{"id":15076061,"url":"https://github.com/getvmio/free-r-resources","last_synced_at":"2026-04-25T21:31:28.394Z","repository":{"id":251137135,"uuid":"822445204","full_name":"getvmio/free-r-resources","owner":"getvmio","description":"R Free Resources | This repo collects 15 of free resources for R. 📈 Dive into data science with our R Studio repository! Packed with a comprehensive collection of free R resources and online tools, this is your go-to place for mastering R programming. 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Packed with a comprehensive collection of free R resources and online tools, this is your go-to place for mastering R programming. Perfect for statisticians, data analysts, and researchers looking to harness the power of R.\n\n## Resources\n\n|   Index | Name                                                                                                                             | Category            | Description                                                                                                                                                                                                   |\n|---------|----------------------------------------------------------------------------------------------------------------------------------|---------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n|       1 | [R Programming Tutorial](https://getvm.io/tutorials/r-programming-tutorial)                                                      | Video Courses       | Comprehensive R programming course covering data manipulation, visualization, and statistical modeling. Learn the fundamentals of this powerful data analysis tool.                                           |\n|       2 | [R Basics](https://getvm.io/tutorials/r-basics-r-programming-language-introduction)                                              | Video Courses       | Learn the fundamentals of R programming language, including navigating RStudio, creating basic graphs, and utilizing R packages and help tools.                                                               |\n|       3 | [Data Analysis with R](https://getvm.io/tutorials/data-analysis-with-r)                                                          | Video Courses       | Explore and summarize data sets using R. Learn techniques for investigating relationships between variables and create your own data analysis.                                                                |\n|       4 | [R Notes for Professionals](https://getvm.io/tutorials/r-notes-for-professionals)                                                | Technical Tutorials | Comprehensive guide to R programming and data analysis for professionals, compiled from StackOverflow Documentation. Covers wide range of topics, includes popular packages, and provides practical examples. |\n|       5 | [Practical Regression and Anova using R](https://getvm.io/tutorials/practical-regression-and-anova-using-r)                      | Technical Tutorials | Comprehensive guide to regression analysis and ANOVA using R programming language. Covers practical applications, techniques, and best practices for data analysts and researchers.                           |\n|       6 | [Data Visualization with R](https://getvm.io/tutorials/data-visualization-with-r)                                                | Technical Tutorials | Learn data visualization techniques in R, including ggplot2 and more. Suitable for beginners and intermediate users, with practical examples and hands-on exercises.                                          |\n|       7 | [Probability and Statistics with Examples using R](https://getvm.io/tutorials/probability-and-statistics-with-examples-using-r)  | Technical Tutorials | Comprehensive guide to probability and statistics using R, with emphasis on mathematical rigor, real-world examples, and computational tools.                                                                 |\n|       8 | [Statistical Learning in Practice](https://getvm.io/tutorials/cambridge-statistical-learning-in-practice-2021-by-alberto-j-coca) | University Courses  | Practical introduction to statistical learning techniques, covering linear regression to advanced methods like tree-based models and SVMs. Hands-on exercises and expert instruction.                         |\n|       9 | [Statistical Rethinking](https://getvm.io/tutorials/statistical-rethinking-winter-2015-richard-mcelreath)                        | University Courses  | Comprehensive introduction to Bayesian statistical modeling, covering probability theory, MCMC, and practical applications. Taught by renowned statistician Richard McElreath.                                |\n|      10 | [Data Science](https://getvm.io/tutorials/cse519-data-science-fall-2016-skiena-sbu)                                              | University Courses  | Comprehensive data science course covering data collection, preprocessing, analysis, and visualization. Taught by renowned expert Steven Skiena at Stony Brook University.                                    |\n|      11 | [Statistical Learning](https://getvm.io/tutorials/mooc-statistical-learning-stanford-university)                                 | University Courses  | In-depth 15-hour video course on machine learning techniques, taught by renowned Stanford professors. Gain theoretical and practical understanding of statistical learning.                                   |\n|      12 | [Data Science Foundations](https://getvm.io/tutorials/data-8-the-foundations-of-data-science-uc-berkeley)                        | University Courses  | Explore the foundations of data science with the UC Berkeley Data 8 course, combining inferential thinking, computational thinking, and real-world relevance.                                                 |\n|      13 | [Data Computing Concepts](https://getvm.io/tutorials/statistics-133-concepts-in-computing-with-data-fall-2013-uc-berkeley)       | University Courses  | Explore data analysis, visualization, and programming with R in this comprehensive course from UC Berkeley. Suitable for beginners, learn essential data skills.                                              |\n|      14 | [Introduction to Programming with R](https://getvm.io/tutorials/cs50r-introduction-to-programming-with-r)                        | University Courses  | Explore the popular R language for data science and statistical computing. Learn to use RStudio, represent real-world data, and create visualizations.                                                        |\n|      15 | [Spatial Data Science](https://getvm.io/tutorials/spatial-data-science-autumn-2017-university-of-chicago)                        | University Courses  | Explore the fundamental concepts and techniques of spatial data analysis with hands-on experience using cutting-edge software and programming languages.                                                      |\n\n## More\n\n- [Free JavaScript Resources](https://github.com/getvmio/free-javascript-resources)\n- [Free HTML Resources](https://github.com/getvmio/free-html-resources)\n- [Free Java Resources](https://github.com/getvmio/free-java-resources)\n- [Free Neural Networks Resources](https://github.com/getvmio/free-neural-networks-resources)\n- [Free Natural Language Processing Resources](https://github.com/getvmio/free-natural-language-processing-resources)\n- [Free Computer Science Resources](https://github.com/getvmio/free-computer-science-resources)\n- [Free React Resources](https://github.com/getvmio/free-react-resources)\n- [Free Security Resources](https://github.com/getvmio/free-security-resources)\n- [Free Node.js Resources](https://github.com/getvmio/free-node-js-resources)\n- [Free PyTorch Resources](https://github.com/getvmio/free-pytorch-resources)\n- [Free Computer Architecture Resources](https://github.com/getvmio/free-computer-architecture-resources)\n- [Free Functional Programming Resources](https://github.com/getvmio/free-functional-programming-resources)\n- [Free Operating System Resources](https://github.com/getvmio/free-operating-system-resources)\n- [Free Cryptography Resources](https://github.com/getvmio/free-cryptography-resources)\n- [Free Compiler Resources](https://github.com/getvmio/free-compiler-resources)\n- [Free Blockchain Resources](https://github.com/getvmio/free-blockchain-resources)\n- [Free SQL Resources](https://github.com/getvmio/free-sql-resources)\n- [Free Python Resources](https://github.com/getvmio/free-python-resources)\n- [Free Unix Resources](https://github.com/getvmio/free-unix-resources)\n- [Free Programming Resources](https://github.com/getvmio/free-programming-resources)\n- [Free Object-Oriented Programming Resources](https://github.com/getvmio/free-object-oriented-programming-resources)\n- [Free CSS Resources](https://github.com/getvmio/free-css-resources)\n- [Free Machine Learning Resources](https://github.com/getvmio/free-machine-learning-resources)\n- [Free Web Development Resources](https://github.com/getvmio/free-web-development-resources)\n- [Free Shell Scripting Resources](https://github.com/getvmio/free-shell-scripting-resources)\n- [Free Rust Resources](https://github.com/getvmio/free-rust-resources)\n- [Free Haskell Resources](https://github.com/getvmio/free-haskell-resources)\n- [Free Software Development Resources](https://github.com/getvmio/free-software-development-resources)\n- [Free Data Science Resources](https://github.com/getvmio/free-data-science-resources)\n- [Free Git Resources](https://github.com/getvmio/free-git-resources)\n- [Free Networking Resources](https://github.com/getvmio/free-networking-resources)\n- [Free Game Development Resources](https://github.com/getvmio/free-game-development-resources)\n- [Free TensorFlow Resources](https://github.com/getvmio/free-tensorflow-resources)\n- [Free Distributed Systems Resources](https://github.com/getvmio/free-distributed-systems-resources)\n- [Free Embedded Systems Resources](https://github.com/getvmio/free-embedded-systems-resources)\n- [Free DevOps Resources](https://github.com/getvmio/free-devops-resources)\n- [Free Docker Resources](https://github.com/getvmio/free-docker-resources)\n- [Free Robotics Resources](https://github.com/getvmio/free-robotics-resources)\n- [Free Computer Vision Resources](https://github.com/getvmio/free-computer-vision-resources)\n- [Free Deep Learning Resources](https://github.com/getvmio/free-deep-learning-resources)\n- [Free Cloud Computing Resources](https://github.com/getvmio/free-cloud-computing-resources)\n- [Free Go Resources](https://github.com/getvmio/free-go-resources)\n- [Free Data Structures Resources](https://github.com/getvmio/free-data-structures-resources)\n- [Free Control Systems Resources](https://github.com/getvmio/free-control-systems-resources)\n- [Free Artificial Intelligence Resources](https://github.com/getvmio/free-artificial-intelligence-resources)\n- [Free Data Analysis Resources](https://github.com/getvmio/free-data-analysis-resources)\n- [Free Ruby Resources](https://github.com/getvmio/free-ruby-resources)\n- [Free C++ Resources](https://github.com/getvmio/free-cpp-resources)\n- [Free Bash Resources](https://github.com/getvmio/free-bash-resources)\n- [Free Cybersecurity Resources](https://github.com/getvmio/free-cybersecurity-resources)\n- [Free Algorithm Resources](https://github.com/getvmio/free-algorithm-resources)\n- [Free Database Resources](https://github.com/getvmio/free-database-resources)\n- [Free C Resources](https://github.com/getvmio/free-c-resources)\n- [Free Version Control Resources](https://github.com/getvmio/free-version-control-resources)\n- [Free Linux Resources](https://github.com/getvmio/free-linux-resources)\n- [Free Computer Graphics Resources](https://github.com/getvmio/free-computer-graphics-resources)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgetvmio%2Ffree-r-resources","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgetvmio%2Ffree-r-resources","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgetvmio%2Ffree-r-resources/lists"}