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

Rice University
Algorithmic Thinking (Part 2)
Skills you'll gain: Computational Thinking, Algorithms, Bioinformatics, Data Structures, Big Data, Python Programming, Data Analysis, Machine Learning Algorithms, Unsupervised Learning, Analysis
4.7
Rating, 4.7 out of 5 stars
216 reviews
Intermediate · Course · 1 - 4 Weeks
Codio
Visualizing Data & Communicating Results in R with RStudio
Skills you'll gain: Rmarkdown, Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, R Programming
Beginner · Course · 1 - 3 Months
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
University of Colorado Boulder
Battery Pack Balancing and Power Estimation
Skills you'll gain: Power Electronics, Electrical Power, Electrical Engineering, Estimation, Simulations, Electronic Systems, Matlab, Engineering Calculations, Mathematical Modeling, Control Systems, Electronic Components, Applied Mathematics, Algorithms
4.9
Rating, 4.9 out of 5 stars
103 reviews
Intermediate · Course · 1 - 3 Months
IBM
Specialized Models: Time Series and Survival Analysis
Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Jupyter, Data Cleansing, Applied Machine Learning, Data Transformation, Exploratory Data Analysis, Pandas (Python Package)
4.5
Rating, 4.5 out of 5 stars
133 reviews
Intermediate · Course · 1 - 4 Weeks
Codio
Object-Oriented C++: Inheritance and Encapsulation
Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Data Validation, Object Oriented Design, Computer Programming, Programming Principles
4.8
Rating, 4.8 out of 5 stars
215 reviews
Intermediate · Course · 1 - 4 Weeks
École Polytechnique Fédérale de Lausanne
Digital Signal Processing 2: Filtering
Skills you'll gain: Digital Communications, Electrical Engineering, Electrical and Computer Engineering, Telecommunications, Electronic Systems, Engineering Analysis, Computer Engineering, Engineering Calculations, Numerical Analysis, Linear Algebra, Mathematical Modeling, Applied Mathematics, Algorithms, Data Mapping, Real Time Data
4.7
Rating, 4.7 out of 5 stars
191 reviews
Intermediate · Course · 1 - 4 Weeks
University of Minnesota
Black-box and White-box Testing
Skills you'll gain: Cucumber (Software), Gherkin (Scripting Language), Software Testing, Testability, Test Case, Behavior-Driven Development, Code Coverage, Acceptance Testing, Unit Testing, Functional Testing, Test Automation, Requirements Analysis, Java Programming
3.8
Rating, 3.8 out of 5 stars
110 reviews
Intermediate · Course · 1 - 4 Weeks
Microsoft
Introduction to Programming With C#
Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Debugging, .NET Framework, Microsoft Copilot, Microsoft Development Tools, Programming Principles, Computer Programming, Integrated Development Environments, Development Environment
4.4
Rating, 4.4 out of 5 stars
39 reviews
Beginner · Course · 1 - 3 Months
Vanderbilt University
Scalable Microservices for Developers
Skills you'll gain: Microservices, Spring Boot, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Application Deployment, Software Architecture, API Design, Integrated Development Environments, Scalability, Service Oriented Architecture, Web Applications, Software Testing, Unit Testing, Object-Relational Mapping, Distributed Computing, Computer Programming
4.3
Rating, 4.3 out of 5 stars
47 reviews
Intermediate · Specialization · 1 - 3 Months
Coursera Project Network
Logistic Regression with NumPy and Python
Skills you'll gain: Matplotlib, Data Visualization, Seaborn, Exploratory Data Analysis, NumPy, Data Analysis, Jupyter, Machine Learning, Python Programming, Supervised Learning, Regression Analysis, Algorithms
4.5
Rating, 4.5 out of 5 stars
393 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Microsoft
Build a computer vision app with Azure Cognitive Services
Skills you'll gain: Application Programming Interface (API), Microsoft Azure, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), User Accounts, Image Analysis, Artificial Intelligence, Cloud Solutions
4.4
Rating, 4.4 out of 5 stars
285 reviews
Intermediate · Guided Project · Less Than 2 Hours