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.

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.

Top R Programming Courses - Learn R Programming Online

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R Programming

R Programming Courses

R Programming courses can help you learn data manipulation, statistical analysis, and data visualization techniques. You can build skills in creating reproducible reports, implementing machine learning algorithms, and performing exploratory data analysis. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, that support visualizing data and streamlining data processing tasks.

Popular R Programming Courses and Certifications

University of Colorado Boulder
Master of Science in Data Science
Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, Systems Engineering, Field-Programmable Gate Array (FPGA), New Product Development, Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Unsupervised Learning, Proposal Writing, Sampling (Statistics), Supplier Management, Computer Vision, Accountability, Data Ethics, Sustainability Reporting, Statistical Modeling, Goal Setting
Earn a degree
Degree · 1 - 4 Years
University of London
Bachelor of Science in Computer Science
Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Earn a degree
Degree · 1 - 4 Years
Ball State University
Master of Science in Data Science
Skills you'll gain: Data Ethics, Machine Learning Algorithms, Data Collection, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Software Development Methodologies, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Statistical Software, R Programming, Artificial Intelligence, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years
O.P. Jindal Global University
M.A. Public Policy
Skills you'll gain: Econometrics, Surveys, Environmental Laws, Sampling (Statistics), Social Sciences, Research Reports, Social Determinants Of Health, Matplotlib, Public Policies, Research Methodologies, Political Sciences, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Diplomacy, International Relations, Economics, Complex Problem Solving, Immigration Law, Socioeconomics
Earn a degree
Degree · 1 - 4 Years
University of Huddersfield
BSc Data Science
Skills you'll gain: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)
Earn a degree
Degree · 1 - 4 Years
University of Pittsburgh
Master of Data Science
Skills you'll gain: LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Apache Spark, Predictive Modeling, Large Language Modeling, Database Management, Unsupervised Learning, Data Ethics, Bayesian Statistics, Data Visualization Software, Cloud Computing, Linear Algebra, Data Governance, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Data Analysis
Earn a degree
Degree · 1 - 4 Years

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Northeastern University
Master of Science in Information Systems
Skills you'll gain: Database Design, Enterprise Architecture, Data Governance, Database Theory, User Research, Stakeholder Engagement, Lean Methodologies, Algorithms, Database Management, Process Mapping, Unified Modeling Language, Process Analysis, Object Oriented Design, Software Architecture, Responsive Web Design, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Structures, Data Ethics
Earn a degree
Degree · 1 - 4 Years
BITS Pilani
Bachelor of Science in Computer Science
Skills you'll gain: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Theoretical Computer Science, Object Oriented Design, Operating Systems, Android Development, Database Design, Encryption, Bioinformatics, Java Programming, Feature Engineering, Algorithms, TCP/IP, Version Control, Data Structures, Model View Controller
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Magíster en Inversiones y Finanzas Aplicadas
Skills you'll gain: Financial Statement Analysis, Descriptive Analytics, FinTech, Financial Statements, Business Valuation, Derivatives, Customer Analysis, Social Determinants Of Health, Corporate Finance, Gerontology, Portfolio Management, Risk Analysis, Digital Transformation, Cloud Security, Investments, Team Management, Credit Risk, Object Oriented Programming (OOP), Financial Analysis, Policy Analysis
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Magíster en Salud Pública Global
Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Descriptive Analytics, Social Determinants Of Health, Biostatistics, Occupational Health, Gerontology, Health Policy, Health Informatics, Healthcare Ethics, Digital Transformation, Spatial Data Analysis, Cloud Security, Team Management, Data Mining, Public Health, Object Oriented Programming (OOP), Policy Analysis, Program Evaluation, Health Systems
Earn a degree
Degree · 1 - 4 Years
University of Leeds
Master of Science in Data Science (Statistics)
Skills you'll gain: Data Ethics, Statistical Machine Learning, Regression Analysis, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Box Plots, Statistical Inference, Unsupervised Learning, R Programming, Data Visualization, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)
Earn a degree
Degree · 1 - 4 Years
Heriot-Watt University
MSc Computer Science
Skills you'll gain: Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Computer Programming, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Computational Thinking, Software Development, Mathematical Theory & Analysis, Data Structures, Software Engineering, Logical Reasoning, Arithmetic, Computer Science
Earn a degree
Degree · 1 - 4 Years

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In summary, here are 10 of our most popular r programming courses

Master of Science in Data Science: University of Colorado Boulder
Bachelor of Science in Computer Science: University of London
Master of Science in Data Science: Ball State University
M.A. Public Policy: O.P. Jindal Global University
BSc Data Science: University of Huddersfield
Master of Data Science: University of Pittsburgh
Master of Science in Information Systems: Northeastern University
Bachelor of Science in Computer Science: BITS Pilani
Magíster en Inversiones y Finanzas Aplicadas: Pontificia Universidad Católica de Chile
Magíster en Salud Pública Global: Pontificia Universidad Católica de Chile

Skills you can learn in Data Analysis

Analytics (85)

Big Data (64)

Python Programming (47)

Business Analytics (40)

R Programming (37)

Statistical Analysis (36)

Sql (33)

Data Model (29)

Data Mining (27)

Exploratory Data Analysis (26)

Data Modeling (21)

Data Manipulation (20)

Frequently Asked Questions about 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.‎

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.‎

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.‎

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.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.