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

Google Cloud
From Data to Insights with Google Cloud
Skills you'll gain: Dashboard, SQL, Data Transformation, Big Data, Google Cloud Platform, Applied Machine Learning, Data Cleansing, Machine Learning, Data Infrastructure, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Data Warehousing, Database Architecture and Administration, Data Visualization Software, Predictive Modeling, Query Languages, Performance Tuning, Cloud API, Cloud Computing
4.6
Rating, 4.6 out of 5 stars
4.7K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free
The University of Melbourne
Discrete Optimization
Skills you'll gain: Operations Research, Combinatorics, Applied Mathematics, Graph Theory, Algorithms, Mathematical Modeling, Computational Thinking, Linear Algebra, Computer Programming, Program Development
4.8
Rating, 4.8 out of 5 stars
773 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Statistical Modeling for Data Science Applications
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Statistical Methods, Data Science, Data Analysis, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Mathematical Modeling, Forecasting, Data Modeling, Quantitative Research, Machine Learning, Linear Algebra
Build toward a degree
4.1
Rating, 4.1 out of 5 stars
52 reviews
Intermediate · Specialization · 3 - 6 Months
IBM
IBM z/OS Mainframe Practitioner
Skills you'll gain: Virtualization, Unix, IBM DB2, IBM Cloud, Data Management, Virtual Machines, Database Management Systems, Data Storage, System Programming, Operating Systems, Unix Commands, Systems Architecture, IT Infrastructure, System Monitoring, File Systems, Data Centers, Servers, Control Panels, Command-Line Interface, Computing Platforms
4.7
Rating, 4.7 out of 5 stars
1.3K reviews
Intermediate · Professional Certificate · 1 - 3 Months
University of Toronto
Introduction To Swift Programming
Skills you'll gain: Swift Programming, iOS Development, Apple iOS, Apple Xcode, Mobile Development, Objective-C (Programming Language), Object Oriented Programming (OOP), Programming Principles, Image Analysis, Debugging
3.9
Rating, 3.9 out of 5 stars
1.4K reviews
Mixed · Course · 1 - 3 Months
University of London
Introduction to Computer Science and Programming
Skills you'll gain: Computer Science, Computer Systems, Development Environment, Web Applications, Debugging, Graphing, Program Development, Computer Networking, Computational Thinking, Usability, Arithmetic, Applied Mathematics, Mathematical Modeling, Cybersecurity, Visualization (Computer Graphics), Computer Programming, Computer Graphics, Color Theory, Software Architecture, General Mathematics
4.2
Rating, 4.2 out of 5 stars
1.5K reviews
Beginner · Specialization · 3 - 6 Months
DeepLearning.AI
AI for Medical Diagnosis
Skills you'll gain: Image Analysis, Predictive Modeling, Risk Modeling, Data Processing, Artificial Intelligence, Classification And Regression Tree (CART), Applied Machine Learning, Computer Vision, Deep Learning, Natural Language Processing, Machine Learning, Radiology, Artificial Neural Networks, Probability & Statistics, Supervised Learning
4.7
Rating, 4.7 out of 5 stars
2K reviews
Intermediate · Course · 1 - 4 Weeks
University of California San Diego
Introduction to Big Data
Skills you'll gain: Big Data, Apache Hadoop, Scalability, Data Processing, Data Science, Distributed Computing, Unstructured Data, Data Analysis, Data Storage
4.6
Rating, 4.6 out of 5 stars
11K reviews
Mixed · Course · 1 - 3 Months
École Polytechnique Fédérale de Lausanne
Big Data Analysis with Scala and Spark
Skills you'll gain: Apache Spark, Scala Programming, Distributed Computing, Big Data, Data Manipulation, Data Processing, Performance Tuning, Data Analysis
4.6
Rating, 4.6 out of 5 stars
2.6K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Princeton University
Algorithms, Part I
Skills you'll gain: Data Structures, Algorithms, Programming Principles, Java, Performance Testing, Theoretical Computer Science, Computer Science, Object Oriented Programming (OOP)
4.9
Rating, 4.9 out of 5 stars
12K reviews
Intermediate · Course · 3 - 6 Months
University of Michigan
Introduction to Structured Query Language (SQL)
Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, Data Modeling, Query Languages, Development Environment, Software Installation, Data Structures
4.7
Rating, 4.7 out of 5 stars
5.4K reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Data Visualization using dplyr and ggplot2 in R
Skills you'll gain: Ggplot2, Plot (Graphics), Tidyverse (R Package), Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Wrangling, Data Manipulation
4.9
Rating, 4.9 out of 5 stars
17 reviews
Intermediate · Guided Project · Less Than 2 Hours