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
Machine Learning: Theory and Hands-on Practice with Python
Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Matplotlib, Statistical Machine Learning, Random Forest Algorithm, Predictive Modeling, Statistical Visualization, Python Programming, Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Science
Build toward a degree
3.5
Rating, 3.5 out of 5 stars
112 reviews
Intermediate · Specialization · 3 - 6 Months
Status: New
Duke University
Data Science with R
Skills you'll gain: Data Ethics, Version Control, Ggplot2, R Programming, Web Scraping, GitHub, Data Visualization Software, Data Visualization, Statistical Methods, Git (Version Control System), Data Wrangling, Tidyverse (R Package), Data Manipulation, Data Integrity, Data Import/Export, Data Collection, Data Cleansing, Data Presentation, Research, Data Science
4.8
Rating, 4.8 out of 5 stars
12 reviews
Beginner · Specialization · 1 - 3 Months
Arm
Arm Cortex-M Architecture and Software Development
Skills you'll gain: Embedded Software, Performance Tuning, System Programming, Software Development Tools, Embedded Systems, Microarchitecture, Software Development, Hardware Architecture, Debugging, Program Development, Application Security, Computer Architecture, System Configuration, C (Programming Language), Application Development, C++ (Programming Language), Computer Programming, System Requirements, Computer Hardware, Cybersecurity
4.6
Rating, 4.6 out of 5 stars
181 reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
JavaScript, jQuery, and JSON
Skills you'll gain: JSON, jQuery, Javascript and jQuery, Ajax, Debugging, Web Development Tools, Event-Driven Programming, Javascript, PHP (Scripting Language), Object Oriented Programming (OOP), Data Import/Export, Web Applications
4.6
Rating, 4.6 out of 5 stars
823 reviews
Intermediate · Course · 1 - 4 Weeks
IBM
COBOL Programming with VSCode
Skills you'll gain: Integrated Development Environments, Business Logic, Data Store, Programming Principles, Computer Programming Tools, Computer Programming, Development Environment, Debugging, File Management, Procedure Development
4.7
Rating, 4.7 out of 5 stars
185 reviews
Beginner · Course · 1 - 4 Weeks
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
Johns Hopkins University
Mastering Software Development in R Capstone
Skills you'll gain: Software Documentation, Leaflet (Software), Technical Documentation, Data Manipulation, Data Cleansing, Data Transformation, Data Visualization Software, Code Review, R Programming, GitHub, Geospatial Mapping, Continuous Integration, Software Testing
4
Rating, 4 out of 5 stars
44 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Tidy Messy Data using tidyr in R
Skills you'll gain: Ggplot2, Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation
4.6
Rating, 4.6 out of 5 stars
10 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Introduction to Accounting Data Analytics and Visualization
Skills you'll gain: Tableau Software, Data Visualization Software, Excel Macros, Analytics, Accounting and Finance Software, Analytical Skills, Pivot Tables And Charts, Accounting Systems, Business Analytics, Microsoft Excel, Data Analysis, Regression Analysis, Financial Modeling, Visual Basic (Programming Language)
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
441 reviews
Beginner · Course · 1 - 3 Months
Amazon Web Services
Migrating to the AWS Cloud
Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Security, Cloud Computing, Infrastructure Architecture, Cloud Storage, Managed Services
4.5
Rating, 4.5 out of 5 stars
233 reviews
Intermediate · Course · 1 - 4 Weeks
IBM
JavaScript Programming Essentials
Skills you'll gain: Ajax, Javascript, Data Structures, Debugging, JSON, Scripting, Web Development, Front-End Web Development, HTML and CSS, Event-Driven Programming, Application Programming Interface (API)
4.6
Rating, 4.6 out of 5 stars
137 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Introduction to HTML
Skills you'll gain: Hypertext Markup Language (HTML), Front-End Web Development, Web Design and Development, Web Development, Web Development Tools, Web Applications, Web Content
4.6
Rating, 4.6 out of 5 stars
2.1K reviews
Beginner · Guided Project · Less Than 2 Hours