In jimbrig/rtraining: R Training Resources, Guides, Tips, and Knowledge Base

 

R BOOKDOWNS - MASTER LIST

Jimmy Briggs - May 26, 2020

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PERSONAL FAVORITES:
Favorite	Book	Author	Date	Category	Experience	Notes and Comments
	Writing R Extensions	Colin Fay	2017-10-18	Package Dev't	Advanced	Remastered version of the Original R Extensions Manual
	Mastering Software Development in R	Various	2017-09-21	General	Intermediate	This book covers R software development for building data science tools.
	R for Data Science	Hadley Wickham		Data Analysis	Beginner
	R Packages	Hadley Wickham	April 2015	Package Dev't	Intermediate
	Advanced R	Hadley Wickham		General	Advanced
	Mastering Shiny	Hadley Wickham		Shiny	Advanced
	R Markdown: The Definitive Guide	Yihui Xie	2020-04-26	RMD	Intermediate
	Efficient R Programming	Various		General	Intermediate
	rOpenSci Package Development Guide	Various		Package Dev't	Intermediate
	Engineering Production-Grade Shiny Apps	Various		Shiny	Advanced
	R Markdown Cookbook	Yihui Xie	2020-05-18	RMD	Beginner
	The Caret Package	Max Kuhn	2019-03-27	Modelling	Advanced
	Business Analytics with R	Jeffrey Monroe		Data Analysis	Intermediate

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FURTHER READING:
Favorite	Book	Authors	Date	Category	Experience	Notes/Comments
	An Introduction to R	R Core Team Colin Fay	2017-10-18			Remastered version of the Original R Guide 'An Introduction to R'
	R Data Import/Export	R Core Team Colin Fay	2017-10-18
	R Installation and Administration	R Core Team Colin Fay	2017-10-18
	R Language Definition	R Core Team Colin Fay	2017-10-18
	R Internals	R Core Team  Colin Fay	2017-10-18
	Bookdown: Authoring Books and Technical Documents with R Markdown	Yihui Xie	2020-05-23			Create books using Bookdown & various R Markdown related packages.
	R Cookbook - 2nd Edition	James Long	2019-09-26			General book encompassing many beginner to intermediate level topics in R.
	Building Web Applications with Shiny and SQL Server	Matthew Sharkey	2019-03-27			Building Shiny Apps that integrate with SQL databases.
	What They Forgot to Teach You About R	Jennifer Bryan Jim Hester
	R Tips Book	Lingyun Zhang	2017-08-27
	Pro Git
	Data Analysis in Software Engineering Using R	Daniel Rodriguez Javier Dolado	2018-12-26
	Happy Git and GitHub for the useR	Jenny Bryan Jim Hester
	Drake R Package User Manual	Will Landau Kirill Müller Alex Axthelm Jasper Clarkberg Lorenz Walthert Ellis Hughes Matthew Mark Strasiotto
	Beginners Cookbook for Interactive Visualization in R with Highcharter	Abdul Majed Raja	2019-08-07
	Cookbook for R
	How to Build a Shiny App from Scratch
	YarrR Pirate's Guide to R
	Functional Programming and Unit Testing for Data Munging with R	Bruno Rodigues	2017-12-28
	Introduction to Open Data Science
	Data Science with R: A Resource Compendium
	Tidy Evaluation	Lionel Henry Hadley Wickham
	Spreadsheet Munging Strategies
	R for Excel Users	Julie Lowndes Allison Horst	2020-05-18
	Package Development in R		August 2019
	Data Wrangling with R	Bradley Boehmke
	Fundamentals of Data Visualization	Claus O. Wilke
	Advanced R - Course	Florian Privé	2019-03-11
	Doing Meta Analysis with R	Mathias Harrer Dr. Pim Cuijpers Dr. Toshi A. Furukawa Dr. David D. Ebert
	Building Shiny App - Spatio-Temporal Data

TO BE CONTINUED...

jimbrig/rtraining documentation built on March 12, 2023, 12:57 a.m.