Chapter 7 Data Science

7.1 Statistics

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7.2 Rstats

• Writing a package by Tomas Westlake

tidyverse

• Suazan Baert dplyr Presentation Amsterdam 2018
• Jenny Bryan’s Row-oriented workflows in R with the tidyverse

purrr Package

• Introduction to purrr
• Jenny Bryan’s purrr Tutorial

7.3 Git & Github

Some useful references:

• Happy Git and GitHub for the useR – Jenny Bryan
• Git guides – Mara Averick
• Git and GitHub – R Packages by Hadley Wickham
• Version control with Git – Roel Hogervorst

Working with a remote upstream libary

  git remote -v
  git fetch upstream
  git checkout master
  git merge upstream/master

7.4 Books

• R Markdown: The Definitive Guide
• Bookdown
• blogdown: Creating Websites with R Markdown
• R fo Data Science
• Data Visualization
• Handling Strings with R
• Efficient R programming
• Advanced R
• Data Science at the Command Line

7.5 R code

tidyverse stuff

• Getting Started in R

flexdashboard

• Chick weight data flexdashboard

R Shiny

• Chick weight data app
• Portuguese Nutrition App

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