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

Status: Free Trial
Johns Hopkins University
Advanced Statistics for Data Science
Skills you'll gain: Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Data Analysis, Bayesian Statistics, Statistics, Biostatistics, Linear Algebra, Statistical Analysis, Data Science, Statistical Methods, Regression Analysis, Probability, Statistical Inference, Sampling (Statistics), Statistical Modeling, Probability Distribution, R Programming, Mathematical Modeling, Sample Size Determination
4.4
Rating, 4.4 out of 5 stars
764 reviews
Advanced · Specialization · 3 - 6 Months
Status: Free Trial
Google
The Power of Statistics
Skills you'll gain: Sampling (Statistics), Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis, Statistical Programming, Statistical Inference, Descriptive Statistics, Probability Distribution, Data Science, Probability, Jupyter, Python Programming
4.8
Rating, 4.8 out of 5 stars
815 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
Google
Google IT Automation with Python
Skills you'll gain: GitHub, Version Control, Git (Version Control System), Puppet (Configuration Management Tool), Infrastructure as Code (IaC), Cloud Services, Cloud Management, Bash (Scripting Language), Restful API, Incident Management, Code Review, Debugging, Unix Shell, Interviewing Skills, Web Services, Automation, Configuration Management, Python Programming, Programming Principles, Applicant Tracking Systems
4.7
Rating, 4.7 out of 5 stars
49K reviews
Advanced · Professional Certificate · 3 - 6 Months
Status: Free Trial
Google
Google Advanced Data Analytics
Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Data Ethics, Statistics, Unsupervised Learning, Data Presentation, Data Visualization Software, Data Visualization, Data Analysis, Machine Learning, Data Manipulation, Data Science, Tableau Software, Interviewing Skills, Python Programming, Advanced Analytics
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
7.6K reviews
Advanced · Professional Certificate · 3 - 6 Months
Status: Free Trial
Google
Google Business Intelligence
Skills you'll gain: Dashboard, Stakeholder Engagement, Business Intelligence, Extract, Transform, Load, Tableau Software, Data Modeling, Data Pipelines, Database Design, Data Storytelling, Data Warehousing, Stakeholder Communications, Interviewing Skills, Data Visualization, Business Analysis, Data Integration, Business Process, SQL, Data Analysis, Applicant Tracking Systems, Resilience
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
4.1K reviews
Advanced · Professional Certificate · 3 - 6 Months
Status: New
Status: Free Trial
University of Michigan
More Applied Data Science with Python
Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Applied Machine Learning, Systems Analysis, Machine Learning, Data Modeling, Data Analysis, Data Manipulation, Python Programming, Machine Learning Methods, Statistical Analysis, Data Visualization, Analytical Skills, Exploratory Data Analysis, Data Pipelines, Time Series Analysis and Forecasting, Jupyter, Machine Learning Algorithms
Advanced · Specialization · 3 - 6 Months

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Status: Free Trial
University of Toronto
Self-Driving Cars
Skills you'll gain: Computer Vision, Image Analysis, Automation, Software Architecture, Simulation and Simulation Software, Deep Learning, Control Systems, Hardware Architecture, Estimation, Safety Assurance, Systems Architecture, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML), Global Positioning Systems, Reinforcement Learning, Artificial Intelligence, Artificial Neural Networks, Spatial Data Analysis, Algorithms, Mathematical Modeling
4.7
Rating, 4.7 out of 5 stars
3.5K reviews
Advanced · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
IBM
IBM RAG and Agentic AI
Skills you'll gain: Prompt Engineering, Generative AI, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Design Patterns, Databases, Software Architecture, Artificial Intelligence, Database Systems, Web Applications, Large Language Modeling, NoSQL, OpenAI, Flask (Web Framework), Application Frameworks, Decision Support Systems, Data Storage Technologies, Software Development
4.6
Rating, 4.6 out of 5 stars
113 reviews
Advanced · Professional Certificate · 3 - 6 Months
Status: Free Trial
Duke University
MLOps | Machine Learning Operations
Skills you'll gain: MLOps (Machine Learning Operations), AWS SageMaker, Cloud Technologies, Microsoft Azure, Data Ethics, Data Pipelines, Pandas (Python Package), Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), CI/CD, Data Manipulation, Cloud Computing, Machine Learning, DevOps, Python Programming, GitHub, Big Data, Data Management, Data Analysis
4.2
Rating, 4.2 out of 5 stars
488 reviews
Advanced · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Infosec
CISSP Domain 1: Security and Risk Management
Skills you'll gain: Intellectual Property, Risk Management, Information Systems Security, Governance, Information Assurance, Cybersecurity, Business Risk Management, Information Privacy, ISO/IEC 27001, Security Controls, Threat Management, Personally Identifiable Information, Asset Protection, Vulnerability Assessments, Law, Regulation, and Compliance, Vendor Management, Information Systems
4.7
Rating, 4.7 out of 5 stars
6 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Dynamic Programming, Greedy Algorithms
Skills you'll gain: Algorithms, Operations Research, Theoretical Computer Science, Programming Principles, Data Structures, Mathematical Modeling, Computational Thinking, Program Development, Design Strategies, Computer Programming, Applied Mathematics, Computational Logic, Mathematical Theory & Analysis, Computer Science, Python Programming, Advanced Mathematics, Arithmetic
4.6
Rating, 4.6 out of 5 stars
222 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
L&T EduTech
Geospatial Techniques for Engineers
Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Database Management, Relational Databases, Construction, Construction Management, Building Information Modeling, Global Positioning Systems, Open Source Technology, Data Mapping, Image Analysis, Civil Engineering, Network Analysis, Survey Creation, Web Applications, SQL
4.2
Rating, 4.2 out of 5 stars
41 reviews
Advanced · Specialization · 3 - 6 Months