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 Trial
IBM
SQL for Data Science with R
Skills you'll gain: Relational Databases, Database Design, SQL, Database Management, Databases, Query Languages, Data Analysis, Exploratory Data Analysis, R Programming, Data Manipulation, Data Modeling, Data Access
4.3
Rating, 4.3 out of 5 stars
176 reviews
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Meta
Meta Android UI Development
Skills you'll gain: Android Studio, Android Jetpack, Kotlin, Android Development, Android (Operating System), Responsive Web Design, Mobile Development, UI Components, Unit Testing, Gradle, User Interface (UI) Design, Object Oriented Programming (OOP), User Interface (UI), Application Development, Integrated Development Environments, Development Environment, Programming Principles, Test Driven Development (TDD), Cross Platform Development, Data Structures
4.6
Rating, 4.6 out of 5 stars
1.8K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Packt
Building Modular Monoliths with .NET 8
Skills you'll gain: PostgreSQL, .NET Framework, Microservices, Object Oriented Design, Software Design, Software Design Patterns, Software Architecture, C# (Programming Language), Object-Relational Mapping, Systems Architecture, Maintainability, Database Development, Application Programming Interface (API), Docker (Software)
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Advanced Flutter UI and State Management
Skills you'll gain: Flutter (Software), User Interface (UI), User Interface and User Experience (UI/UX) Design, JSON, Object Oriented Programming (OOP), Mobile Development, Data Structures, Debugging
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Entity Framework Core - A Full Tour
Skills you'll gain: Stored Procedure, Object-Relational Mapping, Microsoft SQL Servers, SQL, Database Management, Database Design, Performance Tuning, Relational Databases, Data Modeling, Query Languages, .NET Framework, ASP.NET, Development Environment, Data Access, C# (Programming Language), Data Migration, Microsoft Visual Studio
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Harnessing Ollama – Create Local LLMs with Python
Skills you'll gain: Large Language Modeling, Generative AI, Prompt Engineering, Python Programming, Command-Line Interface, Natural Language Processing, Data Store, Application Development, Application Programming Interface (API), Restful API, Development Environment, System Requirements, Software Installation
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Mastering Machine Learning Algorithms using Python
Skills you'll gain: Dimensionality Reduction, Exploratory Data Analysis, Unsupervised Learning, Deep Learning, Random Forest Algorithm, Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Data Science, Statistical Analysis, Data Processing, Predictive Modeling, NumPy, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Machine Learning Algorithms, Machine Learning, Regression Analysis
Intermediate · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Meta
Meta Full-Stack Developer
Skills you'll gain: Jest (JavaScript Testing Framework), Django (Web Framework), Version Control, Restful API, Responsive Web Design, Unix Commands, HTML and CSS, Git (Version Control System), GitHub, Relational Databases, Object Oriented Programming (OOP), Database Management Systems, Bootstrap (Front-End Framework), React.js, Mobile Development, SQL, Database Design, Unit Testing, Web Development Tools, Web Development
4.7
Rating, 4.7 out of 5 stars
23K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Microsoft
Full-Stack Developer Capstone Project
Skills you'll gain: ASP.NET, Restful API, Full-Stack Web Development, Performance Tuning, .NET Framework, Application Programming Interface (API), Cloud Development, Data Modeling, Development Environment, Cloud Applications, Software Development Tools, Object-Relational Mapping, Application Deployment, Web Development, Software Development, Cloud Infrastructure, Web Applications, UI Components, Back-End Web Development, Cloud Platforms
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
JavaScript Prototypes 2025 – The Complete Course
Skills you'll gain: Prototyping, Object Oriented Design, Object Oriented Programming (OOP), Javascript, Software Design Patterns, Software Design, Software Architecture
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
ASP.NET Core MVC Fundamentals & CRUD Operations
Skills you'll gain: ASP.NET, Model View Controller, .NET Framework, Object-Relational Mapping, Data Store, Database Management, Full-Stack Web Development, Web Development, Software Architecture, Middleware, Software Design Patterns, Data Validation, User Interface (UI)
Intermediate · Course · 1 - 3 Months
Status: New
Universidad Nacional de Colombia
Programación con Python, nivel básico
Skills you'll gain: Debugging, Programming Principles, Python Programming, Computer Programming, Computational Thinking, File Management, Data Validation, Algorithms, Data Structures
Beginner · Course · 1 - 3 Months