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

Coursera Project Network
Create Your First Web App with Python and Flask
Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Object-Relational Mapping, Database Application, Back-End Web Development, Python Programming
4.5
Rating, 4.5 out of 5 stars
549 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Infosec
JavaScript Security
Skills you'll gain: Authentications, Application Security, Serverless Computing, Secure Coding, Security Testing, Cryptography, Risk Management Framework, Threat Modeling, Cloud Security, Infrastructure Security, Package and Software Management, Node.JS, Web Applications, Javascript, Vulnerability Management, Cloud Services, Cloud Platforms, Web Development, Identity and Access Management, Dependency Analysis
4.5
Rating, 4.5 out of 5 stars
107 reviews
Intermediate · Specialization · 1 - 3 Months
École Polytechnique Fédérale de Lausanne
Initiation à la programmation (en Java)
Skills you'll gain: Programming Principles, Computer Programming, Java, Data Structures, Algorithms, Debugging
4.8
Rating, 4.8 out of 5 stars
434 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
SAS
Doing More with SAS Programming
Skills you'll gain: SAS (Software), Data Manipulation, Consolidation, Data Transformation, Data Processing, Data Analysis, Data Presentation
4.8
Rating, 4.8 out of 5 stars
939 reviews
Intermediate · Course · 1 - 3 Months
University of Manchester
Managing Responsibly: Practicing Sustainability, Responsibility and Ethics
Skills you'll gain: Corporate Sustainability, Business Ethics, Environmental Social And Corporate Governance (ESG), Intercultural Competence, Ethical Standards And Conduct, Team Management, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Organizational Change, Governance, Stakeholder Management
4.8
Rating, 4.8 out of 5 stars
664 reviews
Mixed · 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: Free Trial
Wesleyan University
Data Management and Visualization
Skills you'll gain: Descriptive Statistics, Data Manipulation, Data Presentation, Data Management, Data Literacy, Graphing, SAS (Software), Peer Review, Data Analysis, Statistics, Research Reports, Exploratory Data Analysis, Python Programming
4.4
Rating, 4.4 out of 5 stars
937 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Rice University
Linear Regression for Business Statistics
Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Inference, Business Analytics, Microsoft Excel, Estimation, Data Analysis, Data Transformation
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Mixed · Course · 1 - 4 Weeks
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
University of Michigan
Advanced Styling with Responsive Design
Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), Wireframing, Front-End Web Development, Browser Compatibility, Usability, User Interface (UI), Web Content Accessibility Guidelines, Mobile Development Tools
4.7
Rating, 4.7 out of 5 stars
4.6K reviews
Beginner · Course · 1 - 4 Weeks
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
105 reviews
Beginner · Course · 1 - 3 Months