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
University of Toronto
Introduction to Self-Driving Cars
Skills you'll gain: Control Systems, Embedded Software, Automation, Software Architecture, Simulations, Safety Assurance, Hardware Architecture, Systems Architecture, Verification And Validation, Mathematical Modeling, Engineering Analysis, Computer Hardware, Risk Management Framework, Mechanics
4.7
Rating, 4.7 out of 5 stars
2.9K reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
Google Cloud
Natural Language Processing on Google Cloud
Skills you'll gain: Natural Language Processing, Large Language Modeling, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Cloud API, Cloud Solutions, Feature Engineering, Application Programming Interface (API)
4.4
Rating, 4.4 out of 5 stars
535 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
Google
Go Beyond the Numbers: Translate Data into Insights
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Data Visualization Software, Data Presentation, Data Transformation, Data Ethics, Tableau Software, Data Manipulation, Data Cleansing, Data Analysis, Stakeholder Communications, Matplotlib, Pandas (Python Package), Jupyter, Data Validation, Python Programming
4.7
Rating, 4.7 out of 5 stars
793 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
Board Infinity
Data Structures & Backend with Java
Skills you'll gain: Spring Boot, Restful API, Model View Controller, Spring Framework, Java, Java Programming, Web Services, Back-End Web Development, Data Structures, Object Oriented Programming (OOP), Authentications, Authorization (Computing)
4.3
Rating, 4.3 out of 5 stars
106 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Linux System Programming and Introduction to Buildroot
Skills you'll gain: Embedded Systems, System Programming, Linux, Operating Systems, File Systems, Shell Script, Debugging, OS Process Management, Build Tools, C and C++, Cross Platform Development
4.3
Rating, 4.3 out of 5 stars
132 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
DevOps, DataOps, MLOps
Skills you'll gain: MLOps (Machine Learning Operations), Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Containerization, Rust (Programming Language), DevOps, Applied Machine Learning, Cloud Solutions, CI/CD, Python Programming, Serverless Computing, Application Frameworks, Docker (Software), Generative AI Agents, GitHub, Command-Line Interface
4.2
Rating, 4.2 out of 5 stars
171 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
EDUCBA
ARM Cortex (STM32) Deep Dive: Mastering Embedded Systems
Skills you'll gain: Embedded Software, Embedded Systems, Peripheral Devices, C (Programming Language), System Programming, Hardware Architecture, Data Structures, Debugging, Hardware Troubleshooting, Development Environment, Performance Tuning, Integrated Development Environments, C++ (Programming Language)
4.7
Rating, 4.7 out of 5 stars
42 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Corporate Finance Institute
Python Fundamentals
Skills you'll gain: Matplotlib, Financial Data, Exploratory Data Analysis, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Python Programming, Data Cleansing, Computer Programming
Advanced · Course · 1 - 3 Months
Universidad de los Andes
Análisis estático lineal y no lineal de estructuras
Skills you'll gain: Structural Analysis, Engineering Analysis, Civil Engineering, Finite Element Methods, Numerical Analysis, Program Development, Linear Algebra, Python Programming, Simulation and Simulation Software
Advanced · Course · 1 - 3 Months
Status: Free Trial
Stanford University
Probabilistic Graphical Models 2: Inference
Skills you'll gain: Bayesian Network, Bayesian Statistics, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms, Computational Thinking
4.6
Rating, 4.6 out of 5 stars
488 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Advanced Algorithms and Complexity
Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Theoretical Computer Science, Network Analysis, Data Structures, Computational Thinking, Linear Algebra, Computer Science, Big Data, Probability & Statistics
4.6
Rating, 4.6 out of 5 stars
694 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
University of Toronto
Visual Perception for Self-Driving Cars
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Computer Graphics, Artificial Neural Networks, Visualization (Computer Graphics), Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Linear Algebra
4.7
Rating, 4.7 out of 5 stars
581 reviews
Advanced · Course · 1 - 3 Months