[UDM] Mastering R: Best Practices and Essential Tools Course (Jul 2024) + Full Videos & Resources

Published / Last Updated On: July 12, 2025
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Take Your R Skills to the Next Professional Practice Level
The Mastering R: Best Practices and Essential Tools Course is designed to suit R users, who, instead of stripping off scripts that merely work and do them, dream to take the course. Mastering R: Best Practices and Essential Tools will enable you to build clean, efficient production-ready code with professional workflows and methods used by industry professionals. Regardless of whether or not you work as an individual or in a team, you will learn how to structure your code, handle projects, and write tools that will be reliable and easy to maintain.

Learn the Best Tools Which Facilitate Your Work
You will learn a great deal and become familiar with RStudio down to the tiniest details, how to make it cater to your needs and needs the most, and how to be efficient with shortcuts, and know how to get the most out of it. Git and GitHub are also presented in the course, which enables you to version-control your projects, collaborate with others, and utilize such modern workflows as forking, cloning, and branching with everything being seamlessly incorporated into your R workflow.

Functional Programming and Reproducibility
One of the biggest takeaways of the Mastering R: Best Practices and Essential Tools Course is how to functionally program with the purrr package. With that, you will be able to create pipelines that are flexible and scalable, not just basic functions. You will apply these skills to a real-life scenario when you gain practical experience using a hands-on project. Also, the course provides instructions on how to manage the package dependencies, how to control versions of R, and how to make sure your work can be replicated in various environments.

Who should take this course?
The Mastering R: Best Practices and Essential Tools Course is intended to help you achieve that goal: to write clean and tidy code that is fair game as an intermediate or advanced R user. You will have more than 100 specialized lessons (lasting approximately 9 hours), and you will get to work with Adrian Cidre Gonzalez, an experienced data scientist and a teacher with a practical approach. You will learn to make and present professional R projects with high standards of coding by the completion of the course.

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Table of Content

R Mastery: Key Techniques and Must-Have Tools - Table of Content

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