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R Courses

R courses can help you learn data manipulation, statistical analysis, data visualization, and programming fundamentals. You can build skills in creating reproducible research, performing regression analysis, and implementing machine learning algorithms. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, which enhance your ability to analyze datasets and present findings effectively.

Popular R Courses and Certifications

Status: Free Trial
Johns Hopkins University
Advanced R Programming
Skills you'll gain: R (Software), Object Oriented Programming (OOP), Object Oriented Design, R Programming, Debugging, Code Reusability, Functional Design, Programming Principles, Data Structures, Performance Tuning, Performance Testing
4.2
Rating, 4.2 out of 5 stars
576 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
The R Programming Environment
Skills you'll gain: R (Software), Tidyverse (R Package), Web Scraping, Data Manipulation, Data Wrangling, R Programming, Data Transformation, Memory Management, Data Cleansing, Data Science, Statistical Programming, Data Integration, Data Processing, Text Mining, Data Import/Export, Web Services, Data Analysis, Data Structures, Application Programming Interface (API)
4.3
Rating, 4.3 out of 5 stars
1.2K reviews
Intermediate · Course · 1 - 3 Months
Status: Preview
Microsoft
Boost R Coding with GitHub Copilot
Skills you'll gain: GitHub Copilot, Version Control, Collaborative Software, GitHub, Software Documentation, R Programming, Debugging, Software Installation
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Financial Risk Management with R
Skills you'll gain: Risk Modeling, Portfolio Risk, Financial Market, Risk Management, Market Data, Risk Analysis, Probability Distribution, R (Software), Financial Data, Return On Investment, R Programming, Portfolio Management, Statistical Programming, Financial Analysis, Securities (Finance), Equities, Time Series Analysis and Forecasting, Statistical Modeling, Data Access
4.3
Rating, 4.3 out of 5 stars
257 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera
Tidy Messy Data using tidyr in R
Skills you'll gain: Ggplot2, Plot (Graphics), Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Statistical Visualization, R (Software), 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
Status: Free Trial
Johns Hopkins University
Getting Started with Data Visualization in R
Skills you'll gain: Rmarkdown, Data Visualization, Statistical Visualization, R (Software), Data Import/Export, Data Visualization Software, R Programming, Tidyverse (R Package), Statistical Reporting, Data Manipulation, Data Wrangling, Data Processing, File Management, Software Installation
4.7
Rating, 4.7 out of 5 stars
309 reviews
Beginner · Course · 1 - 4 Weeks
Coursera
Data Visualization using dplyr and ggplot2 in R
Skills you'll gain: Ggplot2, Plot (Graphics), Tidyverse (R Package), Data Visualization, Statistical Visualization, Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Wrangling, Data Manipulation, R (Software)
5
Rating, 5 out of 5 stars
20 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera
Joining Data in R using dplyr
Skills you'll gain: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Wrangling, Data Preprocessing, Tidyverse (R Package), Data Processing, R (Software), Data Management
4.2
Rating, 4.2 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Johns Hopkins University
Building R Packages
Skills you'll gain: Open Source Technology, Package and Software Management, Unit Testing, R (Software), GitHub, Version Control, Rmarkdown, Cross Platform Development, Software Versioning, Software Documentation, Test Case, Testability, R Programming, Code Reusability, Knitr, Continuous Integration, Program Development, Build Tools, Git (Version Control System), Development Testing
4.1
Rating, 4.1 out of 5 stars
223 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera
Build and deploy a stroke prediction model using R
Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Model Training, Predictive Analytics, R (Software), R Programming, Data Analysis, Statistical Modeling, Statistical Analysis, Data Wrangling, Data Cleansing, Data Manipulation, Classification Algorithms, Data Import/Export, Data Preprocessing, Data Presentation, Machine Learning
4.5
Rating, 4.5 out of 5 stars
33 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Michigan
Fundamentals of Data Analytics in the Public Sector with R
Skills you'll gain: Data Visualization, Statistical Visualization, Surveys, Tidyverse (R Package), Data Analysis, Demography, Public Administration, R (Software), Policy Analysis, Public Policies, R Programming, Statistical Programming, Analytics, Data Transformation, Programming Principles, Data Manipulation
4.5
Rating, 4.5 out of 5 stars
60 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Case Western Reserve University
Using R for Geostatistical Geospatial Modeling
Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Geospatial Mapping, Statistical Modeling, Geospatial Information and Technology, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, R (Software), Statistical Programming, Data Wrangling, Simulations, Package and Software Management
Intermediate · Course · 1 - 3 Months