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

École Polytechnique Fédérale de Lausanne
Effective Programming in Scala
Skills you'll gain: Scala Programming, Java, Data Validation, Object Oriented Programming (OOP), Build Tools, Debugging, Software Design Patterns, Development Environment, Software Testing, Unit Testing, Data Structures, Data Modeling
4.6
Rating, 4.6 out of 5 stars
172 reviews
Intermediate · Course · 1 - 3 Months
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, Data Processing, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
4.6
Rating, 4.6 out of 5 stars
91 reviews
Beginner · Guided Project · Less Than 2 Hours
University of Minnesota
Software Testing and Automation
Skills you'll gain: Open Web Application Security Project (OWASP), Software Testing, Selenium (Software), Gherkin (Scripting Language), JUnit, Verification And Validation, Test Automation, Unit Testing, Security Testing, Regression Testing, Test Case, Software Development Tools, Testability, Behavior-Driven Development, Code Coverage, Performance Testing, Development Testing, Software Engineering Tools, Test Planning, Acceptance Testing
4.3
Rating, 4.3 out of 5 stars
928 reviews
Intermediate · Specialization · 3 - 6 Months
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
440 reviews
Beginner · Course · 1 - 3 Months
University of Toronto
Visual Perception for Self-Driving Cars
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Visualization (Computer Graphics), Artificial Intelligence, Machine Learning, Python Programming, NumPy, Linear Algebra
4.7
Rating, 4.7 out of 5 stars
577 reviews
Advanced · Course · 1 - 3 Months
LearnQuest
Introduction to Programming in Swift 5
Skills you'll gain: Model View Controller, Swift Programming, iOS Development, Data Structures, Object Oriented Programming (OOP), Programming Principles, Apple Xcode, Computer Programming
4.3
Rating, 4.3 out of 5 stars
729 reviews
Beginner · Course · 1 - 3 Months
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
Universidad Austral
Introducción a la programación con Python
Skills you'll gain: Debugging, Programming Principles, Software Installation, Python Programming, Development Environment, Integrated Development Environments, Scripting Languages, Program Development, Scripting, Computer Programming
4.6
Rating, 4.6 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 4 Weeks
University of Toronto
Motion Planning for Self-Driving Cars
Skills you'll gain: Automation, Graph Theory, Algorithms, Artificial Intelligence, Computer Vision, Simulations, Data Structures, Python Programming, Safety Assurance
4.8
Rating, 4.8 out of 5 stars
477 reviews
Advanced · Course · 1 - 3 Months
Duke University
Data Tidying and Importing with R
Skills you'll gain: Web Scraping, Data Wrangling, Tidyverse (R Package), Data Manipulation, Data Import/Export, Data Cleansing, R Programming, Data Transformation, Exploratory Data Analysis, Data Ethics
Beginner · Course · 1 - 4 Weeks
University of Washington
Data Science at Scale
Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Data Visualization Software, Databases, Data Science, Machine Learning Methods, Predictive Analytics, Analytics, Data Analysis, Exploratory Data Analysis, Predictive Modeling, Data Manipulation
4.2
Rating, 4.2 out of 5 stars
915 reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Data Science for Health Research
Skills you'll gain: Exploratory Data Analysis, Rmarkdown, Statistical Modeling, Tidyverse (R Package), Statistical Visualization, Data Visualization Software, Regression Analysis, R Programming, Statistical Methods, Ggplot2, Data Wrangling, Statistical Inference, Probability & Statistics, Scatter Plots, Data Manipulation, Predictive Analytics, Predictive Modeling, Correlation Analysis, Histogram, Classification And Regression Tree (CART)
5
Rating, 5 out of 5 stars
9 reviews
Intermediate · Specialization · 1 - 3 Months