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
Duke University
Pointers, Arrays, and Recursion
Skills you'll gain: C (Programming Language), Data Structures, Program Development, Algorithms, Computational Thinking, Computer Programming, Debugging
4.3
Rating, 4.3 out of 5 stars
345 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Deep Learning and Reinforcement Learning
Skills you'll gain: Generative AI, Reinforcement Learning, Deep Learning, Unsupervised Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Keras (Neural Network Library), Machine Learning Algorithms, Tensorflow, Computer Vision, Dimensionality Reduction, Natural Language Processing
4.6
Rating, 4.6 out of 5 stars
253 reviews
Intermediate · 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
University of Michigan
Intermediate PostgreSQL
Skills you'll gain: Stored Procedure, PostgreSQL, SQL, Database Management, Database Design, Relational Databases, Query Languages, Data Manipulation, Data Import/Export, Data Integrity, Text Mining, Transaction Processing
4.7
Rating, 4.7 out of 5 stars
323 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Infosec
Introduction to Python for Cybersecurity
Skills you'll gain: MITRE ATT&CK Framework, Cybersecurity, Cyber Threat Intelligence, Cyber Operations, Network Security, IT Automation, Scripting, Python Programming
4.4
Rating, 4.4 out of 5 stars
398 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Create Your First Python Program From UST
Skills you'll gain: Python Programming, Command-Line Interface, Programming Principles, Computer Programming, Scripting, Scripting Languages, Development Environment
4.6
Rating, 4.6 out of 5 stars
2.9K reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
University of London
Introduction to Meteor.js Development
Skills you'll gain: MongoDB, JavaScript Frameworks, Web Applications, Authentications, Web Development, Database Application, User Accounts, Application Security, Database Systems, Package and Software Management, Software Installation
4.6
Rating, 4.6 out of 5 stars
1.2K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
IBM
Generative AI: Enhance your Data Analytics Career
Skills you'll gain: Generative AI, Data Storytelling, OpenAI, Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Dashboard, Prompt Engineering, ChatGPT, Data Ethics, Data Visualization Software, SQL, Python Programming, Query Languages
4.7
Rating, 4.7 out of 5 stars
116 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Data Visualization and Transformation with R
Skills you'll gain: Version Control, Ggplot2, R Programming, GitHub, Data Visualization Software, Data Visualization, Statistical Methods, Git (Version Control System), Tidyverse (R Package), Exploratory Data Analysis, Data Analysis, Data Science, Data Transformation, Data-Driven Decision-Making, Statistical Programming, Statistical Analysis, Data Manipulation, Data Cleansing
4.7
Rating, 4.7 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Python, Bash and SQL Essentials for Data Engineering
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Scripting, Cloud Engineering, Command-Line Interface, Software Development Tools
4.5
Rating, 4.5 out of 5 stars
430 reviews
Beginner · Specialization · 3 - 6 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
Coursera Project Network
Exploratory Data Analysis With Python and Pandas
Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis
4.5
Rating, 4.5 out of 5 stars
437 reviews
Beginner · Guided Project · Less Than 2 Hours