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
Packt
Learn to Code with Ruby
Skills you'll gain: Object Oriented Design, Ruby (Programming Language), Object Oriented Programming (OOP), Software Design, Debugging, Unit Testing, Programming Principles, Computer Programming, Test Tools, Scripting Languages, File Management, Development Environment, Software Testing, Development Testing, Data Structures, Scripting, Program Development, Software Installation, Microsoft Windows, Mac OS
4.5
Rating, 4.5 out of 5 stars
11 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Akamai Technologies, Inc.
Managing Relational Databases
Skills you'll gain: SQL, Database Management, Relational Databases, Database Systems, Database Design, Database Theory, Data Manipulation, Query Languages, Data Management, Data Analysis
4.7
Rating, 4.7 out of 5 stars
24 reviews
Beginner · Course · 1 - 3 Months
Instituto Tecnológico de Aeronáutica
Introdução ao Controle Moderno
Skills you'll gain: Control Systems, Engineering Analysis, Systems Analysis, Matlab, Differential Equations, Linear Algebra, Simulation and Simulation Software, System Design and Implementation, Mathematical Modeling
4.8
Rating, 4.8 out of 5 stars
51 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Microsoft
Project Development in Python
Skills you'll gain: DevOps, Agile Methodology, Docker (Software), Project Management, Needs Assessment, Prometheus (Software), Business Requirements, Project Planning, Jira (Software), Python Programming, Natural Language Processing, Portfolio Management, Communication, Professional Networking, Interviewing Skills
4.2
Rating, 4.2 out of 5 stars
10 reviews
Beginner · Course · 1 - 3 Months
LearnQuest
Data Processing with Azure
Skills you'll gain: Microsoft Azure, Big Data, Data Processing, Analytics, Data Pipelines, Databricks, Apache Spark, PySpark, Data Analysis, Data Warehousing, Extract, Transform, Load, Real Time Data, Data Transformation, Scheduling, Data Storage
3.7
Rating, 3.7 out of 5 stars
67 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Learn to Teach Java
Skills you'll gain: Debugging, Object Oriented Programming (OOP), Java, Programming Principles, Java Programming, Pedagogy, Program Development, Integrated Development Environments, Software Design, Computational Thinking, Computer Programming, Cultural Responsiveness, Test Case, Pseudocode, Algorithms, Data Structures
4.7
Rating, 4.7 out of 5 stars
56 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Packt
Foundations of Data Analysis with Pandas and Python
Skills you'll gain: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Python Programming, Data Structures, Integrated Development Environments, Development Environment, Software Installation, Object Oriented Programming (OOP)
4.8
Rating, 4.8 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
The State University of New York
Decentralized Finance (DeFi) for Everyone
Skills you'll gain: Digital Assets, Blockchain, Market Liquidity, FinTech, Financial Market, Cryptography, Cryptographic Protocols, Financial Systems, Distributed Computing, Governance, Identity and Access Management, Market Data, Financial Regulation, Asset Management, Web Applications, Transaction Processing, Payment Systems, Financial Services, Emerging Technologies, Investments
Beginner · Specialization · 1 - 3 Months
Packt
Regression Analysis for Statistics & Machine Learning in R
Skills you'll gain: Regression Analysis, Data Cleansing, R Programming, Applied Machine Learning, Statistical Analysis, Data Manipulation, Statistical Machine Learning, Classification And Regression Tree (CART), Tidyverse (R Package), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Data Transformation, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Codio
Getting Started with Generative AI APIs
Skills you'll gain: OpenAI, Large Language Modeling, Generative AI, ChatGPT, Prompt Engineering, Applied Machine Learning, Application Programming Interface (API), Natural Language Processing, Text Mining, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning
3.7
Rating, 3.7 out of 5 stars
23 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Minnesota
Advanced Models for Decision Making
Skills you'll gain: Operations Research, Supply Chain, Business Analytics, Mathematical Modeling, Manufacturing Operations, Workforce Planning, Microsoft Excel, Resource Allocation, Finance, Production Planning, Investment Management, Decision Making
4.8
Rating, 4.8 out of 5 stars
53 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Building Autonomous AI Agents with LangGraph
Skills you'll gain: Generative AI Agents, Agentic systems, OpenAI, Artificial Intelligence, ChatGPT, Generative AI, Query Languages, User Interface (UI), Prompt Engineering, Large Language Modeling, Software Architecture, UI Components, Natural Language Processing, Python Programming, Human Machine Interfaces, Application Frameworks, Automation, Development Environment
Intermediate · Course · 1 - 3 Months