Code and Computing Resources

RStudio Cheatsheets –  A selection is linked directly below, but the full offering can be found here: https://rstudio.com/resources/cheatsheets/

• • Python with R and Reticulate Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/reticulate.pdf
  • Deep Learning with Keras Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/keras.pdf
  • Data Import Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/data-import.pdf
  • Dates and Times Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/lubridate.pdf
  • Work with Strings Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/strings.pdf
  • Data Transformation Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/data-transformation.pdf
  • R Markdown Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/rmarkdown-2.0.pdf
  • Data Visualization Cheatsheet https://github.com/rstudio/cheatsheets/raw/master/data-visualization-2.1.pdf
  • Advanced R https://www.rstudio.com/wp-content/uploads/2016/02/advancedR.pdf
  • Base R http://github.com/rstudio/cheatsheets/raw/master/base-r.pdf
  • estimatr https://github.com/rstudio/cheatsheets/raw/master/estimatr.pdf
  • How big is your graph? https://github.com/rstudio/cheatsheets/raw/master/how-big-is-your-graph.pdf
  • nimble https://github.com/rstudio/cheatsheets/raw/master/nimble.pdf
  • Regular Expressions https://github.com/rstudio/cheatsheets/raw/master/regex.pdf
  • vegan https://github.com/rstudio/cheatsheets/raw/master/vegan.pdf

 

DataCamp Cheatsheets for R, Tidyverse, Python & more –  A selection is linked directly below, but the full offering can be found here: https://www.datacamp.com/community/data-science-cheatsheets

• • Importing Data: Python Cheat Sheet https://datacamp-community-prod.s3.amazonaws.com/50d31142-3de0-4159-89b9-18b718a728ef
  • Tidyverse Cheat Sheet For Beginners https://datacamp-community-prod.s3.amazonaws.com/e63a8f6b-2aa3-4006-89e0-badc294b179c
  • Python Data Visualization: Bokeh Cheat Sheet https://datacamp-community-prod.s3.amazonaws.com/f9511cf4-abb9-4f52-9663-ea93b29ee4b7
  • Jupyter Notebook Cheat Sheet https://datacamp-community-prod.s3.amazonaws.com/48093c40-5303-45f4-bbf9-0c96c0133c40
  • Python Seaborn: Statistical Data Visualization https://datacamp-community-prod.s3.amazonaws.com/f9f06e72-519a-4722-9912-b5de742dbac4
  • The data.table R Package Cheat Sheet https://datacamp-community-prod.s3.amazonaws.com/6fdf799f-76ba-45b1-b8d8-39c4d4211c31
  • xts Cheat Sheet: Time Series in R https://datacamp-community-prod.s3.amazonaws.com/e04c5a6b-4aca-46f5-8cd5-803d975ccc4b
  • Pandas Cheat Sheet: Data Wrangling in Python https://datacamp-community-prod.s3.amazonaws.com/9f0f2ae1-8bd8-4302-a67b-e17f3059d9e8
  • Matplotlib Cheat Sheet: Plotting in Python https://datacamp-community-prod.s3.amazonaws.com/5710caa7-94d4-4248-be94-d23dea9e668f
  • NumPy Cheat Sheet: Data Analysis in Python https://datacamp-community-prod.s3.amazonaws.com/e9f83f72-a81b-42c7-af44-4e35b48b20b7
  • Scikit-Learn Cheat Sheet: Python Machine Learning https://datacamp-community-prod.s3.amazonaws.com/5433fa18-9f43-44cc-b228-74672efcd116
  • Pandas Cheat Sheet for Data Science in Python http://datacamp-community-prod.s3.amazonaws.com/dbed353d-2757-4617-8206-8767ab379ab3
  • Python For Data Science Cheat Sheet For Beginners https://datacamp-community-prod.s3.amazonaws.com/e30fbcd9-f595-4a9f-803d-05ca5bf84612