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

Filter by

Subject
Required

Data Science(238)

Computer Science(139)

Business(73)

Information Technology(39)

Language
Required

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

English(495)

Spanish(283)

Chinese (China)(270)

Arabic(268)

Learning Product
Required

Guided Projects(45)

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

Courses(396)

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(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(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(230)

Intermediate(244)

Advanced(18)

Mixed(58)

Duration
Required

Less Than 2 Hours(49)

1-4 Weeks(199)

1-3 Months(207)

3-6 Months(94)

6-12 Months(3)

1-4 Years(7)

Skills
Required

R Programming(231)

Data Analysis(172)

Statistical Analysis(133)

Data Manipulation(96)

Subtitles
Required

English(512)

Spanish(296)

Chinese (China)(278)

Arabic(277)

Educator
Required

Johns Hopkins University(56)

Coursera Project Network(44)

University of Colorado Boulder(31)

Packt(29)

Explore the R Course Catalog

Codio
Intro to Operating Systems 1: Virtualization
Skills you'll gain: OS Process Management, Operating Systems, C (Programming Language), System Programming, Virtualization, Virtual Machines, Application Programming Interface (API)
4.6
Rating, 4.6 out of 5 stars
144 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado System
Clinical Natural Language Processing
Skills you'll gain: Natural Language Processing, Text Mining, Clinical Data Management, R Programming, Google Cloud Platform, Unstructured Data, Medical Records, Data Processing, Data Mining, Applied Machine Learning, Medical Terminology
3.7
Rating, 3.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 3 Months
University of Houston
Powerful Tools for Teaching and Learning: Web 2.0 Tools
Skills you'll gain: Education and Training, Instructional Strategies, Teaching, Innovation, Technology Strategies, Technology Solutions, Web Applications, Solution Design, Digital Communications
4.6
Rating, 4.6 out of 5 stars
182 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Managing, Describing, and Analyzing Data
Skills you'll gain: Statistical Inference, Probability Distribution, Statistical Analysis, Descriptive Statistics, Sampling (Statistics), Statistics, Statistical Hypothesis Testing, R Programming, Data Analysis, Probability, Systems Of Measurement
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
32 reviews
Beginner · Course · 1 - 3 Months
Universidad Nacional Autónoma de México
IA generativa en el aula
Skills you'll gain: Generative AI, ChatGPT, Education and Training, Creativity, Data Ethics, Technical Writing, Ethical Standards And Conduct
4.8
Rating, 4.8 out of 5 stars
489 reviews
Beginner · Course · 1 - 4 Weeks
Amazon Web Services
Migrating to the AWS Cloud
Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Security, Cloud Computing, Infrastructure Architecture, Cloud Storage, Managed Services
4.5
Rating, 4.5 out of 5 stars
220 reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Exploratory Data Analysis for the Public Sector with ggplot
Skills you'll gain: Data Visualization, Exploratory Data Analysis, Plot (Graphics), Ggplot2, Statistical Visualization, R Programming, Data Visualization Software, Data Analysis, Scatter Plots, Histogram, Tidyverse (R Package), Public Administration, Trend Analysis, Policy Analysis, Diversity Equity and Inclusion Initiatives
5
Rating, 5 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
The Hong Kong University of Science and Technology
Numerical Methods for Engineers
Skills you'll gain: Matlab, Engineering Calculations, Numerical Analysis, Engineering Analysis, Linear Algebra, Differential Equations, Mathematical Modeling, Computational Thinking, Integral Calculus, Simulations, Scientific Visualization, Programming Principles, Algorithms, Debugging
4.9
Rating, 4.9 out of 5 stars
365 reviews
Intermediate · Course · 1 - 3 Months
University of California, Davis
Principles of Secure Coding
Skills you'll gain: Secure Coding, Application Security, Software Design, Programming Principles, Debugging, Program Development, C (Programming Language), Software Development Methodologies
4.4
Rating, 4.4 out of 5 stars
365 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
The Hong Kong University of Science and Technology
Fibonacci Numbers and the Golden Ratio
Skills you'll gain: Arithmetic, Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Combinatorics, Algebra, Applied Mathematics
4.8
Rating, 4.8 out of 5 stars
1.2K reviews
Beginner · Course · 1 - 4 Weeks
University of Pennsylvania
Patent Law
Skills you'll gain: Product Knowledge, Asset Protection, Law, Regulation, and Compliance, Business Strategies, Innovation, Competitive Analysis, Analysis
4.8
Rating, 4.8 out of 5 stars
280 reviews
Mixed · Course · 1 - 4 Weeks
University of Washington
Practical Predictive Analytics: Models and Methods
Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Methods, Predictive Analytics, Analytics, Data Analysis, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Statistics, Graph Theory, Probability & Statistics, Network Analysis, Big Data, Sampling (Statistics), Random Forest Algorithm, Algorithms
4.1
Rating, 4.1 out of 5 stars
320 reviews
Mixed · Course · 1 - 4 Weeks

R learners also search

Beginner Data Analysis

1…25 26 27…47

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

Intro to Operating Systems 1: Virtualization: Codio
Clinical Natural Language Processing: University of Colorado System
Powerful Tools for Teaching and Learning: Web 2.0 Tools: University of Houston
Managing, Describing, and Analyzing Data: University of Colorado Boulder
IA generativa en el aula: Universidad Nacional Autónoma de México
Migrating to the AWS Cloud: Amazon Web Services
Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
Numerical Methods for Engineers: The Hong Kong University of Science and Technology
Principles of Secure Coding: University of California, Davis
Fibonacci Numbers and the Golden Ratio: The Hong Kong University of Science and Technology

R Courses Online