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

Duke University
Java Programming: Principles of Software Design
Skills you'll gain: Object Oriented Programming (OOP), Java, Software Engineering, Programming Principles, Software Design, Predictive Modeling, Algorithms, Data Structures, Performance Testing, Generative AI, Debugging, Application Programming Interface (API)
4.6
Rating, 4.6 out of 5 stars
1.5K reviews
Beginner · Course · 1 - 3 Months
University of Michigan
Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript
Skills you'll gain: Data Structures, 3D Modeling, Computational Logic, Computer Graphics, Visualization (Computer Graphics), Design, Digital Design, Python Programming, Scripting, Computer Programming
4.9
Rating, 4.9 out of 5 stars
100 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Introduction to High-Performance and Parallel Computing
Skills you'll gain: Bash (Scripting Language), Scalability, Performance Testing, Distributed Computing, Computer Systems, Big Data, Operating Systems, Performance Tuning, File Systems, Linux, Command-Line Interface, Programming Principles
Build toward a degree
3.6
Rating, 3.6 out of 5 stars
137 reviews
Beginner · Course · 1 - 4 Weeks
Universidad Austral
Introducción a la programación con Python
Skills you'll gain: Debugging, Programming Principles, Software Installation, Python Programming, Development Environment, Integrated Development Environments, Scripting Languages, Program Development, Scripting, Computer Programming
4.6
Rating, 4.6 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 4 Weeks
University of London
Responsive Web Design
Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design, Human Computer Interaction, Interaction Design, User Interface (UI), Web Design and Development, Bootstrap (Front-End Framework), Usability, User Experience Design, Wireframing, Data Structures, Javascript
4.6
Rating, 4.6 out of 5 stars
1.9K reviews
Mixed · Course · 1 - 3 Months
University at Buffalo
Decentralized Applications (Dapps)
Skills you'll gain: Blockchain, Test Driven Development (TDD), Application Development, Application Frameworks, Web Development Tools, Software Architecture, Web Applications, Development Environment, Application Programming Interface (API), Software Development, Software Development Tools, Software Design, Software Testing
4.5
Rating, 4.5 out of 5 stars
1.2K reviews
Intermediate · Course · 1 - 4 Weeks
Google
Google Data Analytics
Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Data Visualization, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, Analytical Skills, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, Google Sheets, SQL, Data Collection, Data Analysis, Sampling (Statistics), Interviewing Skills
4.5
Rating, 4.5 out of 5 stars
312 reviews
Beginner · Professional Certificate · 3 - 6 Months
University of California San Diego
Mastering the Software Engineering Interview
Skills you'll gain: Growth Mindedness, Technical Communication, Interviewing Skills, Adaptability, Algorithms, Overcoming Obstacles, Software Engineering, Verbal Communication Skills, Interpersonal Communications, Communication, Problem Solving, Professional Development, Complex Problem Solving, Data Structures
4.6
Rating, 4.6 out of 5 stars
555 reviews
Intermediate · Course · 1 - 3 Months
Rice University
Python Data Analysis
Skills you'll gain: Data Processing, Data Manipulation, Data Structures, Scripting, Data Import/Export, Scripting Languages, Data Analysis, Python Programming, Data Storage, Data Management
4.7
Rating, 4.7 out of 5 stars
887 reviews
Beginner · Course · 1 - 4 Weeks
SAS
SAS Advanced Programmer
Skills you'll gain: SQL, SAS (Software), Database Management, Query Languages, Data Access, Relational Databases, Program Development, Data Presentation, Scripting, Perl (Programming Language), Data Processing, Automation, Statistical Programming, Data Integration, Stored Procedure, Data Manipulation, Data Analysis, Data Transformation, Debugging
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
399 reviews
Intermediate · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Data Visualization Capstone
Skills you'll gain: Data Visualization Software, Statistical Visualization, Data Storytelling, Data Manipulation, Data Presentation, Ggplot2, Statistical Reporting, Data Wrangling, Dashboard, Data Analysis, Data Cleansing, Exploratory Data Analysis, R Programming, Tidyverse (R Package), Data Import/Export, Rmarkdown
5
Rating, 5 out of 5 stars
33 reviews
Mixed · Course · 1 - 4 Weeks
Microsoft
Microsoft Generative AI for Data Analysis
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Data Visualization, Infographics, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Business Reporting, Risk Analysis, Text Mining, Risk Management, Data Quality, Report Writing, Data Pipelines, Data Cleansing
4.3
Rating, 4.3 out of 5 stars
54 reviews
Intermediate · Professional Certificate · 3 - 6 Months