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
Infosec
Advanced Python Scripting for Cybersecurity
Skills you'll gain: Network Analysis, Network Security, Cyber Operations, MITRE ATT&CK Framework, Cybersecurity, Threat Detection, Network Monitoring, Penetration Testing, Anomaly Detection, Scripting, Network Protocols, Authentications, TCP/IP, Python Programming, Data Access, User Accounts, System Programming, Automation
4.5
Rating, 4.5 out of 5 stars
73 reviews
Beginner · Specialization · 1 - 3 Months
NVIDIA
The Fundamentals of RDMA Programming
Skills you'll gain: Application Programming Interface (API), Network Model, TCP/IP, Network Protocols, System Programming, Hardware Architecture, Performance Tuning
4.6
Rating, 4.6 out of 5 stars
36 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Pennsylvania
Artificial Intelligence Essentials
Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computer Science, Computer Programming
4.6
Rating, 4.6 out of 5 stars
21 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Node.js & MongoDB: Developing Back-end Database Applications
Skills you'll gain: Node.JS, MongoDB, NoSQL, Restful API, Back-End Web Development, Server Side, Application Deployment, Authentications, Cloud Applications, Database Application, JavaScript Frameworks, Application Programming Interface (API), Application Performance Management, Scalability, Web Applications, Middleware, Databases, Data Validation
4.5
Rating, 4.5 out of 5 stars
38 reviews
Intermediate · Course · 1 - 3 Months
Instituto Tecnológico de Aeronáutica
Desenvolvimento Ágil com Java Avançado
Skills you'll gain: Model View Controller, Selenium (Software), Web Applications, Java, JUnit, Data Access, Integration Testing, Software Testing, Application Development, Agile Software Development, Database Development, Development Testing
4.7
Rating, 4.7 out of 5 stars
196 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Vanderbilt University
Chat with Your Data: Generative AI-Powered SQL Data Analysis
Skills you'll gain: SQL, Generative AI, Data Visualization, Data Storytelling, Data Analysis, Debugging, Data-Driven Decision-Making, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases
5
Rating, 5 out of 5 stars
20 reviews
Beginner · Course · 1 - 4 Weeks
Columbia University
Decision Making and Reinforcement Learning
Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Markov Model, Data-Driven Decision-Making, Decision Support Systems, Simulations, Probability & Statistics
4.3
Rating, 4.3 out of 5 stars
20 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Pressure, Force, Motion, and Humidity Sensors
Skills you'll gain: Embedded Software, Embedded Systems, Electronic Hardware, Electrical Systems, Machine Controls, Electronic Systems, Electronics, Equipment Design, Hardware Design, Control Systems, Electronic Components
4.7
Rating, 4.7 out of 5 stars
256 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Introduction to the Tidyverse
Skills you'll gain: Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Transformation, Data Manipulation, R Programming, Data Science, Exploratory Data Analysis, Data Analysis, Ggplot2, File Management, Data Import/Export
4.4
Rating, 4.4 out of 5 stars
50 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Packt
Data Analysis with Pandas and Python
Skills you'll gain: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Integration, Data Wrangling, Time Series Analysis and Forecasting, Data Transformation, Python Programming, Data Structures, Integrated Development Environments
4.7
Rating, 4.7 out of 5 stars
23 reviews
Intermediate · Specialization · 3 - 6 Months
Status: New
Johns Hopkins University
Advanced Business Analytics: Excel Optimization & Simulation
Skills you'll gain: Operations Research, Resource Allocation, Simulation and Simulation Software, Microsoft Excel, Business Analytics, Data-Driven Decision-Making, Business Risk Management, Transportation Operations, Risk Analysis, Process Optimization, Statistical Methods, Business Modeling, Logistics
4.9
Rating, 4.9 out of 5 stars
24 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Statistics and Data Analysis with Excel, Part 1
Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis
4.7
Rating, 4.7 out of 5 stars
28 reviews
Beginner · Course · 1 - 3 Months