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Advanced R 4 Data Programming and the Cloud: Using Postgresql, Aws, and Shiny
Paperback
Publisher Price: $69.99
ISBN13: 9781484259726
Publisher: Apress
Published: Jul 17 2020
Pages: 433
Weight: 1.70
Height: 0.91 Width: 7.00 Depth: 10.00
Language: English
This book will teach you how to manipulate data in modern R structures and includes connecting R to databases such as PostgreSQL, cloud services such as Amazon Web Services (AWS), and digital dashboards such as Shiny. Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical topics.
What You Will Learn
- Write and document R functions using R 4
- Make an R package and share it via GitHub or privately
- Add tests to R code to ensure it works as intended
- Use R to talk directly to databases and do complex data management
- Run R in the Amazon cloud
- Deploy a Shiny digital dashboard
- Generate presentation-ready tables and reports using R
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