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 Michigan
Programming in C
Skills you'll gain: C (Programming Language), Programming Principles, Algorithms, Data Structures, System Programming, Computer Programming, Numerical Analysis
4.5
Rating, 4.5 out of 5 stars
50 reviews
Intermediate · Course · 1 - 4 Weeks
DeepLearning.AI
Generative AI with Large Language Models
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Artificial Intelligence, Applied Machine Learning, Scalability, Natural Language Processing, Machine Learning Methods, Application Deployment, Reinforcement Learning, User Feedback, Performance Tuning, Application Performance Management
4.8
Rating, 4.8 out of 5 stars
3.3K reviews
Intermediate · Course · 1 - 4 Weeks
Birla Institute of Technology & Science, Pilani
Introduction to Programming
Skills you'll gain: Programming Principles, C (Programming Language), Computer Hardware, Computer Programming, Computer Architecture, Computer Systems, Computational Thinking, Data Structures, Algorithms, File Management, Program Development, Data Storage, Debugging
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
48 reviews
Beginner · Course · 1 - 3 Months
University of London
Introduction to Object-Oriented Programming in C++
Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Computer Programming, Interactive Design, Program Development, User Interface (UI), Command-Line Interface
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
157 reviews
Intermediate · Course · 1 - 4 Weeks
Google
Google Data Analytics Capstone: Complete a Case Study
Skills you'll gain: Interviewing Skills, Data Analysis, Data Processing, Analytical Skills, Artificial Intelligence, Business Analytics, R Programming, Data-Driven Decision-Making, Data Storytelling, Project Documentation, Presentations, Portfolio Management, Communication
4.8
Rating, 4.8 out of 5 stars
18K reviews
Beginner · Course · 1 - 4 Weeks
Status: AI skills
Amazon
Amazon Junior Software Developer
Skills you'll gain: Git (Version Control System), Software Development Methodologies, JUnit, Requirements Analysis, Application Development, Software Development Life Cycle, Test Driven Development (TDD), Version Control, Object Oriented Programming (OOP), Object Oriented Design, Digital Transformation, Java Programming, Generative AI, Java, GitHub, Unified Modeling Language, Program Development, ChatGPT, Software Development Tools, File Management
4.6
Rating, 4.6 out of 5 stars
229 reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Michigan
Using Python to Access Web Data
Skills you'll gain: Web Scraping, JSON, Network Protocols, Web Services, Restful API, Application Programming Interface (API), Extensible Markup Language (XML), Data Import/Export, TCP/IP, Python Programming, Hypertext Markup Language (HTML), Data Manipulation, Data Structures, Software Installation
4.8
Rating, 4.8 out of 5 stars
44K reviews
Beginner · Course · 1 - 3 Months
Status: New
Vanderbilt University
Generative AI Data Analyst
Skills you'll gain: ChatGPT, Data Presentation, Document Management, SQL, Generative AI, Artificial Intelligence, Query Languages, Database Management, Data Analysis, Debugging, Productivity Software, Microsoft Excel, Data-Driven Decision-Making, Creative Thinking, Exploratory Data Analysis, Creativity, Big Data, Data Visualization Software, Information Management, Natural Language Processing
4.8
Rating, 4.8 out of 5 stars
6K reviews
Beginner · Specialization · 3 - 6 Months
University of Michigan
Introduction to Data Science in Python
Skills you'll gain: Pandas (Python Package), Jupyter, NumPy, Data Manipulation, Data Science, Data Analysis, Statistical Analysis, Pivot Tables And Charts, Data Cleansing, Data Import/Export, Probability & Statistics, Python Programming, Programming Principles
4.5
Rating, 4.5 out of 5 stars
27K reviews
Intermediate · Course · 1 - 4 Weeks
IBM
IBM Data Warehouse Engineer
Skills you'll gain: Data Warehousing, SQL, Extract, Transform, Load, Apache Airflow, Linux Commands, IBM Cognos Analytics, Data Pipelines, Apache Kafka, Database Management, Bash (Scripting Language), Shell Script, Database Architecture and Administration, Data Visualization, Dashboard, File Management, Star Schema, Stored Procedure, Data Architecture, Unix Shell, Relational Databases
4.7
Rating, 4.7 out of 5 stars
6K reviews
Beginner · Professional Certificate · 3 - 6 Months
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 Access
4.3
Rating, 4.3 out of 5 stars
174 reviews
Beginner · Course · 1 - 3 Months
Duke University
Financial Risk Management with R
Skills you'll gain: Financial Market, Risk Management, Market Data, Risk Analysis, Probability Distribution, Financial Data, R Programming, Portfolio Management, Financial Analysis, Time Series Analysis and Forecasting, Statistical Analysis, Statistical Modeling
Build toward a degree
4.3
Rating, 4.3 out of 5 stars
248 reviews
Intermediate · Course · 1 - 4 Weeks