Book description
- 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
Table of contents
- Cover
- Front Matter
- 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
- Back Matter
Product information
- Title: Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS, and Shiny
- Author(s):
- Release date: July 2020
- Publisher(s): Apress
- ISBN: 9781484259733
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