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

University of Illinois Urbana-Champaign
Introduction to Accounting Data Analytics and Visualization
Skills you'll gain: Data Visualization, Tableau Software, Data Presentation, Data Visualization Software, Excel Macros, Analytics, Accounting Software, Accounting and Finance Software, Analytical Skills, Pivot Tables And Charts, Accounting Systems, Business Analytics, Microsoft Excel, Financial Data, Spreadsheet Software, Data Collection, Data-Driven Decision-Making, Data Manipulation, Excel Formulas, Analysis
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
440 reviews
Beginner · Course · 1 - 3 Months
IBM
SQL: A Practical Introduction for Querying Databases
Skills you'll gain: SQL, Stored Procedure, Relational Databases, MySQL, Microsoft SQL Servers, Query Languages, Database Management, Databases, Cloud Management, IBM DB2, Data Manipulation, Data Analysis, Transaction Processing
4.7
Rating, 4.7 out of 5 stars
517 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Universitat Pompeu Fabra of Barcelona
Audio Signal Processing for Music Applications
Skills you'll gain: Open Source Technology, Python Programming, NumPy, Computer Programming Tools, Computer Programming, Algorithms, Development Environment
4.8
Rating, 4.8 out of 5 stars
290 reviews
Intermediate · Course · 1 - 3 Months
Board Infinity
.Net Full Stack Foundation
Skills you'll gain: ASP.NET, .NET Framework, C# (Programming Language), Application Frameworks, Web Applications, Object Oriented Programming (OOP), Web Design and Development, Programming Principles, Full-Stack Web Development, Event-Driven Programming, Computer Programming, Debugging, Development Environment, Data Structures
4.1
Rating, 4.1 out of 5 stars
238 reviews
Beginner · Course · 1 - 4 Weeks
Imperial College London
Developing the SIR Model
Skills you'll gain: Epidemiology, Infectious Diseases, Mathematical Modeling, Statistical Modeling, R Programming, Differential Equations, Quantitative Research, Applied Mathematics
4.8
Rating, 4.8 out of 5 stars
271 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Data Visualization using Plotnine and ggplot
Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram
4.6
Rating, 4.6 out of 5 stars
14 reviews
Intermediate · Guided Project · Less Than 2 Hours
IBM
Supervised Machine Learning: Regression
Skills you'll gain: Supervised Learning, Applied Machine Learning, Regression Analysis, Machine Learning, Data Validation, Predictive Modeling, Statistical Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Jupyter, Pandas (Python Package), Performance Metric
4.7
Rating, 4.7 out of 5 stars
699 reviews
Intermediate · Course · 1 - 3 Months
Kennesaw State University
Six Sigma Tools for Define and Measure
Skills you'll gain: Data Collection, Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Process Improvement, Business Process, Project Management, Project Planning, Process Mapping, Descriptive Statistics, Statistics, Stakeholder Management, Customer Insights, Data Integrity
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
2.5K reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Inferential Statistical Analysis with Python
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Bayesian Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Quantitative Research, Python Programming, Matplotlib, NumPy
4.6
Rating, 4.6 out of 5 stars
917 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Mathematical Biostatistics Boot Camp 1
Skills you'll gain: Sampling (Statistics), Bayesian Statistics, Probability & Statistics, Statistical Inference, Statistical Methods, Probability, Probability Distribution, Data Analysis, Statistical Analysis, Biostatistics
4.4
Rating, 4.4 out of 5 stars
509 reviews
Mixed · Course · 1 - 4 Weeks
Google
Google Advanced Data Analytics Capstone
Skills you'll gain: Regression Analysis, Data Visualization, Statistical Analysis, Advanced Analytics, Data Analysis, Business Analytics, Data Science, Data-Driven Decision-Making, Predictive Modeling, Machine Learning, Interviewing Skills, Portfolio Management
4.8
Rating, 4.8 out of 5 stars
1.1K reviews
Advanced · Course · 1 - 4 Weeks
Duke University
Introduction to Programming and Animation with Alice
Skills you'll gain: Event-Driven Programming, Storyboarding, Programming Principles, 3D Modeling, Storytelling, Computer Graphics, Object Oriented Programming (OOP), Computer Programming, Scripting, Algorithms, Computational Thinking, Debugging
4.2
Rating, 4.2 out of 5 stars
42 reviews
Beginner · Course · 1 - 3 Months