Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS and Shiny, 2nd EditionКНИГИ » ПРОГРАММИНГ
Название: Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS and Shiny, 2nd Edition Автор: Matt Wiley, Joshua F. Wiley Издательство: Apress Год: 2020 Формат: true pdf/epub Страниц: 439 Размер: 10 Mb Язык: English
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. You will: 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
Start programming with R Название: Start programming with R Автор: Valentina Porcu Год: 2017 Страниц: 282 Формат: PDF, EPUB, AZW3 Размер: 11 Mb Язык: English When it comes...
Advanced R: Data Programming and the Cloud Название: Advanced R: Data Programming and the Cloud Автор: Matt Wiley and Joshua F. Wiley Издательство: Apress Год: 2016 Формат: PDF Размер: 12 Мб ...
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Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS and Shiny, 2nd Edition 
