Advanced R 4 Data Programming and the Cloud : Using Postgresql, Aws, and Shin...

Advanced R 4 Data Programming and the Cloud : Using Postgresql, Aws, and Shiny, Paperback by Wiley, Matt; Wiley, Joshua F., ISBN 1484259726, ISBN-13 9781484259726, Like New Used, Free shipping in the for data analysis using R and learn practical skills to make your work more&nbsp;efficient. This revised book explores how to automate running code and the creation of&nbsp;reports to share your results, as well as writing functions and packages. It includes key&nbsp;R 4 features such as a new color palette for charts, an enhanced reference counting&nbsp;system, and normalization of matrix and array types where matrix objects now&nbsp;formally inherit from the array class, eliminating R 4 Data Programming and the Cloud</i> is not designed to teach advanced&nbsp;R programming nor to teach the theory behind statistical procedures. Rather, it&nbsp;is designed to be a practical guide moving beyond merely using R; it shows you how&nbsp;to program in R to automate book will teach you how to manipulate data in&nbsp;modern R structures and includes connecting R to databases such as PostgreSQL, cloud services such as Amazon Web Services (AWS), and dashboards such as Shiny.&nbsp;Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical You Will and document R functions using R 4</li><li>Make an R package and share it via GitHub or privately</li><li>Add tests to R code to ensure it works as intended</li><li>Use R to talk directly to databases and do complex data management</li><li>Run R in the Amazon cloud</li><li>Deploy a Shiny dashboard</li><li>Generate presentation-ready tables and reports using This Book Is 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.