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 Alberta
Introduction to Software Product Management
Skills you'll gain: Agile Software Development, Software Development, Requirements Management, Product Management, Software Engineering, Functional Requirement, Systems Development Life Cycle, Project Planning, Project Schedules, Process Development, Project Management
4.6
Rating, 4.6 out of 5 stars
7.7K reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
University of Washington
Computational Neuroscience
Skills you'll gain: Machine Learning Methods, Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Computer Vision, Reinforcement Learning, Computational Thinking, Mathematical Modeling, Linear Algebra, Data Analysis, Information Architecture, Probability & Statistics
4.6
Rating, 4.6 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months
Duke University
MLOps | Machine Learning Operations
Skills you'll gain: MLOps (Machine Learning Operations), Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Unit Testing, Data Ethics, Application Deployment, Data Manipulation, Exploratory Data Analysis, Containerization, Data Pipelines, CI/CD, Software Testing, Data Import/Export, Amazon Web Services, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Rust (Programming Language)
4.1
Rating, 4.1 out of 5 stars
410 reviews
Advanced · Specialization · 3 - 6 Months
Rice University
Parallel, Concurrent, and Distributed Programming in Java
Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Distributed Computing, Java Programming, Java, Systems Architecture, Data Structures, System Programming, Programming Principles, Object Oriented Programming (OOP), Application Frameworks, OS Process Management, Computer Programming, Algorithms, Debugging, Computer Science, Operating Systems, Software Engineering, Performance Tuning
4.6
Rating, 4.6 out of 5 stars
1.6K reviews
Intermediate · Specialization · 3 - 6 Months
University of Maryland, College Park
Product Ideation, Design, and Management
Skills you'll gain: Stakeholder Management, Product Management, Product Development, New Product Development, Wireframing, Financial Statements, Product Design, Team Leadership, Prototyping, Competitive Analysis, Commercialization, Product Lifecycle Management, Financial Modeling, Value Propositions, Proposal Writing, Innovation, Corporate Finance, Target Market, Market Opportunities, Product Improvement
4.5
Rating, 4.5 out of 5 stars
671 reviews
Beginner · Specialization · 3 - 6 Months
University of Pennsylvania
A Crash Course in Causality: Inferring Causal Effects from Observational Data
Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Statistical Inference, Data Analysis, Quantitative Research, Probability & Statistics, Regression Analysis, Research Design, Graph Theory
4.7
Rating, 4.7 out of 5 stars
561 reviews
Intermediate · Course · 1 - 3 Months
University of Michigan
Django for Everybody
Skills you'll gain: Application Deployment, Django (Web Framework), Object-Relational Mapping, HTML and CSS, Model View Controller, jQuery, Ajax, Hypertext Markup Language (HTML), JSON, SQL, Databases, Application Development, Javascript, Object Oriented Programming (OOP), Web Development, Back-End Web Development, Data Modeling, Application Security, Web Applications, Web Servers
4.7
Rating, 4.7 out of 5 stars
2.5K reviews
Intermediate · Specialization · 3 - 6 Months
University of California, Davis
JavaScript for Beginners
Skills you'll gain: jQuery, Javascript and jQuery, Javascript, Data Validation, HTML and CSS, Scripting, JSON, Event-Driven Programming, JavaScript Frameworks, UI Components, Web Development Tools, Web Development, Front-End Web Development, User Interface (UI), Interactive Design, Application Programming Interface (API), Object Oriented Programming (OOP), Programming Principles, Integrated Development Environments, Program Development
4.7
Rating, 4.7 out of 5 stars
1K reviews
Beginner · Specialization · 3 - 6 Months
California Institute of the Arts
Introduction to Game Design
Skills you'll gain: Storytelling, Conceptual Design, Ideation, User Story, Storyboarding, Content Creation, Design, Experience Design, Creativity, Interaction Design
4.7
Rating, 4.7 out of 5 stars
2.9K reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Data Manipulation with dplyr in R
Skills you'll gain: Data Manipulation, Tidyverse (R Package), Data Analysis, R Programming, Exploratory Data Analysis, Data Transformation
4.6
Rating, 4.6 out of 5 stars
21 reviews
Beginner · Guided Project · Less Than 2 Hours
Meta
HTML and CSS in depth
Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, Bootstrap (Front-End Framework), Debugging, UI Components, Web Development Tools, Front-End Web Development, Web Design, Semantic Web, Hypertext Markup Language (HTML), Browser Compatibility, Web Development, Web Content Accessibility Guidelines, User Interface (UI), Data Validation
4.7
Rating, 4.7 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 4 Weeks
Codio
Programming in Python: A Hands-on Introduction
Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Data Import/Export, Data Structures, Python Programming, Scripting, Software Design Patterns, Computational Logic, Computer Science, File Management
4.5
Rating, 4.5 out of 5 stars
419 reviews
Beginner · Specialization · 3 - 6 Months