Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS, and Shiny 2nd Edition by Matt Wiley and Joshua F. Wiley

Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS, and Shiny 2nd Edition by Matt Wiley and Joshua F. Wiley- Ebook Instant Download/Delivery ISBN(s): 9781484259726,9781484259733,1484259726,1484259734

Product details:

• ISBN-10 ‏ : ‎ 1484259734
• ISBN-13 ‏ : ‎ 9781484259733
• Author: Matt Wiley; Joshua F. Wiley

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.

Table contents:

1. Programming Basics
2. Programming Utilities
3. Programming Automation
4. Writing Functions
5. Writing Classes and Methods
6. Writing Packages
7. Introduction to data.table
8. Advanced data.table
9. Other Data Management Packages
10. Reading Big Data
11. Getting Your Cloud
12. Cloud Ubuntu for Windows Users
13. Every Cloud Has a Shiny Lining
14. Shiny Dashboard Sampler
15. Dynamic Reports

People also search

advanced r 4 data programming and the cloud 2nd

advanced r for data science

a data-driven approach for learning to control computers

advanced r 2nd edition

advanced r 2nd edition pdf