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(237)

Computer Science(143)

Business(75)

Information Technology(38)

Language
Required

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

English(500)

Spanish(281)

Chinese (China)(267)

Arabic(265)

Learning Product
Required

Guided Projects(45)

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(8)

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(7)

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(232)

Intermediate(248)

Advanced(18)

Mixed(58)

Duration
Required

Less Than 2 Hours(49)

1-4 Weeks(203)

1-3 Months(207)

3-6 Months(96)

6-12 Months(3)

1-4 Years(7)

Skills
Required

R Programming(229)

Data Analysis(173)

Statistical Analysis(135)

Data Manipulation(98)

Subtitles
Required

English(518)

Spanish(295)

Chinese (China)(276)

Arabic(275)

Educator
Required

Johns Hopkins University(56)

Coursera Project Network(44)

University of Colorado Boulder(33)

Packt(32)

Explore the R Course Catalog

Status: New
Edureka
Practical Deep Learning with Python
Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Computer Vision, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Machine Learning, Supervised Learning, Network Architecture
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run
Skills you'll gain: Google Cloud Platform, Cloud Applications, Ruby on Rails, Application Deployment, PostgreSQL, CI/CD, Object-Relational Mapping, Cloud Storage, Database Application, Key Management, Relational Databases
Intermediate · Project · Less Than 2 Hours
University of Colorado Boulder
Data Acquisition, Risk, and Estimation
Skills you'll gain: Sampling (Statistics), Engineering Management, Estimation, Sample Size Determination, Statistical Methods, Leadership and Management, Statistical Software, Leadership, Data Analysis, Data-Driven Decision-Making, Statistical Analysis, Statistical Hypothesis Testing, Risk Analysis, Probability & Statistics, R Programming, Business Risk Management, Return On Investment
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
Status: New
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
L&T EduTech
CPS solution for Industries
Skills you'll gain: Embedded Systems, Cyber Engineering, Internet Of Things, System Programming, C (Programming Language), Automation, Process Control, Electronic Systems, Robotic Process Automation, Manufacturing Processes, Mechanical Design, Equipment Design, Hydraulics, Integration Testing, Cloud Computing, Simulations, Electronic Components, Computer Hardware, Matlab, Computer Programming
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Spring Boot Foundations
Skills you'll gain: Spring Boot, Spring Framework, Bootstrap (Front-End Framework), Restful API, UI Components, Web Applications, Java, Web Development, Hibernate (Java), Application Development, Model View Controller, Application Security, Object-Relational Mapping, Databases
Intermediate · Course · 1 - 4 Weeks
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
Status: New
Packt
Interview Questions and Real-World Applications
Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Computer Programming, C++ (Programming Language), C (Programming Language), Python Programming, Debugging, Problem Management
Intermediate · Course · 3 - 6 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: 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
Status: New
Packt
Data Analytics and Visualization with Tableau and more
Skills you'll gain: Data Storytelling, Alteryx, Dashboard, R Programming, Data Visualization Software, Interactive Data Visualization, Statistical Programming, Tableau Software, Data Analysis, Data Manipulation, Statistical Analysis, Data Cleansing, Data Integration, Workflow Management, Data Transformation, Data Import/Export, Data Structures
Intermediate · Course · 1 - 4 Weeks