All-In-One Machine Learning Algorithm Cheat Sheets

Here is a nicely complied list of machine learning algorithm cheat sheets.  Flowcharts are probably the most efficient way to learn how to do machine learning.

Microsoft Azure Machine Learning Algorithm Cheat Sheet

Dlib C++ Library Machine Learning Algorithm Cheat Sheet

scikit-learn Machine Learning Algorithm Cheat Sheet