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

Matt Wiley, Joshua F Wiley

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angļu valoda
2020-07-17
69,82 € 99,75 €

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Mīkstais vāks 99,75 € Cietais vāks
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Piegāde 22-28 darba dienu laikā

30 dienu atgriešanas politika

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 ... Pilns apraksts

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Aprašymas

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 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
Who This Book Is For
Working 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.

Vairāk informācijas

Autors Matt Wiley, Joshua F Wiley
Izdevējs Apress
Izlaides gads 2020
Vāka tips Mīkstais vāks
EAN 9781484259726
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