Mastering RStudio - Develop, Communicate, and Collaborate with R. Harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations - Helion
Tytuł oryginału: Mastering RStudio - Develop, Communicate, and Collaborate with R. Harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations
ISBN: 9781783982554
stron: 348, Format: ebook
Data wydania: 2015-12-04
Księgarnia: Helion
Cena książki: 159,00 zł
RStudio helps you to manage small to large projects by giving you a multi-functional integrated development environment, combined with the power and flexibility of the R programming language, which is becoming the bridge language of data science for developers and analyst worldwide. Mastering the use of RStudio will help you to solve real-world data problems.
This book begins by guiding you through the installation of RStudio and explaining the user interface step by step. From there, the next logical step is to use this knowledge to improve your data analysis workflow. We will do this by building up our toolbox to create interactive reports and graphs or even web applications with Shiny. To collaborate with others, we will explore how to use Git and GitHub and how to build your own packages to ensure top quality results. Finally, we put it all together in an interactive dashboard written with R.
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Spis treści
Mastering RStudio - Develop, Communicate, and Collaborate with R. Harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations eBook -- spis treści
- 1. The R Studio IDE: an Overview
- 2. Communicate your Work: Introducing R Markdown
- 3. R Lesson I: Graphics Systems
- 4. Shiny: a Web-App Framework for R
- 5. Further Topic in R Markdown: Interactive Documents
- 6. R Lesson II: Writing Robust Functions
- 7. Your First R Package
- 8. Collaborate with Git and Git Hub
- 9. R for your Organization: Managing the R Studio Server
- 10. Extending RStudio