Learn RStudio IDE

Quick, Effective, and Productive Data Science

Nonfiction, Computers, Programming, Programming Languages, General Computing
Cover of the book Learn RStudio IDE by Matthew Campbell, Apress
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Author: Matthew Campbell ISBN: 9781484245118
Publisher: Apress Publication: April 17, 2019
Imprint: Apress Language: English
Author: Matthew Campbell
ISBN: 9781484245118
Publisher: Apress
Publication: April 17, 2019
Imprint: Apress
Language: English

Discover how to use the popular RStudio IDE as a professional tool that includes code refactoring support, debugging, and Git version control integration. This book gives you a tour of RStudio and shows you how it helps you do exploratory data analysis; build data visualizations with ggplot; and create custom R packages and web-based interactive visualizations with Shiny. In addition, you will cover common data analysis tasks including importing data from diverse sources such as SAS files, CSV files, and JSON. You will map out the features in RStudio so that you will be able to customize RStudio to fit your own style of coding.

Finally, you will see how to save a ton of time by adopting best practices and using packages to extend RStudio. Learn RStudio IDE is a quick, no-nonsense tutorial of RStudio that will give you a head start to develop the insights you need in your data science projects.

What You Will Learn

  • Quickly, effectively, and productively use RStudio IDE for building data science applications

  • Install RStudio and program your first Hello World application

  • Adopt the RStudio workflow 

  • Make your code reusable using RStudio

  • Use RStudio and Shiny for data visualization projects

  • Debug your code with RStudio 

  • Import CSV, SPSS, SAS, JSON, and other data

Who This Book Is For

Programmers who want to start doing data science, but don’t know what tools to focus on to get up to speed quickly. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Discover how to use the popular RStudio IDE as a professional tool that includes code refactoring support, debugging, and Git version control integration. This book gives you a tour of RStudio and shows you how it helps you do exploratory data analysis; build data visualizations with ggplot; and create custom R packages and web-based interactive visualizations with Shiny. In addition, you will cover common data analysis tasks including importing data from diverse sources such as SAS files, CSV files, and JSON. You will map out the features in RStudio so that you will be able to customize RStudio to fit your own style of coding.

Finally, you will see how to save a ton of time by adopting best practices and using packages to extend RStudio. Learn RStudio IDE is a quick, no-nonsense tutorial of RStudio that will give you a head start to develop the insights you need in your data science projects.

What You Will Learn

Who This Book Is For

Programmers who want to start doing data science, but don’t know what tools to focus on to get up to speed quickly. 

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