Here’s a list that I occassionally update with links to resources (mostly in R
) that I’ve found useful in research, data science, and life.
R/Python/Linux/SQL
R for Data Science
Efficient R Programming
Advanced R
Various IPython notebooks
Python Data Science Handbook
Data Science at the Command Line
SQL Bolt
Shiny
Visualization
Fundamentals of Data Visualization
Color Palettes
Spatial
RSpatial
Geocomputation with R
Leaflet for R
Fast raster operations
Python client for Google Earth Engine
AI/Machine Learning
Worked labs for “An Introduction to Statistical Learning”
Caret
Deep learning with R notebooks