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Advanced R 4 Data Programming and the Cloud

Name: Advanced R 4 Data Programming and the Cloud
Brand: APress
SKU: 9781484259726
Price: 284.26 RON
Availability: InStock

Using PostgreSQL, AWS, and Shiny

Autor: Matt Wiley, Joshua F. Wiley

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Legare: Carte broșată

Editura: APress

Disponibilitate: În depozitul extern

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284.26 lei

Program for data analysis using R and learn practical skills to make your work more efficient. This...

Informații despre carte

Autor

Matt Wiley, Joshua F. Wiley

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2020

Pagini

433

EAN

9781484259726

Enbook ID

28346489

Editura

APress

Greutate

842

Dimensiuni

253 x 176 x 31

Descriere completă

Program for data analysis using R and learn practical skills to make your work more efficient. This revised, full color book covers 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 book 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 SQLite, PostgreSQL, and MongoDB. The book closes with a hands-on section to get R running in the cloud. 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 Build packages automatically with GitHub Use R to talk directly to databases and do complex data management Run R in the Amazon cloud 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.

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Advanced R 4 Data Programming and the Cloud

Using PostgreSQL, AWS, and Shiny

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