What is R programming?

R programming is the use of the R computer language for statistical analysis and graphic presentation. R is commonly used in business and research computing environments to analyze and visualize data, then create reports that can be used for decision making. R programming is increasingly more important given the expansion of big data for analysis.

Why learn R programming?

It's important to learn R programming if you want to be able to build computer programs that wrangle data and convert it into usable information. Organizations often have large amounts of data but are unable to understand what it means. Using programs written by R, you can generate Bayesian statistics and graphic analysis for business analytics, public health, and medical research, among other industries. Learning R is a component of learning data science, so another reason to study R programming is to get some of the fundamentals completed before venturing deeper into computer science studies.

What are typical careers that use R programming?

Typical careers that use R programming are in business analytics, financial services, and medical research. It is also a skill used in many data science roles. R programming pulls out information from large sets of data, so any field that calls for statistical inference from big data needs competent R programmers to create the analytics and reports needed. Some experience with R programming is useful for people who will be managing programming teams or requesting reports made from programs written in R. As big data analysis becomes more important in more fields, R programming becomes more valuable in the workplace.

How can online courses help me learn R programming?

Online courses can help you learn R programming by introducing the fundamentals of the language, teaching how it connects to such industries as finance and health care, and offering projects that let you show what you have learned. Courses are offered at all levels, from beginning to advanced. Many of them set you up for further work in data science or allow you to earn a specialization or certificate.

What are the benefits of taking an online R Programming course?

Online R Programming courses offer a convenient and flexible way to enhance your knowledge or learn new R Programming skills. Choose from a wide range of R Programming courses offered by top universities and industry leaders tailored to various skill levels.

What R Programming courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in R Programming, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top R Programming Courses - Learn R Programming Online

Explore the R Programming Course Catalog

École Polytechnique Fédérale de Lausanne
Systèmes d’Information Géographique - Partie 1
Skills you'll gain: Geographic Information Systems, Data Modeling, GIS Software, SQL, Spatial Data Analysis, Query Languages, Relational Databases, Land Management, Global Positioning Systems, Environmental Science, Data Capture, Data Storage
4.5
Rating, 4.5 out of 5 stars
284 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Michigan State University
Game Design and Development 1: 2D Shooter
Skills you'll gain: Game Design, Unity Engine, Video Game Development, Peer Review, Cross Platform Development, User Interface (UI), Software Design, C# (Programming Language), UI Components, Object Oriented Programming (OOP), Animations, Scripting, Creativity
4.7
Rating, 4.7 out of 5 stars
500 reviews
Beginner · Course · 1 - 4 Weeks
École Polytechnique Fédérale de Lausanne
Initiation à la programmation (en Java)
Skills you'll gain: Programming Principles, Computer Programming, Data Structures, Java, Object Oriented Programming (OOP), Development Environment, Algorithms, Debugging
4.8
Rating, 4.8 out of 5 stars
434 reviews
Beginner · Course · 1 - 3 Months
Nanjing University
Data Processing Using Python
Skills you'll gain: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Analysis, Python Programming, Pandas (Python Package), NumPy, Data Visualization, Data Import/Export, Data Manipulation, Matplotlib, User Interface (UI) Design
4.1
Rating, 4.1 out of 5 stars
374 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Codio
Data Analysis in R with RStudio & Tidyverse
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling
4.3
Rating, 4.3 out of 5 stars
19 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Importing Data in the Tidyverse
Skills you'll gain: Data Import/Export, Web Scraping, Tidyverse (R Package), Data Integration, Data Manipulation, Data Transformation, Relational Databases, Google Sheets, Unstructured Data, R Programming, Extensible Markup Language (XML), Spreadsheet Software, Databases, SQL, Data Storage, Application Programming Interface (API)
4.7
Rating, 4.7 out of 5 stars
49 reviews
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Vanderbilt University
AI Agents and Agentic AI with Python & Generative AI
Skills you'll gain: Generative AI Agents, Python Programming, Agentic systems, Generative AI, Artificial Intelligence, OpenAI, ChatGPT, Prompt Engineering, Software Development Tools, Application Development, Prototyping, Automation, Large Language Modeling, Interoperability, Systems Integration, Software Documentation, Design Strategies, File Management
4.7
Rating, 4.7 out of 5 stars
110 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Introduction to Software, Programming, and Databases
Skills you'll gain: Software Development Life Cycle, Computing Platforms, Cloud Applications, Database Management, Cloud Computing, Relational Databases, Data Access, Information Technology, Database Application, Software Installation, Browser Compatibility, SQL, Computer Programming, System Configuration, Software Versioning, Javascript
4.8
Rating, 4.8 out of 5 stars
391 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Vanderbilt University
Java for Android
Skills you'll gain: Android Studio, Android Development, Object Oriented Programming (OOP), Java Programming, Java, Mobile Development, Data Structures, Integrated Development Environments, Computer Programming, Development Environment, Debugging, Algorithms
4.5
Rating, 4.5 out of 5 stars
3.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
LearnQuest
Scrum Master Certification: Scaling Agile and the Team-of-Teams
Skills you'll gain: Scaled Agile Framework, Agile Software Development, Agile Methodology, Scalability, Behavior-Driven Development, Agile Product Development, Agile Project Management, Sprint Planning, Software Development, Continuous Integration, Virtualization, Program Development, Virtual Environment, Test Driven Development (TDD), Hardware Architecture
4.5
Rating, 4.5 out of 5 stars
462 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
API Development on Google Cloud's Apigee API Platform
Skills you'll gain: Application Programming Interface (API), Cloud API, API Design, Continuous Deployment, CI/CD, Restful API, Application Deployment, Google Cloud Platform, Continuous Integration, Middleware, Application Performance Management, JSON, Software Versioning, Proxy Servers, Scalability, Extensible Markup Language (XML)
4.6
Rating, 4.6 out of 5 stars
1K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
MathWorks
Exploratory Data Analysis with MATLAB
Skills you'll gain: Interactive Data Visualization, Data Import/Export, Technical Communication, Data Analysis, Exploratory Data Analysis, Data Visualization Software, Data Science, Matlab, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Manipulation, Data Mapping, Scripting
4.8
Rating, 4.8 out of 5 stars
813 reviews
Beginner · Course · 1 - 3 Months