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(30)

Computer Science(9)

Business(6)

Language
Required

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

English(42)

Arabic(4)

Spanish(3)

Chinese(2)

Learning Product
Required

Guided Projects(45)

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

Courses(455)

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(110)

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(19)

Intermediate(26)

Duration
Required

Less Than 2 Hours(45)

Skills
Required

R Programming(36)

Data Analysis(20)

Data Manipulation(17)

Statistical Analysis(13)

Subtitles
Required

English(42)

Arabic(4)

Spanish(3)

Chinese(2)

Educator
Required

Coursera Project Network(44)

Duke University(1)

Explore the R Course Catalog

Coursera Project Network
Getting Started with R
Skills you'll gain: R (Software), Data Import/Export, Package and Software Management, R Programming, Data Structures, Data-oriented programming, Statistical Programming, Data Analysis Software, Data Analysis, Data Science
4.3
Rating, 4.3 out of 5 stars
383 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Data Analysis in R: Predictive Analysis with Regression
Skills you'll gain: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis
4.2
Rating, 4.2 out of 5 stars
13 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Introduction to R: Basic R syntax
Skills you'll gain: R (Software), R Programming, Arithmetic, Statistical Programming, Development Environment, Programming Principles, Data Import/Export
4.5
Rating, 4.5 out of 5 stars
47 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Calculating Descriptive Statistics in R
Skills you'll gain: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Probability & Statistics, Statistics, Data Science
4.8
Rating, 4.8 out of 5 stars
52 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Build and deploy a stroke prediction model using R
Skills you'll gain: Feature Engineering, Predictive Modeling, R Programming, Data Analysis, Classification And Regression Tree (CART), Statistical Modeling, Statistical Analysis, Data Cleansing, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Application Deployment, Data Transformation, Machine Learning Methods, Interactive Data Visualization, Machine Learning
4.5
Rating, 4.5 out of 5 stars
21 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Data Visualization using dplyr and ggplot2 in R
Skills you'll gain: Ggplot2, Tidyverse (R Package), Data Visualization, Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Manipulation, R (Software)
4.9
Rating, 4.9 out of 5 stars
19 reviews
Intermediate · Guided Project · Less Than 2 Hours

What brings you to Coursera today?

Start my career

Change my career

Grow in my current role

Explore topics outside of work

Coursera Project Network
Building Statistical Models in R: Linear Regression
Skills you'll gain: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Data Analysis, Statistical Methods, R Programming, Statistical Analysis, Plot (Graphics), Predictive Modeling, Ggplot2
4.7
Rating, 4.7 out of 5 stars
19 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Importing Data into R
Skills you'll gain: Web Scraping, Relational Databases, Statistical Software, Data Import/Export, R Programming, MySQL, Data Capture, Microsoft Excel
4.6
Rating, 4.6 out of 5 stars
19 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Using Descriptive Statistics to Analyze Data in R
Skills you'll gain: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Cleansing, Statistics, Data Manipulation, Data Analysis Software, Statistical Analysis, Data Import/Export
4.6
Rating, 4.6 out of 5 stars
93 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Decision Tree Classifier for Beginners in R
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Predictive Modeling, Data Processing, Statistical Modeling, R Programming, Supervised Learning, Machine Learning Algorithms, Machine Learning
4.8
Rating, 4.8 out of 5 stars
6 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free
Coursera Project Network
Scripting with Alteryx: Python and R for Advanced Workflows
Skills you'll gain: Alteryx, Predictive Modeling, Scripting, R Programming, Predictive Analytics, HR Tech, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Data Analysis, Employee Retention, Data Cleansing, Data Transformation, Risk Modeling, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Tidy Messy Data using tidyr in R
Skills you'll gain: Ggplot2, Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Data Analysis, Data Management, Pivot Tables And Charts
4.6
Rating, 4.6 out of 5 stars
10 reviews
Intermediate · Guided Project · Less Than 2 Hours

R learners also search

Beginner Data Analysis

1 2 3 4

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

Getting Started with R: Coursera Project Network
Data Analysis in R: Predictive Analysis with Regression: Coursera Project Network
Introduction to R: Basic R syntax: Coursera Project Network
Calculating Descriptive Statistics in R: Coursera Project Network
Build and deploy a stroke prediction model using R: Coursera Project Network
Data Visualization using dplyr and ggplot2 in R: Coursera Project Network
Building Statistical Models in R: Linear Regression: Coursera Project Network
Importing Data into R: Coursera Project Network
Using Descriptive Statistics to Analyze Data in R: Coursera Project Network
Decision Tree Classifier for Beginners in R: Coursera Project Network

R Courses Online