A great cheatsheet is available in this link, and can be downloaded directly from here. "The cheatsheet is loosely based off of The Data Science Design Manual by Steven S. Skiena and An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani ."
Some screenshots:
