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
Python Essentials for MLOps
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Data Manipulation, Software Testing, Data Import/Export, Python Programming, Debugging, Data Structures, Object Oriented Programming (OOP), Scripting, Program Development, Numerical Analysis, Application Programming Interface (API), Command-Line Interface, Computer Programming
4.2
Rating, 4.2 out of 5 stars
237 reviews
Intermediate · Course · 1 - 3 Months
University of California, Davis
Data Wrangling, Analysis and AB Testing with SQL
Skills you'll gain: Feature Engineering, A/B Testing, Data Cleansing, Data Quality, SQL, Data Validation, Data Manipulation, Data Transformation, Data Wrangling, Data Integrity, Data Analysis, Time Series Analysis and Forecasting
3.3
Rating, 3.3 out of 5 stars
981 reviews
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Modernize Infrastructure and Applications with Google Cloud
Skills you'll gain: Serverless Computing, Digital Transformation, Application Programming Interface (API), Business Transformation, Hybrid Cloud Computing, Cloud Infrastructure, Google Cloud Platform, Containerization, Cloud Computing Architecture, Multi-Cloud, Technology Strategies, Cloud Computing, Cloud Applications, Kubernetes, Virtual Machines
4.7
Rating, 4.7 out of 5 stars
1.6K reviews
Beginner · Course · 1 - 4 Weeks
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
Status: Free
École Polytechnique Fédérale de Lausanne
Planning & Design of Sanitation Systems and Technologies
Skills you'll gain: Sanitation, Public Works, Civil Engineering, Water Resources, Land Development, Systems Thinking, Community Development, Environment and Resource Management, Process Engineering, Governance, Data Collection, Diversity Awareness
4.8
Rating, 4.8 out of 5 stars
1.1K reviews
Intermediate · Course · 1 - 3 Months
SAS
Practicing for the SAS Programming Certification Exam
Skills you'll gain: SAS (Software), Data Analysis, Exploratory Data Analysis, Statistical Programming, Data Manipulation, Data Transformation, Data Import/Export
4.8
Rating, 4.8 out of 5 stars
93 reviews
Intermediate · Course · 1 - 4 Weeks
LearnQuest
Spring Framework
Skills you'll gain: Spring Framework, Microservices, JUnit, Model View Controller, Restful API, Application Frameworks, Spring Boot, Software Architecture, API Gateway, Web Services, Object-Relational Mapping, Transaction Processing, Java, Service Oriented Architecture, JSON, YAML, Load Balancing, Databases, Cloud Computing, Integration Testing
3.9
Rating, 3.9 out of 5 stars
627 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free
Universiteit Leiden
Population Health: Responsible Data Analysis
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Probability & Statistics, Data Ethics, Data Collection, Exploratory Data Analysis, Statistical Reporting, Data Management, Science and Research, Data Cleansing
4.6
Rating, 4.6 out of 5 stars
43 reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of Maryland, College Park
Programming Mobile Applications for Android Handheld Systems: Part 2
Skills you'll gain: Android Development, Mobile Development, Data Management, User Interface (UI), UI Components, Network Model, Geographic Information Systems, Global Positioning Systems, Computer Graphic Techniques
4.7
Rating, 4.7 out of 5 stars
172 reviews
Mixed · Course · 1 - 3 Months
University of Michigan
Web Design for Everybody Capstone
Skills you'll gain: Wireframing, Web Content Accessibility Guidelines, Responsive Web Design, HTML and CSS, Browser Compatibility, Web Design, Front-End Web Development, User Interface (UI), Verification And Validation, Web Development, Application Frameworks, Usability, Javascript
4.8
Rating, 4.8 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 3 Months
Status: Free
McMaster University
Experimentation for Improvement
Skills you'll gain: Experimentation, Data Visualization, Predictive Modeling, Pareto Chart, Process Improvement and Optimization, Regression Analysis, Statistical Software, Operational Efficiency, Mathematical Modeling, Data Analysis, Statistical Analysis, Sample Size Determination
4.9
Rating, 4.9 out of 5 stars
921 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Universiteit Leiden
Population Health: Predictive Analytics
Skills you'll gain: Predictive Analytics, R Programming, Statistical Modeling, Sample Size Determination, Regression Analysis, Risk Analysis, Data-Driven Decision-Making, Statistical Analysis, Medical Science and Research, Performance Testing, Data Validation
4.6
Rating, 4.6 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months