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.
University of California, Santa Cruz
Skills you'll gain: Programming Principles, Computational Logic
★ 4.5 (6.8K) · Beginner · Course · 1 - 3 Months
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Rmarkdown, Exploratory Data Analysis, Model Evaluation, R (Software), Regression Analysis, Leaflet (Software), Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Visualization, Knitr, Machine Learning, GitHub
★ 4.5 (51K) · Beginner · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Git (Version Control System), GitHub, Version Control, Debugging, Object Oriented Programming (OOP), Unit Testing, Programming Principles, Data Structures, Algorithms, Maintainability, Python Programming, Computational Logic, Package and Software Management, Computer Programming, Code Reusability, Scripting, Jupyter
★ 4.5 (628) · Beginner · Course · 1 - 3 Months

Skills you'll gain: User Interface (UI), User Interface and User Experience (UI/UX) Design, Figma (Design Software), User Experience Design, User Centered Design, Wireframing, Command-Line Interface, User Experience, User Research, Unix Shell, Cascading Style Sheets (CSS), Pseudocode, Hypertext Markup Language (HTML), Javascript, Web Development, UI Components, Computer Science, Unit Testing, Code Reusability, Application Development
★ 4.7 (24K) · Beginner · Professional Certificate · 3 - 6 Months

Universidad Nacional Autónoma de México
Skills you'll gain: R (Software), R Programming, Statistical Programming, Ggplot2, Plot (Graphics), Data Manipulation, Simulations, Statistical Visualization, Data Processing, Graphing, Data Import/Export, Exploratory Data Analysis, Software Installation
★ 4.7 (8.6K) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Tidyverse (R Package), Ggplot2, Data Wrangling, Statistical Modeling, Exploratory Data Analysis, Plot (Graphics), R Programming, Data Import/Export, Predictive Modeling, Data Visualization, Sampling (Statistics), Data Visualization Software, Statistical Hypothesis Testing, Data Analysis, Data-Driven Decision-Making, Web Scraping, Data Science, Data Transformation, Data Analysis Software, Data Manipulation
★ 4.5 (111) · Beginner · Specialization · 3 - 6 Months

Imperial College London
Skills you'll gain: Logistic Regression, Correlation Analysis, Regression Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Statistical Analysis, R (Software), Data Analysis, R Programming, Descriptive Statistics, Statistical Software, Statistical Modeling, Model Evaluation, Probability & Statistics, Statistical Methods, Data Analysis Software, Data Wrangling, Statistics, Public Health, Statistical Inference
★ 4.7 (2.1K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, SQL, Descriptive Statistics, Data Visualization, Statistical Analysis, Jupyter, Data Presentation, Probability Distribution, Statistics, Statistical Methods, Data Science, Database Management, Relational Databases, R Programming, Data Analysis Software, Python Programming, NumPy, Data Analysis
★ 4.6 (76K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Bash (Scripting Language), Package and Software Management, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science
★ 4.6 (63K) · Beginner · Professional Certificate · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, Data Visualization, Image Analysis, Object Oriented Programming (OOP), Algorithms, Machine Learning Methods, Matlab, Object Oriented Design, ChatGPT, File I/O, LLM Application, Program Development, Programming Principles, Digital Signal Processing, Application Development, Computer Programming, Data Analysis, Generative AI, Debugging, Code Reusability
★ 4.8 (18K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: SQL, Data Cleansing, Jupyter, Data Literacy, Data Mining, Data Manipulation, Data Preprocessing, Business Analysis, Model Deployment, Model Evaluation, Database Management, Relational Databases, Stored Procedure, R Programming, Data Science, Big Data, Data Analysis Software, Computer Programming Tools, Cloud Computing, Python Programming
★ 4.6 (102K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: SQL, Database Management, Relational Databases, Stored Procedure, Databases, Query Languages, Data Access, Jupyter, Data Manipulation, Data Analysis, Transaction Processing, Python Programming
★ 4.7 (23K) · Beginner · Course · 1 - 3 Months