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

IBM
Generative AI for Mobile App Developers
Skills you'll gain: ChatGPT, Generative AI, Mobile Development, OpenAI, CI/CD, Software Development, Apple iOS, Software Development Life Cycle, DevSecOps, Data Ethics, Application Development, Natural Language Processing, Cloud Development, Prototyping, Marketing Analytics, Data-Driven Decision-Making, Artificial Intelligence, IBM Cloud, Software Development Tools, Image Analysis
4.7
Rating, 4.7 out of 5 stars
4.7K reviews
Advanced · Specialization · 1 - 3 Months
DeepLearning.AI
Natural Language Processing
Skills you'll gain: Natural Language Processing, Supervised Learning, Markov Model, Text Mining, Dimensionality Reduction, Artificial Intelligence, Keras (Neural Network Library), Artificial Neural Networks, PyTorch (Machine Learning Library), Machine Learning, Deep Learning, Data Processing, Feature Engineering, Algorithms, Tensorflow, Computer Programming, Machine Learning Methods, Unstructured Data, Regression Analysis, Bayesian Statistics
4.6
Rating, 4.6 out of 5 stars
6K reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Web Applications for Everybody
Skills you'll gain: Database Design, SQL, MySQL, PHP (Scripting Language), Relational Databases, JSON, Database Management, jQuery, Hypertext Markup Language (HTML), Javascript and jQuery, Ajax, Databases, Data Modeling, Database Application, Database Development, Debugging, Web Applications, Object Oriented Design, Object Oriented Programming (OOP), Web Development
4.7
Rating, 4.7 out of 5 stars
9.2K reviews
Intermediate · Specialization · 3 - 6 Months
King Abdullah University of Science and Technology
Fundamental Skills in Bioinformatics
Skills you'll gain: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, Statistical Methods, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Programming Principles, Pandas (Python Package), Python Programming, NumPy, Data Manipulation, Computer Programming
4.4
Rating, 4.4 out of 5 stars
59 reviews
Beginner · Course · 1 - 4 Weeks
Genentech
Hands On Clinical Reporting Using R
Skills you'll gain: Clinical Data Management, Clinical Trials, Interactive Data Visualization, Pharmaceuticals, Data Visualization, Statistical Reporting, Data Modeling, R Programming, Technical Communication, Data Processing, Data Manipulation, Data Import/Export, Data Transformation, Data Integration
4.4
Rating, 4.4 out of 5 stars
7 reviews
Intermediate · Course · 1 - 3 Months
Rice University
Introduction to Scripting in Python
Skills you'll gain: Data Visualization Software, Plot (Graphics), Package and Software Management, Python Programming, Data Cleansing, Programming Principles, Data Processing, Data Manipulation, Software Installation, Development Environment, Computational Logic, Data Structures, File Management, Scripting, Data Storage, Data Import/Export, Scripting Languages, Data Integration, Data Analysis, Computer Programming
4.7
Rating, 4.7 out of 5 stars
4.3K reviews
Beginner · Specialization · 3 - 6 Months
University of Amsterdam
Methods and Statistics in Social Sciences
Skills you'll gain: Qualitative Research, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Statistical Inference, Statistical Analysis, Statistical Software, Probability Distribution, Research, Correlation Analysis, Research Design, Sampling (Statistics), Research Reports, Science and Research, Probability, Interviewing Skills, Data Analysis, Sample Size Determination, Statistical Methods, Social Sciences
4.6
Rating, 4.6 out of 5 stars
7.6K reviews
Beginner · Specialization · 3 - 6 Months
California Institute of the Arts
UI / UX Design
Skills you'll gain: User Research, Wireframing, User Interface and User Experience (UI/UX) Design, UI/UX Strategy, Information Architecture, Mockups, User Experience Design, Responsive Web Design, User Interface (UI), User Experience, User Interface (UI) Design, Web Design, User Centered Design, Interaction Design, Prototyping, Graphic and Visual Design, Web Language, HTML and CSS, User Flows, Design
4.7
Rating, 4.7 out of 5 stars
7.8K reviews
Beginner · Specialization · 3 - 6 Months
Duke University
Python Programming Fundamentals
Skills you'll gain: Computational Thinking, Debugging, Algorithms, Program Development, Integrated Development Environments, Software Testing, Programming Principles, Data Processing, Data Manipulation, Python Programming, Microsoft Development Tools, Software Development, Data Analysis, Computer Programming, Scripting Languages
4
Rating, 4 out of 5 stars
48 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
RStudio for Six Sigma - Basic Descriptive Statistics
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Statistical Visualization, Data Import/Export, Pareto Chart, Histogram, Statistical Analysis, Box Plots, R Programming, Probability Distribution, Data Synthesis, Probability & Statistics, Exploratory Data Analysis
4.7
Rating, 4.7 out of 5 stars
64 reviews
Beginner · Guided Project · Less Than 2 Hours
IBM
Generative AI for Business Intelligence (BI) Analysts
Skills you'll gain: ChatGPT, Generative AI, Interactive Data Visualization, Business Intelligence, Data Presentation, Infographics, Data Visualization, OpenAI, Dashboard, Data Storytelling, Business Analytics, Artificial Intelligence, IBM Cloud, Artificial Intelligence and Machine Learning (AI/ML), Query Languages, SQL, Data Analysis, Software Development Tools, Image Analysis, Technical Communication
4.7
Rating, 4.7 out of 5 stars
4.7K reviews
Intermediate · Specialization · 1 - 3 Months
University of California, Santa Cruz
Go and C++: Programming in Two Successor Languages of C
Skills you'll gain: C++ (Programming Language), Go (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Software Design Patterns, Debugging, Unit Testing, Algorithms, C (Programming Language), Program Development, Software Design, Computer Programming, Programming Principles, Graph Theory, Software Testing, File Systems, Artificial Intelligence, Integration Testing, System Programming
4.4
Rating, 4.4 out of 5 stars
2.5K reviews
Intermediate · Specialization · 3 - 6 Months