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

Johns Hopkins University
Bioconductor for Genomic Data Science
Skills you'll gain: Bioinformatics, R Programming, Statistical Programming, Data Analysis, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access, Object Oriented Programming (OOP)
3.8
Rating, 3.8 out of 5 stars
380 reviews
Mixed · Course · 1 - 4 Weeks
Coursera Project Network
Joining Data in R using dplyr
Skills you'll gain: Data Cleansing, Data Manipulation, Data Integration, R Programming, Tidyverse (R Package), Data Transformation
Intermediate · Guided Project · Less Than 2 Hours
DeepLearning.AI
AI Python for Beginners
Skills you'll gain: Artificial Intelligence, Jupyter, Python Programming, Data Analysis, OpenAI, Application Development, Generative AI, Scripting, Automation, Computer Programming, Application Programming Interface (API), Development Environment, Debugging, Data Structures
4.8
Rating, 4.8 out of 5 stars
60 reviews
Beginner · Course · 1 - 4 Weeks
Rice University
Parallel, Concurrent, and Distributed Programming in Java
Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Distributed Computing, Java Programming, Java, Software Architecture, Systems Architecture, Data Structures, System Programming, Programming Principles, Object Oriented Programming (OOP), Servers, Application Frameworks, OS Process Management, Computer Programming, Algorithms, Debugging, Computer Science, Operating Systems
4.6
Rating, 4.6 out of 5 stars
1.6K reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
The Power of Object-Oriented Programming
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Computer Programming, Program Development, Python Programming
Intermediate · Course · 1 - 4 Weeks
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
Imperial College London
Mathematics for Machine Learning: Multivariate Calculus
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Numerical Analysis, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Machine Learning, Mathematical Theory & Analysis, Python Programming, Derivatives
4.7
Rating, 4.7 out of 5 stars
5.7K reviews
Beginner · Course · 1 - 3 Months
University of Michigan
Introduction to Structured Query Language (SQL)
Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Data Modeling, Data Integrity, Development Environment, Software Installation
4.8
Rating, 4.8 out of 5 stars
5.4K reviews
Intermediate · Course · 1 - 4 Weeks
Duke University
Introduction to Machine Learning
Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Image Analysis, Applied Machine Learning, Deep Learning, Machine Learning, Natural Language Processing, Supervised Learning, Artificial Neural Networks, Computer Vision, Regression Analysis
4.7
Rating, 4.7 out of 5 stars
3.7K reviews
Intermediate · Course · 1 - 3 Months
University of Colorado System
Computer Communications
Skills you'll gain: TCP/IP, Local Area Networks, Routing Protocols, Network Routing, Digital Communications, OSI Models, Network Protocols, Dynamic Host Configuration Protocol (DHCP), Network Security, Network Planning And Design, Network Architecture, General Networking, Network Performance Management, Computer Networking, Wireless Networks, Software-Defined Networking, Algorithms, System Programming, Data Integrity, Virtualization
4.6
Rating, 4.6 out of 5 stars
3.3K reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Assisting Public Sector Decision Makers With Policy Analysis
Skills you'll gain: Statistical Analysis, Program Evaluation, Policy Analysis, Data Analysis, Statistical Methods, Public Policies, Statistical Hypothesis Testing, Analytical Skills, Forecasting, R Programming, Research Design, Time Series Analysis and Forecasting
4.8
Rating, 4.8 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months
Kennesaw State University
Six Sigma Yellow Belt
Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Lean Methodologies, Data Collection, Process Improvement, Quality Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Kaizen Methodology, Process Analysis, Probability Distribution, Regression Analysis, Process Capability, Business Process, Statistical Process Controls, Quality Management, Team Management, Continuous Improvement Process
4.7
Rating, 4.7 out of 5 stars
3.8K reviews
Beginner · Specialization · 3 - 6 Months