Advanced R 4 Data Programming And The Cloud 2nd Edition Joshua F Wiley by Joshua F. Wiley, Matt Wiley 9781484259733, 1484259734 instant download after payment.

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