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

Indian Institute of Technology Guwahati
Programming with Generative AI
Skills you'll gain: Microsoft Copilot, Generative AI, GitHub, OpenAI, Software Development Tools, Integrated Development Environments, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming, Innovation
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
74 reviews
Beginner · Course · 1 - 4 Weeks
Rice University
Algorithmic Thinking (Part 1)
Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Python Programming, Computer Programming
4.6
Rating, 4.6 out of 5 stars
378 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Modeling Data in the Tidyverse
Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, R Programming, Predictive Modeling, Sampling (Statistics), Statistical Hypothesis Testing, Tidyverse (R Package), Data Analysis, Data Modeling, Regression Analysis, Data Science, Classification And Regression Tree (CART), Statistical Inference, Predictive Analytics, Statistical Analysis, Rmarkdown, Probability & Statistics, Machine Learning
4.7
Rating, 4.7 out of 5 stars
9 reviews
Mixed · Course · 1 - 3 Months
IBM
AI Workflow: Business Priorities and Data Ingestion
Skills you'll gain: Design Thinking, Data Science, Artificial Intelligence, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Quality, Business Priorities, NumPy, IBM Cloud, Python Programming
4.3
Rating, 4.3 out of 5 stars
164 reviews
Intermediate · Course · 1 - 4 Weeks
University of Virginia
Coding for Designers, Managers, and Entrepreneurs
Skills you'll gain: User Story, HTML and CSS, Debugging, Model View Controller, Hypertext Markup Language (HTML), Prototyping, Application Programming Interface (API), Javascript, Cascading Style Sheets (CSS), Web Design and Development, Web Applications, User Interface (UI), Interactive Design, Javascript and jQuery, Maintainability, User Centered Design, Scripting, Wireframing, Web Development Tools, Business Logic
4.2
Rating, 4.2 out of 5 stars
72 reviews
Beginner · Specialization · 1 - 3 Months
Università di Napoli Federico II
Autonomous Vehicle Engineering
Skills you'll gain: NoSQL, Control Systems, Apache Hadoop, Apache Hive, Big Data, Model Based Systems Engineering, Database Systems, Artificial Intelligence, Mechanical Engineering, Computer Vision, Laboratory Experience, Simulations, Systems Architecture, Simulation and Simulation Software, Distributed Computing, Equipment Design, Data Processing, Matlab, Global Positioning Systems, Automation
4.3
Rating, 4.3 out of 5 stars
57 reviews
Beginner · Specialization · 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, Data Literacy, Exploratory Data Analysis, Data Ethics
Beginner · Course · 1 - 4 Weeks
Duke University
Explainable AI (XAI)
Skills you'll gain: Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, Machine Learning, Applied Machine Learning, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Natural Language Processing, Image Analysis, Machine Learning Methods, Deep Learning, Visualization (Computer Graphics), Predictive Analytics, Artificial Neural Networks, Algorithms
4.7
Rating, 4.7 out of 5 stars
33 reviews
Intermediate · Specialization · 1 - 3 Months
Microsoft
Create Serverless Applications
Skills you'll gain: Microsoft Azure, Serverless Computing, Cloud Development, Microsoft Power Automate/Flow, Event-Driven Programming, Cloud Applications, Business Process Automation, Cloud API, Application Programming Interface (API), GitHub
4.5
Rating, 4.5 out of 5 stars
113 reviews
Intermediate · Course · 1 - 3 Months
IBM
Vector Database Fundamentals
Skills you'll gain: MongoDB, NoSQL, Databases, PostgreSQL, Relational Databases, Data Store, SQL, Applied Machine Learning, Artificial Intelligence, Database Architecture and Administration, Database Management, Natural Language Processing, Apache Cassandra, Text Mining, Generative AI, Database Management Systems, Node.JS, Image Analysis, Data Architecture, Data Import/Export
4.7
Rating, 4.7 out of 5 stars
50 reviews
Intermediate · Specialization · 1 - 4 Weeks
Coursera Project Network
API Testing Using Rest Assured Test Automation Tool
Skills you'll gain: JSON, Test Automation, Application Programming Interface (API), Restful API, Unit Testing, Test Case, Integration Testing
4.6
Rating, 4.6 out of 5 stars
292 reviews
Beginner · Guided Project · Less Than 2 Hours
Peking University
C程序设计进阶
Skills you'll gain: Object Oriented Programming (OOP), C (Programming Language), Program Development, Programming Principles, Computer Programming, Data Structures, Debugging, Algorithms
4.9
Rating, 4.9 out of 5 stars
827 reviews
Mixed · Course · 1 - 3 Months