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portada Advanced r 4 Data Programming and the Cloud: Using Postgresql, Aws, and Shiny
Type
Physical Book
Publisher
Year
2020
Language
English
Pages
448
Format
Paperback
ISBN13
9781484259726
Edition No.
2

Advanced r 4 Data Programming and the Cloud: Using Postgresql, Aws, and Shiny

Matt Wiley (Author) · Apress · Paperback

Advanced r 4 Data Programming and the Cloud: Using Postgresql, Aws, and Shiny - Matt Wiley

Physical Book

£ 55.00

  • Condition: New
Origin: U.S.A. (Import costs included in the price)
It will be shipped from our warehouse between Monday, June 10 and Wednesday, June 26.
You will receive it anywhere in United Kingdom between 1 and 3 business days after shipment.

Synopsis "Advanced r 4 Data Programming and the Cloud: Using Postgresql, Aws, and Shiny"

Program for data analysis using R and learn practical skills to make your work more efficient. This revised book explores how to automate running code and the creation of reports to share your results, as well as writing functions and packages. It includes key R 4 features such as a new color palette for charts, an enhanced reference counting system, and normalization of matrix and array types where matrix objects now formally inherit from the array class, eliminating inconsistencies.Advanced R 4 Data Programming and the Cloud is not designed to teach advanced R programming nor to teach the theory behind statistical procedures. Rather, it is designed to be a practical guide moving beyond merely using R; it shows you how to program in R to automate tasks. 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 4Make an R package and share it via GitHub or privatelyAdd tests to R code to ensure it works as intendedUse R to talk directly to databases and do complex data managementRun R in the Amazon cloudDeploy a Shiny digital dashboardGenerate presentation-ready tables and reports using RWho This Book Is ForWorking professionals, researchers, and students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to take their R coding and programming to the next level.

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