R courses can help you learn data manipulation, statistical analysis, data visualization, and programming fundamentals. You can build skills in creating reproducible research, performing regression analysis, and implementing machine learning algorithms. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, which enhance your ability to analyze datasets and present findings effectively.

Duke University
Skills you'll gain: Debugging, File I/O, Memory Management, Programming Principles, Maintainability, Software Testing, Program Development, C (Programming Language), Algorithms, Simulations, Computer Programming, Data Structures, Software Development, Software Engineering, Command-Line Interface, Problem Solving, Software Design
★ 4.6 (7.5K) · Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Memory Management, C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Data Structures, Secure Coding, Algorithms, Python Programming, Java Programming, Computer Architecture, Computer Programming, Java, Performance Tuning, Unix
★ 4.5 (263) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Persistence, Object Oriented Design, Java, Java Programming, File Management, Memory Management, Application Development, Maintainability, Computer Programming, Software Design, Development Environment, Programming Principles, Data Structures, Data Management, Integrated Development Environments, Software Installation
★ 4.6 (265) · Beginner · Specialization · 3 - 6 Months

University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Programming Principles, Software Design Patterns, Computer Programming, Algorithms, C (Programming Language), Graph Theory, Code Reusability, Memory Management, Computational Logic, Artificial Intelligence
★ 4.5 (9.6K) · Beginner · Specialization · 3 - 6 Months
University of California, Santa Cruz
Skills you'll gain: Programming Principles, Computational Logic
★ 4.5 (6.8K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Cloud Deployment, Unit Testing, Software Development Life Cycle, CI/CD, Object-Relational Mapping, OpenShift, Istio, Kubernetes, Cloud-Native Computing, Node.JS, Cloud Infrastructure, Git (Version Control System), HTML and CSS, Server Side, Javascript, Front-End Web Development, Cloud Computing, Data Ethics, Python Programming, Software Development
★ 4.6 (61K) · Beginner · Professional Certificate · 3 - 6 Months
Dartmouth College
Skills you'll gain: Memory Management, Command-Line Interface, C (Programming Language), Linux Commands, Linux, Computer Programming Tools, Embedded Systems, File I/O, Programming Principles, Computer Engineering, Linux Servers, File Systems, Build Tools, Data Structures, Algorithms, Computer Programming, Software Documentation, Computer Science, Software Engineering, Debugging
★ 4.6 (455) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Software Testing, Data Structures, Python Programming, Computer Programming, Computer Programming Tools, Django (Web Framework), Cloud Hosting
★ 4.6 (1.9K) · Beginner · Course · 1 - 3 Months
Skills you'll gain: Program Development, Programming Principles, Scripting, Python Programming, Computer Programming, Data Structures, Debugging, Computational Logic, Computer Programming Tools, Development Environment
★ 4.8 (41K) · Beginner · Course · 1 - 3 Months
Duke University
Skills you'll gain: File I/O, UI Components, Object Oriented Design, Java Programming, Software Design, User Interface (UI) Design, Debugging, Web Design and Development, Software Engineering, Hypertext Markup Language (HTML), Computer Programming, Program Development, Event-Driven Programming, Encryption, Algorithms, Javascript, Statistical Analysis, Data Processing, Data Analysis, Cascading Style Sheets (CSS)
★ 4.6 (22K) · Beginner · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Git (Version Control System), GitHub, Version Control, Debugging, Object Oriented Programming (OOP), Unit Testing, Programming Principles, Data Structures, Algorithms, Maintainability, Python Programming, Computational Logic, Package and Software Management, Computer Programming, Code Reusability, Scripting, Jupyter
★ 4.5 (632) · Beginner · Course · 1 - 3 Months

Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Bash (Scripting Language), Package and Software Management, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science
★ 4.6 (63K) · Beginner · Professional Certificate · 3 - 6 Months