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

R Statistics Courses

R Statistics courses can help you learn data manipulation, statistical modeling, hypothesis testing, and data visualization techniques. You can build skills in regression analysis, time series forecasting, and creating reproducible reports. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, that support analyzing datasets and presenting findings effectively. By engaging with these tools, you can apply statistical methods to real-world problems, enhancing your ability to draw insights from data.


Popular R Statistics Courses and Certifications


  • J

    Johns Hopkins University

    Foundations of Probability and Random Variables

    Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Combinatorics, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Bayesian Statistics, Data Science, Simulations

    Intermediate Ā· Course Ā· 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evolución

    Skills you'll gain: Biology, Life Sciences, Environment, World History, Social Studies, Scientific Methods, European History, Taxonomy, Specimen Collection, Mathematical Modeling, Probability & Statistics

    ā˜… 4.8 (368) Ā· Beginner Ā· Specialization Ā· 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Science as a Field

    Skills you'll gain: Data Presentation, Technical Communication, Statistical Reporting, Data Storytelling, Data Science, Data Literacy, Data Analysis, Analysis, Applied Mathematics, Statistics, Computer Science

    ā˜… 4.3 (39) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

  • E

    Eindhoven University of Technology

    Improving Your Statistical Questions

    Skills you'll gain: Science and Research, Scientific Methods, Research Design, Research, Quantitative Research, Research Methodologies, General Science and Research, Statistical Reporting, Sample Size Determination, Simulations, Data Sharing, Statistical Inference, Statistical Methods, Statistical Analysis, Statistical Hypothesis Testing, Data Ethics, Computational Thinking, Data Synthesis, Probability & Statistics

    ā˜… 4.9 (112) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

  • U

    University of Pennsylvania

    Data Analysis Using Python

    Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Processing, Data Wrangling, Data Integration, Data Preprocessing, Data Manipulation, Scatter Plots, NumPy, Data Quality, Exploratory Data Analysis, Data Import/Export, Histogram, Python Programming

    ā˜… 4.5 (432) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

  • J

    Johns Hopkins University

    Clinical Trials Analysis, Monitoring, and Presentation

    Skills you'll gain: Clinical Monitoring, Sample Size Determination, Clinical Trials, Clinical Research, Statistical Reporting, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Methods, Patient Safety, Bayesian Statistics, Data Presentation, Communication

    ā˜… 4.7 (91) Ā· Beginner Ā· Course Ā· 1 - 3 Months

  • D

    Duke University

    Writing, Running, and Fixing Code in C

    Skills you'll gain: Debugging, Software Testing, Program Development, Development Testing, Test Planning, Simulations, Computer Programming, Programming Principles, Algorithms, Computer Programming Tools, C (Programming Language), Build Tools

    ā˜… 4.3 (827) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

  • C

    Caltech

    Pricing Options with Mathematical Models

    Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Risk Management, Probability, Advanced Mathematics, Differential Equations, Applied Mathematics, Calculus

    ā˜… 4.7 (39) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

  • T

    Tecnológico de Monterrey

    La gestión de los riesgos y la administración de los cambios en el proyecto

    Skills you'll gain: Risk Analysis, Project Risk Management, Risk Management, Change Control, Project Scoping, Risk Mitigation, Project Controls, Risk Management Framework, Risk Modeling, Management Reporting, Project Management, Change Management, Microsoft Project, Simulation and Simulation Software, Probability & Statistics

    ā˜… 4.8 (1.3K) Ā· Mixed Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    ā˜… 4.8 (144) Ā· Mixed Ā· Course Ā· 1 - 4 Weeks

  • C

    Coursera

    Improve Business Performance with Google Forms

    Skills you'll gain: Google Sheets, Data Visualization, User Feedback, Customer experience improvement, Spreadsheet Software, Customer Insights, Customer Analysis, Customer Service, Google Workspace, Trend Analysis, Analysis

    ā˜… 4.7 (560) Ā· Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • U

    University of Minnesota

    Nearest Neighbor Collaborative Filtering

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Unsupervised Learning, Data Mining, Algorithms, Correlation Analysis

    ā˜… 4.3 (308) Ā· Mixed Ā· Course Ā· 1 - 3 Months

1…858687…193

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

  • Foundations of Probability and Random Variables:Ā Johns Hopkins University
  • Evolución:Ā Universidad Nacional Autónoma de MĆ©xico
  • Data Science as a Field:Ā University of Colorado Boulder
  • Improving Your Statistical Questions:Ā Eindhoven University of Technology
  • Data Analysis Using Python:Ā University of Pennsylvania
  • Clinical Trials Analysis, Monitoring, and Presentation:Ā Johns Hopkins University
  • Writing, Running, and Fixing Code in C:Ā Duke University
  • Pricing Options with Mathematical Models:Ā Caltech
  • La gestión de los riesgos y la administración de los cambios en el proyecto:Ā Tecnológico de Monterrey
  • Introduction to Predictive Modeling:Ā University of Minnesota

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
  • MasterTrackĀ® 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
Logo of Certified B Corporation
Ā© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok