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 Michigan
Applied Plotting, Charting & Data Representation in Python
Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Scientific Visualization, Visualization (Computer Graphics), Statistical Visualization, Graphing, Scatter Plots, Data Manipulation, Histogram, NumPy, Pandas (Python Package)
4.5
Rating, 4.5 out of 5 stars
6.3K reviews
Intermediate · Course · 1 - 4 Weeks
Universidad Austral
Aprende a programar con Python
Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Scripting, Programming Principles, Software Installation, Development Environment
4.5
Rating, 4.5 out of 5 stars
2.2K reviews
Beginner · Specialization · 3 - 6 Months
Google Cloud
Google Cloud Digital Leader Training
Skills you'll gain: Cloud Management, Serverless Computing, Google Cloud Platform, Digital Transformation, Data Governance, Cloud Services, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Data Strategy, Application Programming Interface (API), Real Time Data, Business Transformation, Artificial Intelligence, Data Management, Hybrid Cloud Computing, Data Warehousing, Cloud Computing, Data Security
4.8
Rating, 4.8 out of 5 stars
4.5K reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Colorado System
Database Management Essentials
Skills you'll gain: Database Design, Relational Databases, Data Modeling, Database Management Systems, Databases, Oracle Databases, SQL, Data Warehousing, Data Integrity, PostgreSQL
4.6
Rating, 4.6 out of 5 stars
3.3K reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Bioconductor for Genomic Data Science
Skills you'll gain: Bioinformatics, R Programming, Statistical Programming, Data Analysis, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access, Object Oriented Programming (OOP)
3.8
Rating, 3.8 out of 5 stars
380 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Dashboard Development with Shiny: GenAI for Retail Analysis
Skills you'll gain: Shiny (R Package), Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, R Programming, User Interface (UI), Ggplot2, Data Manipulation, Data Processing, Data Integration, Data Import/Export
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Universidad Nacional Autónoma de México
Robótica
Skills you'll gain: Remote Access Systems, Mobile Development, Basic Electrical Systems, Prototyping, Electronic Systems, Computer Programming
4.5
Rating, 4.5 out of 5 stars
1.5K reviews
Mixed · Course · 1 - 3 Months
Duke University
Writing, Running, and Fixing Code in C
Skills you'll gain: Debugging, Software Testing, Program Development, Pseudocode, Simulations, Computer Programming, Programming Principles, Algorithms, Development Environment, C (Programming Language), Command-Line Interface
4.3
Rating, 4.3 out of 5 stars
799 reviews
Beginner · Course · 1 - 4 Weeks
University of Washington
Machine Learning: Regression
Skills you'll gain: Regression Analysis, Predictive Modeling, Supervised Learning, Statistical Modeling, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Machine Learning, Statistical Methods, Dimensionality Reduction, Python Programming, Data Validation
4.8
Rating, 4.8 out of 5 stars
5.6K reviews
Mixed · Course · 1 - 3 Months
University of Michigan
Understanding and Visualizing Data with Python
Skills you'll gain: Sampling (Statistics), Data Visualization, Statistics, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, Data Collection, NumPy, Box Plots, Histogram, Python Programming
4.7
Rating, 4.7 out of 5 stars
2.7K reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Foundations of Data Structures and Algorithms
Skills you'll gain: Theoretical Computer Science, Algorithms, Data Structures, Graph Theory, Operations Research, Public Key Cryptography Standards (PKCS), Computational Logic, Cryptography, Computational Thinking, Pseudocode, Design Strategies, Combinatorics, Programming Principles, Computer Programming, Computer Science, Encryption, Network Model, Linear Algebra, Analysis, Mathematical Modeling
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
702 reviews
Advanced · Specialization · 3 - 6 Months
Coursera Project Network
Introduction to Basic Game Development using Scratch
Skills you'll gain: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Computer Programming Tools, Computer Programming, Program Development, Interactive Design, Integrated Development Environments, Software Development Tools, Computer Science
4.5
Rating, 4.5 out of 5 stars
1.5K reviews
Beginner · Guided Project · Less Than 2 Hours