelines, Data Literacy, Data Cleansing, Data Manipulation, Data Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.8K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Exploratory Data Analysis for Machine Learning

      Skills you'll gain: Feature Engineering, Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Science, Artificial Intelligence, Statistical Analysis, Data Transformation, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.3K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Calculus for Machine Learning and Data Science

      Skills you'll gain: Calculus, Applied Mathematics, Advanced Mathematics, Numerical Analysis, Mathematical Modeling, Deep Learning, Machine Learning, Artificial Neural Networks, Python Programming, Visualization (Computer Graphics), Derivatives

      4.8
      Rating, 4.8 out of 5 stars
      ·
      872 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Python for Data Analysis: Pandas & NumPy

      Skills you'll gain: NumPy, Pandas (Python Package), Data Analysis, Data Science, Exploratory Data Analysis, Python Programming, Data Manipulation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      353 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Linear Algebra for Machine Learning and Data Science

      Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Python Programming, Machine Learning, Artificial Neural Networks

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.1K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      IBM Data Architecture

      Skills you'll gain: NoSQL, Data Warehousing, SQL, Apache Spark, Apache Hadoop, Linux Commands, Database Administration, Data Architecture, Data Migration, Data Security, IBM DB2, Bash (Scripting Language), Data Pipelines, Apache Airflow, Database Design, MySQL, Cloud Storage, Database Management, Database Architecture and Administration, Extract, Transform, Load

      4.6
      Rating, 4.6 out of 5 stars
      ·
      6.8K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Share Data Through the Art of Visualization

      Skills you'll gain: Data Presentation, Data Storytelling, Data Visualization, Data Literacy, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Presentations, Exploratory Data Analysis, Data Analysis, Design Elements And Principles

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9.7K reviews

      Beginner · Course · 1 - 4 Weeks

    R For Data Science learners also search

    R for Data Analysis
    Data Science
    R
    Data
    Python for Data Analysis
    Applied Data Science
    Beginner Data Science
    Data Science Projects
    1…678…834

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

    • Clinical Data Science: University of Colorado System
    • The Science of Well-Being: Yale University
    • Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
    • Statistical Analysis with R for Public Health: Imperial College London
    • Python for Data Science: Fractal Analytics
    • Preparing Data for Analysis with Microsoft Excel: Microsoft
    • Exploratory Data Analysis for Machine Learning: IBM
    • Calculus for Machine Learning and Data Science: DeepLearning.AI
    • Python for Data Analysis: Pandas & NumPy: Coursera Project Network
    • Linear Algebra for Machine Learning and Data Science: DeepLearning.AI

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok