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(138)

Business(73)

Information Technology(39)

Language
Required

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

English(492)

Spanish(277)

Arabic(261)

Portuguese (Brazil)(260)

Learning Product
Required

Guided Projects(44)

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

Courses(398)

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(93)

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(225)

Intermediate(246)

Advanced(19)

Mixed(57)

Duration
Required

Less Than 2 Hours(48)

1-4 Weeks(197)

1-3 Months(209)

3-6 Months(92)

6-12 Months(3)

1-4 Years(6)

Skills
Required

R Programming(225)

Data Analysis(166)

Statistical Analysis(132)

Data Manipulation(91)

Subtitles
Required

English(509)

Spanish(289)

Arabic(270)

Portuguese (Brazil)(269)

Educator
Required

Johns Hopkins University(53)

Coursera Project Network(43)

University of Colorado Boulder(33)

Packt(32)

Explore the R Course Catalog

University of Maryland, College Park
Combining and Analyzing Complex Data
Skills you'll gain: Statistical Analysis, Data Analysis Software, Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Data Analysis, Statistical Modeling, Statistical Methods, Descriptive Statistics, Regression Analysis
4.1
Rating, 4.1 out of 5 stars
63 reviews
Mixed · Course · 1 - 4 Weeks
University of Michigan
Exploring C
Skills you'll gain: C (Programming Language), Python Programming, Programming Principles, Computer Programming, Unix, Computer Science
4.5
Rating, 4.5 out of 5 stars
62 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Stability and Capability in Quality Improvement
Skills you'll gain: Process Capability, Statistical Process Controls, Statistical Analysis, R Programming, Quality Control, Data Analysis, Probability & Statistics, Statistics, Data Transformation, Probability Distribution
Build toward a degree
4
Rating, 4 out of 5 stars
15 reviews
Intermediate · Course · 1 - 3 Months
Imperial College London
Building on the SIR Model
Skills you'll gain: Mathematical Modeling, Statistical Modeling, Simulations, Risk Modeling, Epidemiology, Infectious Diseases, R Programming
4.7
Rating, 4.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Essential Causal Inference Techniques for Data Science
Skills you'll gain: Regression Analysis, Data Science, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
4.5
Rating, 4.5 out of 5 stars
38 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
The State University of New York
How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)
Skills you'll gain: Benchmarking, Professional Development, LinkedIn, Planning, Performance Measurement, Performance Analysis, Job Analysis, Organizational Skills, Personal Development, Dashboard, Analytical Skills, Analysis
4.1
Rating, 4.1 out of 5 stars
225 reviews
Advanced · Course · 1 - 3 Months
University of Colorado Boulder
Linux Kernel Programming and Introduction to Yocto Project
Skills you'll gain: System Programming, Embedded Software, Linux, Embedded Systems, Debugging, Linux Commands, Operating Systems, Peripheral Devices, Build Tools, File Systems, Program Development, C (Programming Language), Development Environment, Command-Line Interface, OS Process Management
4.6
Rating, 4.6 out of 5 stars
18 reviews
Advanced · Course · 1 - 4 Weeks
Google Cloud
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Skills you'll gain: Query Languages, Data Store, Metadata Management, Data Processing, Text Mining, Cloud API, Generative AI, Google Cloud Platform, Image Analysis, Information Architecture
4
Rating, 4 out of 5 stars
7 reviews
Intermediate · Project · Less Than 2 Hours
Coursera Project Network
Create Your First Web App with Python and Flask
Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Object-Relational Mapping, Database Application, Back-End Web Development, Python Programming
4.5
Rating, 4.5 out of 5 stars
544 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Technology Strategy: Creative Destruction
Skills you'll gain: Innovation, Business Modeling, Technology Strategies, Product Lifecycle Management, Business Transformation, Technology Roadmaps, Business Strategy, New Product Development, Digital Transformation, Market Dynamics, Emerging Technologies, Competitive Analysis, Platform As A Service (PaaS)
4.8
Rating, 4.8 out of 5 stars
52 reviews
Beginner · Course · 1 - 4 Weeks
Peking University
C程序设计进阶
Skills you'll gain: Object Oriented Programming (OOP), C (Programming Language), Programming Principles, Computer Programming, Data Structures, Debugging, Algorithms
4.9
Rating, 4.9 out of 5 stars
827 reviews
Mixed · Course · 1 - 3 Months
Status: Free
University of London
Magna Carta and its Legacies: Freedom and protest
Skills you'll gain: Policy Analysis, Social Studies, Political Sciences, Public Policies, International Relations, Timelines, Liberal Arts, Research, Law, Regulation, and Compliance
4.6
Rating, 4.6 out of 5 stars
60 reviews
Beginner · Course · 1 - 3 Months

R learners also search

Beginner Data Analysis

1…26 27 28…47

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

Combining and Analyzing Complex Data: University of Maryland, College Park
Exploring C : University of Michigan
Stability and Capability in Quality Improvement: University of Colorado Boulder
Building on the SIR Model: Imperial College London
Essential Causal Inference Techniques for Data Science: Coursera Project Network
How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course): The State University of New York
Linux Kernel Programming and Introduction to Yocto Project: University of Colorado Boulder
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API: Google Cloud
Create Your First Web App with Python and Flask: Coursera Project Network
Technology Strategy: Creative Destruction: University of Illinois Urbana-Champaign

R Courses Online