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

Status: Free
Universiteit Leiden
Population Health: Predictive Analytics
Skills you'll gain: Predictive Analytics, Predictive Modeling, Risk Modeling, R Programming, Statistical Modeling, Sample Size Determination, Statistical Inference, Regression Analysis, Statistical Machine Learning, Feature Engineering, Sampling (Statistics), Data Manipulation, Data Validation
4.6
Rating, 4.6 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months
Microsoft
Microsoft Azure Cosmos DB
Skills you'll gain: Microsoft Azure, NoSQL, Data Store, Database Systems, Cloud Storage, Data Storage, Cloud Services, Data Security, Data Management, Application Programming Interface (API)
4.4
Rating, 4.4 out of 5 stars
98 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Using Descriptive Statistics to Analyze Data in R
Skills you'll gain: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Cleansing, Statistical Methods, Data Manipulation, Data Import/Export
4.6
Rating, 4.6 out of 5 stars
92 reviews
Beginner · Guided Project · Less Than 2 Hours
Microsoft
Preparing for DP-900: Microsoft Azure Data Fundamentals Exam
Skills you'll gain: Microsoft Azure, Relational Databases, Databases, Cloud Storage, Analytics, Data Storage, Data Lakes, NoSQL, Cloud Computing, Data Warehousing, SQL, Test Planning
4.6
Rating, 4.6 out of 5 stars
121 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
JSON and Natural Language Processing in PostgreSQL
Skills you'll gain: PostgreSQL, JSON, Text Mining, SQL, Databases, Natural Language Processing, Database Management, Data Processing, Application Programming Interface (API), Data Storage, Python Programming
4.6
Rating, 4.6 out of 5 stars
137 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Introduction to Java Programming: Java Fundamental Concepts
Skills you'll gain: Java, Integrated Development Environments, Mobile Development, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Debugging
4.4
Rating, 4.4 out of 5 stars
171 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: New
Scrimba
Generative AI for Web Development
Skills you'll gain: Prompt Engineering, OpenAI, ChatGPT, Debugging, Generative AI, Large Language Modeling, Pseudocode, Integrated Development Environments, Artificial Intelligence, Software Development Tools, Software Installation, Cloud Applications, Code Review, Application Programming Interface (API), System Configuration, Web Development, Application Development, Data Ethics, Program Development, Application Deployment
4.3
Rating, 4.3 out of 5 stars
27 reviews
Intermediate · Specialization · 1 - 3 Months
NIIT
Frontend Development using React
Skills you'll gain: Responsive Web Design, HTML and CSS, JSON, React.js, Jest (JavaScript Testing Framework), Hypertext Markup Language (HTML), Javascript, Bootstrap (Front-End Framework), Ajax, Web Design, Web Development Tools, Web Design and Development, Cascading Style Sheets (CSS), Unit Testing, UI Components, User Interface and User Experience (UI/UX) Design, Front-End Web Development, Systems Development Life Cycle, Development Testing, JavaScript Frameworks
3.4
Rating, 3.4 out of 5 stars
82 reviews
Beginner · Specialization · 3 - 6 Months
University of Colorado System
Data Warehouse Concepts, Design, and Data Integration
Skills you'll gain: Data Warehousing, Database Design, Data Integration, Extract, Transform, Load, Data Modeling, Star Schema, Relational Databases, Snowflake Schema, Data Architecture, Business Intelligence, SQL, Pivot Tables And Charts, Data Mart, PostgreSQL, Data Transformation, Data Quality
4.4
Rating, 4.4 out of 5 stars
1K reviews
Mixed · Course · 1 - 3 Months
University of Michigan
Assisting Public Sector Decision Makers With Policy Analysis
Skills you'll gain: Statistical Analysis, Program Evaluation, Policy Analysis, Data Analysis, Statistical Methods, Public Policies, Statistical Hypothesis Testing, Policy Development, Analytical Skills, Forecasting, R Programming, Data-Driven Decision-Making, Research Design, Time Series Analysis and Forecasting
4.8
Rating, 4.8 out of 5 stars
25 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Vanderbilt University
AI Agents and Agentic AI Architecture in Python
Skills you'll gain: Generative AI Agents, OpenAI, Prompt Engineering, ChatGPT, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Python Programming, Artificial Intelligence, Persona (User Experience), Business Logic, Application Programming Interface (API), Transaction Processing, Persona Development, Collaborative Software, Secure Coding, Plan Execution
4.9
Rating, 4.9 out of 5 stars
28 reviews
Beginner · Course · 1 - 3 Months
Peking University
算法基础
Skills you'll gain: Algorithms, Programming Principles, Computer Programming, Computational Thinking, Graph Theory, Data Structures, Design Strategies
4.8
Rating, 4.8 out of 5 stars
321 reviews
Mixed · Course · 1 - 3 Months