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

IBM
Generative AI for Software Developers
Skills you'll gain: ChatGPT, Generative AI, OpenAI, CI/CD, Software Development, Software Development Life Cycle, DevSecOps, Data Ethics, Natural Language Processing, Prototyping, Software Architecture, Artificial Intelligence, IBM Cloud, Artificial Intelligence and Machine Learning (AI/ML), Software Testing, Software Development Tools, Augmented and Virtual Reality (AR/VR), Debugging, Image Analysis, Technical Communication
4.7
Rating, 4.7 out of 5 stars
4.7K reviews
Intermediate · Specialization · 1 - 3 Months
University of Illinois Urbana-Champaign
Accelerated Computer Science Fundamentals
Skills you'll gain: C++ (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Graph Theory, Development Environment, Data Storage, Computer Programming, Software Engineering, Algorithms, Data Storage Technologies, Debugging, Program Development, Database Systems, Database Theory, Network Routing, Computational Thinking
4.7
Rating, 4.7 out of 5 stars
3.5K reviews
Intermediate · Specialization · 1 - 3 Months
Status: Free
University of Virginia
Introduction to Personal Branding
Skills you'll gain: Branding, Brand Strategy, Brand Management, Personal Attributes, Safety and Security, Digital Assets, Personal Development, Social Media, Personally Identifiable Information, Self-Awareness, Social Media Strategy, Constructive Feedback
4.4
Rating, 4.4 out of 5 stars
8.8K reviews
Beginner · Course · 1 - 3 Months
Status: Free
The State University of New York
Practical Time Series Analysis
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, R Programming, Statistical Analysis, Data Analysis, Data Visualization, Mathematical Modeling, Statistical Modeling, Predictive Analytics, Predictive Modeling, Correlation Analysis, Probability & Statistics, Descriptive Statistics, Statistical Inference
4.6
Rating, 4.6 out of 5 stars
1.7K reviews
Intermediate · Course · 1 - 3 Months
Vanderbilt University
Prompt Engineering for ChatGPT
Skills you'll gain: ChatGPT, Generative AI, Artificial Intelligence, Creative Thinking, Creative Problem-Solving, Natural Language Processing, Problem Solving, Application Development, Communication
4.8
Rating, 4.8 out of 5 stars
5.1K reviews
Beginner · Course · 1 - 3 Months
DeepLearning.AI
Linear Algebra for Machine Learning and Data Science
Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Data Transformation, Data Manipulation, Data Science, Machine Learning Algorithms, Applied Mathematics, Python Programming
4.6
Rating, 4.6 out of 5 stars
1.9K reviews
Intermediate · Course · 1 - 4 Weeks
Google
Build Wireframes and Low-Fidelity Prototypes
Skills you'll gain: Storyboarding, Wireframing, Figma (Design Software), Information Architecture, User Experience Design, User Centered Design, Prototyping, User Interface and User Experience (UI/UX) Design, Mockups, User Flows, Mobile Development, Design Elements And Principles, Data Ethics
4.9
Rating, 4.9 out of 5 stars
9.2K reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistical Analysis, Applied Mathematics
4.5
Rating, 4.5 out of 5 stars
187 reviews
Advanced · Course · 1 - 3 Months
IBM
IBM Data Architect
Skills you'll gain: NoSQL, Data Warehousing, SQL, Apache Hadoop, Extract, Transform, Load, Apache Airflow, Data Security, Linux Commands, Data Migration, Database Design, Data Governance, MySQL, Apache Spark, Data Pipelines, Apache Kafka, Database Management, Bash (Scripting Language), Shell Script, Database Architecture and Administration, Cloud Storage
4.6
Rating, 4.6 out of 5 stars
6.2K reviews
Beginner · Professional Certificate · 3 - 6 Months
University of California San Diego
Introduction to Discrete Mathematics for Computer Science
Skills you'll gain: Graph Theory, Logical Reasoning, Cryptographic Protocols, Combinatorics, Computational Logic, Deductive Reasoning, Cryptography, Probability, Computational Thinking, Encryption, Mathematical Theory & Analysis, Network Analysis, Public Key Cryptography Standards (PKCS), Algorithms, Theoretical Computer Science, Python Programming, Data Structures, Cybersecurity, Computer Programming, Mathematical Modeling
4.5
Rating, 4.5 out of 5 stars
3.6K reviews
Beginner · Specialization · 3 - 6 Months
Packt
Regression Analysis for Statistics & Machine Learning in R
Skills you'll gain: Regression Analysis, Data Cleansing, R Programming, Data Manipulation, Statistical Analysis, Advanced Analytics, Statistical Machine Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Data Transformation, Statistical Modeling, Exploratory Data Analysis, Applied Machine Learning, Feature Engineering, Predictive Modeling, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
University of Michigan
Python Classes and Inheritance
Skills you'll gain: Object Oriented Programming (OOP), JSON, Object Oriented Design, Unit Testing, Python Programming, Software Testing, Data Structures
4.7
Rating, 4.7 out of 5 stars
3.7K reviews
Intermediate · Course · 1 - 4 Weeks