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(243)

Computer Science(144)

Business(74)

Information Technology(39)

Language
Required

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

English(510)

Spanish(285)

Arabic(269)

Chinese (China)(268)

Learning Product
Required

Guided Projects(45)

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

Courses(409)

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(98)

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(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(236)

Intermediate(254)

Advanced(15)

Mixed(59)

Duration
Required

Less Than 2 Hours(49)

1-4 Weeks(201)

1-3 Months(216)

3-6 Months(93)

6-12 Months(3)

1-4 Years(6)

Skills
Required

R Programming(238)

Data Analysis(157)

Statistical Analysis(137)

Data Manipulation(100)

Subtitles
Required

English(526)

Spanish(301)

Arabic(279)

Portuguese (Brazil)(279)

Educator
Required

Johns Hopkins University(57)

Coursera Project Network(44)

Packt(32)

University of Colorado Boulder(31)

Explore the R Course Catalog

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), Secure Coding, Restful API, Software Testing, Unit Testing, Microsoft Visual Studio, User Interface (UI), Object-Relational Mapping, Infrastructure Architecture, Data Validation
Intermediate · Course · 1 - 3 Months
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, Secure Coding, Relational Databases
Intermediate · Project · Less Than 2 Hours
Status: Free Trial
The State University of New York
Player Evaluation, Team Performance and Roster Management
Skills you'll gain: Performance Analysis, Analytics, Data-Driven Decision-Making, Data Analysis, Scheduling, Labor Relations, Team Performance Management, Linear Algebra, Contract Management, Contract Negotiation, R Programming
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
RStudio for Six Sigma - Hypothesis Testing
Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Six Sigma Methodology, R Programming, Statistical Analysis, Regression Analysis, Probability & Statistics, Data Literacy, Descriptive Statistics
4.5
Rating, 4.5 out of 5 stars
10 reviews
Intermediate · Guided Project · Less Than 2 Hours
LearnKartS
Tableau for Data Visualization and Analysis
Skills you'll gain: Tableau Software, Forecasting, Data Visualization Software, Dashboard, Interactive Data Visualization, Data Storytelling, Time Series Analysis and Forecasting, Trend Analysis, Data Modeling, Exploratory Data Analysis, Data Analysis, Geospatial Mapping, Data Integration, Systems Integration
4.7
Rating, 4.7 out of 5 stars
9 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Fred Hutchinson Cancer Center
Researcher's guide to omic fundamentals
Skills you'll gain: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Metadata Management, R Programming, Scientific Methods, Data Quality, Data Validation
3.8
Rating, 3.8 out of 5 stars
11 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Codio
Select Topics in Python: Django
Skills you'll gain: Version Control, GitHub, Django (Web Framework), Application Deployment, Object-Relational Mapping, Unit Testing, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS
4.9
Rating, 4.9 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Advanced RAG with Vector Databases and Retrievers
Skills you'll gain:
Intermediate · Course
University of Leeds
Statistical Methods
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Data Collection, Statistics, Statistical Inference, R Programming, Probability, Data Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics
4.8
Rating, 4.8 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Illinois Tech
Variable Selection, Model Validation, Nonlinear Regression
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, Predictive Modeling, Advanced Analytics, Probability & Statistics, Data Validation
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
7 reviews
Intermediate · Course · 1 - 4 Weeks
Ball State University
Data Visualization
Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Data Visualization Software, Ggplot2, Interactive Data Visualization, Statistical Visualization, Visualization (Computer Graphics), R Programming, Data Storytelling, Data Presentation, Histogram, Scatter Plots, Data Analysis, Data Manipulation
Build toward a degree
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Edureka
Web Development with Rust
Skills you'll gain: Restful API, System Programming, API Design, Rust (Programming Language), Web Frameworks, Server Side, Web Development, Application Programming Interface (API), Back-End Web Development, Web Servers, Web Applications, Object-Relational Mapping, Secure Coding, Software Documentation, Database Development
Intermediate · Course · 1 - 4 Weeks

R learners also search

Beginner Data Analysis

1…40 41 42…48

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

ASP.NET Core - SOLID and Clean Architecture (.NET 5 and Up): Packt
Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run: Google Cloud
Player Evaluation, Team Performance and Roster Management: The State University of New York
RStudio for Six Sigma - Hypothesis Testing: Coursera Project Network
Tableau for Data Visualization and Analysis: LearnKartS
Researcher's guide to omic fundamentals: Fred Hutchinson Cancer Center
Select Topics in Python: Django: Codio
Advanced RAG with Vector Databases and Retrievers: IBM
Statistical Methods: University of Leeds
Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech

R Courses Online