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Learning R - Resources

Last Update : 25-July/2020

Cursos

R Programming

Books

Español

Rstudio webinars

Data Manipulation

tidyr and dplyr Packages

Joins

data.table Package

String manipulation and stringr package

Data Visualization

ggplot2 Package

Books

Visualization Courses

  • CS 448B Visualization. Stanford CS course on data visualization techniques (Fall 2018) http://bit.ly/2IDzfyW

Modeling

Broom

Tidymodels

H2o.ai

Data Modeling

Shiny Web Application

Books

R Markdown

Books

Bookdown & Blogdown

Books

  • bookdown: Authoring Books and Technical Documents with R Markdown Yihui Xie http://bit.ly/2QLTZWq
  • blogdown: Creating Websites with R Markdown Yihui Xie, Amber Thomas, Alison Presmanes Hill http://bit.ly/2QPjCpm

R code Best Practices

R Package Development

Books

purrr Package - Functional Programming

How to write functions in R.

R-Spatial

Reproducible Research

Metaprogramming - TidyEval

Tutorials from different topics

R Courses with Tidyverse