What skills can I learn in R programming courses on Coursera?

R programming courses on Coursera offer learners an opportunity to master a wide array of skills essential for data analysis , statistical computing, and graphical representation, including: Fundamentals of R syntax and programming environment Data manipulation and cleaning techniques using R packages like dplyr and tidyr Statistical analysis and model building to interpret complex data sets Creating compelling visualizations with ggplot2 and other visualization tools Developing reproducible reports and interactive web apps with R Markdown and Shiny Applying R in various domains such as finance, healthcare, and academic research

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

What certifications and credentials can I earn by studying R programming on Coursera?

Engaging in R programming courses on Coursera can lead to several forms of recognition that highlight your skills and dedication: Course Certificates: These certificates demonstrate your success in individual R programming courses, showcasing your skills in specific aspects of the language. Professional Certificates: Obtain these by completing a series of courses that prepare you for data analysis and statistical roles using R. Specializations: Deepen your proficiency with comprehensive course sequences that focus on specific areas such as statistical analysis, machine learning, or advanced data visualization with R.

How can I purchase R programming training courses for my team?

Looking to enhance your team's R programming skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our R programming training options and make a purchase, please visit our Coursera for Teams page.

Top R Courses - Learn R Online

Skip to search results

Filter by

Subject
Required

Data Science(235)

Computer Science(146)

Business(73)

Information Technology(39)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(500)

Spanish(280)

Arabic(264)

Chinese (China)(263)

Learning Product
Required

Guided Projects(46)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(403)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(4)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(96)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(7)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(2)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(6)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Graduate Certificates(1)

Earn a university-issued career credential in a flexible, interactive format.

Level
Required

Beginner(228)

Intermediate(251)

Advanced(18)

Mixed(59)

Duration
Required

Less Than 2 Hours(50)

1-4 Weeks(200)

1-3 Months(212)

3-6 Months(93)

6-12 Months(3)

1-4 Years(6)

Skills
Required

R Programming(229)

Data Analysis(174)

Statistical Analysis(134)

Data Manipulation(97)

Subtitles
Required

English(517)

Spanish(293)

Arabic(273)

Portuguese (Brazil)(273)

Educator
Required

Johns Hopkins University(56)

Coursera Project Network(45)

Packt(33)

University of Colorado Boulder(33)

Explore the R Course Catalog

Johns Hopkins University
Foundations of Probability and Random Variables
Skills you'll gain: R Programming, Statistical Analysis, Combinatorics, Data Analysis, Probability, Statistics, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML), Simulations
Intermediate · Course · 1 - 3 Months
Google Cloud
Awwvision: Cloud Vision API from a Kubernetes Cluster
Skills you'll gain: Kubernetes, Image Analysis, Application Deployment, Containerization, Google Cloud Platform, Cloud Applications, Cloud API, Computer Vision, Web Applications
Intermediate · Project · Less Than 2 Hours
SkillUp EdTech
Improvement Techniques and Control Tools
Skills you'll gain: Lean Methodologies, Process Improvement, Quality Improvement, Lean Manufacturing, Statistical Process Controls, Continuous Improvement Process, Process Optimization, Continuous Quality Improvement (CQI), Process Management, Quality Control, Employee Training, Waste Minimization, Data-Driven Decision-Making
Beginner · Course · 1 - 3 Months
Status: New
Edureka
Web Development with Rust
Skills you'll gain: Restful API, System Programming, API Design, Rust (Programming Language), Web Frameworks, Web Development, Application Programming Interface (API), Back-End Web Development, Web Servers, Web Applications, Web Services, Object-Relational Mapping, Secure Coding, Database Development
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Spring Framework Master Class: Java Spring - The Modern Way
Skills you'll gain: Spring Framework, Spring Boot, JUnit, Eclipse (Software), Unit Testing, Java, Gradle, Apache Maven, Web Applications, Hibernate (Java), Model View Controller, Object-Relational Mapping, Software Testing, Databases, Software Design Patterns
Beginner · Course · 3 - 6 Months
Status: New
Korea Advanced Institute of Science and Technology(KAIST)
Applied Math for Materials Science and Engineering
Skills you'll gain: Integral Calculus, Calculus, Advanced Mathematics, Applied Mathematics, Mathematical Theory & Analysis, Mathematical Modeling, Differential Equations, Derivatives
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Master Java Web Services and REST API with Spring Boot
Skills you'll gain: Web Services, Spring Framework, Simple Object Access Protocol (SOAP), Spring Boot, Restful API, Hibernate (Java), Open Web Application Security Project (OWASP), Java, API Design, Postman API Platform, JSON, JUnit, Software Documentation, Object-Relational Mapping, Extensible Markup Language (XML)
Intermediate · Course · 1 - 3 Months
Packt
.NET Core Microservices - The Complete Guide (.NET 6 MVC)
Skills you'll gain: Microservices, .NET Framework, Microsoft Azure, OAuth, Software Architecture, Object-Relational Mapping, Cloud Storage, API Gateway, Authentications, Data Storage, Software Development, Model View Controller, Application Programming Interface (API), Restful API, Database Design
Beginner · Course · 3 - 6 Months
Status: Free
Johns Hopkins University
Der Werkzeugkasten des Data Scientist
Skills you'll gain: Rmarkdown, Data Science, Version Control, Big Data, R Programming, Software Development Tools, GitHub, Statistical Programming, Git (Version Control System), Data Analysis, Development Environment, Technical Communication
Mixed · Course · 1 - 4 Weeks
Dartmouth College
Reflections from 40 Years Fighting International Epidemics
Skills you'll gain: Infectious Diseases, Epidemiology, Infection Control, Preventative Care, Emergency Response, Health Care, Health Systems, Medical Science and Research, Public Safety and National Security, Environmental Issue, Public Policies, Liberal Arts, Direct Patient Care, International Relations, Public Affairs, Cultural Sensitivity, Storytelling
Beginner · Course · 1 - 3 Months
Packt
ASP.NET Core - SOLID and Clean Architecture (.NET 5 and Up)
Skills you'll gain: ASP.NET, .NET Framework, Software Design Patterns, Maintainability, Software Design, C# (Programming Language), Software Architecture, Authentications, Application Programming Interface (API), Testability, Restful API, Unit Testing, Software Development, Integration Testing, User Interface (UI), Application Security, Object-Relational Mapping, Front-End Web Development, Database Development, Data Validation
Intermediate · Course · 1 - 3 Months
Status: Free
Duke University
Inferenzstatistik
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Data Analysis, Probability & Statistics, Statistical Methods, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution, Software Installation
Beginner · Course · 1 - 3 Months

R learners also search

Beginner Data Analysis

1…44 45 46…48

In summary, here are 10 of our most popular r courses

Foundations of Probability and Random Variables: Johns Hopkins University
Awwvision: Cloud Vision API from a Kubernetes Cluster: Google Cloud
Improvement Techniques and Control Tools: SkillUp EdTech
Web Development with Rust: Edureka
Spring Framework Master Class: Java Spring - The Modern Way: Packt
Applied Math for Materials Science and Engineering: Korea Advanced Institute of Science and Technology(KAIST)
Master Java Web Services and REST API with Spring Boot: Packt
.NET Core Microservices - The Complete Guide (.NET 6 MVC): Packt
Der Werkzeugkasten des Data Scientist: Johns Hopkins University
Reflections from 40 Years Fighting International Epidemics: Dartmouth College

R Courses Online