Mastering R - Best Practices and Essential Tools - Printable Version +- Softwarez.Info - Software's World! (https://softwarez.info) +-- Forum: Library Zone (https://softwarez.info/Forum-Library-Zone) +--- Forum: Video Tutorials (https://softwarez.info/Forum-Video-Tutorials) +--- Thread: Mastering R - Best Practices and Essential Tools (/Thread-Mastering-R-Best-Practices-and-Essential-Tools) |
Mastering R - Best Practices and Essential Tools - OneDDL - 07-04-2024 Free Download Mastering R - Best Practices and Essential Tools Published 7/2024 Created by Adrian Cidre Gonzalez MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 101 Lectures ( 8h 39m ) | Size: 4.31 GB Learn best practices in R, version control with Git and GitHub, functional programming, and reproducible environments What you'll learn: Learn how to use RStudio efficiently Best coding practices Learn version control and collaboration with Git and GitHub Create private and public repositories, clone, fork, and many other commands Learn functional programming and iteration with purrr Create reproducible environments Switch very easily between R versions Apply all the learned techniques with a real project Requirements: Programming experience with R is highly recommended and preferred Description: Welcome to Mastering R: Best Practices and Essential Tools!In this course, we aim to address a significant gap in the market by equipping R users with the knowledge and skills needed to implement best practices. You will learn how to organize your projects effectively, adhere to the highest coding standards, and utilize a suite of powerful tools that will enhance your productivity and collaboration.Our focus will be on providing you with practical, everyday techniques that streamline your workflow and make your code robust and shareable. By the end of this course, you'll be able to avoid the common pitfall of "this script works only on my machine" and ensure your projects are reproducible and portable.Course Content:Section 01: Introduction to the courseSection 02: Rstudio IDESetting up and navigating RStudio for an optimized coding environment.Essential shortcuts and tipsSection 03: Best coding practicesLearn to write clean, efficient and maintainable R codeSection 04: Version control with Git and GitHub - ConfigurationInstallation and setup of Git and GitHubGenerate 2 Factor AuthenticationSection 05: Version control with Git and GitHub - Working with repositoriesManaging your code changes and collaborating with others using Git and GitHubLearn different ways of creating and cloning repositoriesUnderstand how privacy worksGit workflowSection 06: A real projectImplement the previous learning in a real-world projectSection 07: Introduction to functional programmingLearn what functional programming isCreate basic and advanded functionsIterationSection 08: Functional programming in our real projectChange our real-world project to a project based in functional programmingSection 09: Reproducible environmentsCreating reproducible R environments to ensure consistent project dependenciesCourse Detailsuration: Approximately 9 hoursLessons: Over 100 lessonsJoin us on this journey to mastering R, and take your coding skills to the next level! Who this course is for: Intermediate R users Advanded R users who want to learn the best practices Homepage Recommend Download Link Hight Speed | Please Say Thanks Keep Topic Live No Password - Links are Interchangeable |