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

University of Colorado Boulder
Modern Regression Analysis in R
Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Data Modeling, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Forecasting, Linear Algebra
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
30 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
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 Oriented, Decision Making, Cultural Diversity, Systems Thinking, Cross-Functional Collaboration, Governance, Stakeholder Management
4.8
Rating, 4.8 out of 5 stars
660 reviews
Mixed · Course · 1 - 3 Months
University of Colorado System
Introduction to C++ Programming and Unreal
Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Debugging, Computer Programming, Computer Programming Tools, Integrated Development Environments, Software Documentation, Virtual Environment, Data Storage, Scripting
4.6
Rating, 4.6 out of 5 stars
172 reviews
Intermediate · Course · 1 - 4 Weeks
MathWorks
MathWorks Computer Vision Engineer
Skills you'll gain: Computer Vision, Image Analysis, Anomaly Detection, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Matlab, Application Deployment, PyTorch (Machine Learning Library), Machine Learning, Supervised Learning, Data Visualization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Data Cleansing, Spatial Data Analysis, Machine Learning Methods, Visualization (Computer Graphics), Data Synthesis, Geospatial Information and Technology
4.7
Rating, 4.7 out of 5 stars
283 reviews
Beginner · Professional Certificate · 3 - 6 Months
Duke University
Interacting with the System and Managing Memory
Skills you'll gain: Maintainability, Program Development, C (Programming Language), Software Engineering, System Programming, Software Development, Simulations, Command-Line Interface, User Interface (UI), Interactive Design, Computer Programming, Data Structures, Debugging, Data Import/Export, File Management
4.3
Rating, 4.3 out of 5 stars
172 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Python for Data Analysis: Pandas & NumPy
Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Computer Programming
4.4
Rating, 4.4 out of 5 stars
315 reviews
Beginner · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Accounting Data Analytics with Python
Skills you'll gain: Jupyter, Matplotlib, Data Visualization, Pandas (Python Package), Data Manipulation, Statistical Visualization, SQL, Data Visualization Software, Seaborn, Data Processing, Data Structures, NumPy, Databases, Accounting, Data Science, Python Programming, Regression Analysis, Scripting Languages, Scripting
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
104 reviews
Intermediate · Course · 1 - 3 Months
Instituto Tecnológico de Aeronáutica
Princípios de Desenvolvimento Ágil de Software
Skills you'll gain: User Story, Agile Software Development, Backlogs, Agile Methodology, Scrum (Software Development), Sprint Retrospectives, Test Driven Development (TDD), Agile Project Management, Requirements Analysis, Sprint Planning, Software Development Methodologies, Software Engineering, Continuous Integration
4.6
Rating, 4.6 out of 5 stars
218 reviews
Intermediate · Course · 1 - 4 Weeks
Microsoft
Microsoft Full-Stack Developer
Skills you'll gain: Cascading Style Sheets (CSS), GitHub, Database Management, C# (Programming Language), Microsoft SQL Servers, HTML and CSS, ASP.NET, Load Balancing, Role-Based Access Control (RBAC), Scalability, Object Oriented Programming (OOP), Authentications, Full-Stack Web Development, .NET Framework, Programming Principles, Application Programming Interface (API), Graph Theory, User Interface (UI), User Interface and User Experience (UI/UX) Design, Data Structures
4.5
Rating, 4.5 out of 5 stars
73 reviews
Beginner · Professional Certificate · 3 - 6 Months
Akamai Technologies, Inc.
Akamai Customer Consulting and Support
Skills you'll gain: SQL, Linux, Endpoint Security, Database Management, HTML and CSS, Incident Response, Relational Databases, Network Security, Database Systems, Vulnerability Scanning, Linux Administration, File Systems, Routing Protocols, OSI Models, Responsive Web Design, Hypertext Markup Language (HTML), Application Development, TCP/IP, Scripting, MySQL
4.7
Rating, 4.7 out of 5 stars
229 reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free
Coursera Project Network
Dashboard Development with Shiny: GenAI for Retail Analysis
Skills you'll gain: Shiny (R Package), Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, R Programming, User Interface (UI), Ggplot2, Data Manipulation, Data Processing, Data Integration, Data Import/Export
Intermediate · Guided Project · Less Than 2 Hours
University of California, Santa Cruz
C++ For C Programmers, Part B
Skills you'll gain: C++ (Programming Language), Object Oriented Design, Software Design Patterns, Object Oriented Programming (OOP), Software Design, Programming Principles, Computer Programming, C (Programming Language), Debugging, Algorithms, Graph Theory, Artificial Intelligence, Data Structures, Computer Science
4.5
Rating, 4.5 out of 5 stars
326 reviews
Intermediate · Course · 1 - 3 Months