We often find ourselves spending time thinking which algorithm is best? And then go back to our big books for reference! These cheat sheets gives an idea about both the nature of your data and the problem you’re working to address, and then suggests an algorithm for you to try.
We regularly end up investing time supposing which algorithm is ideal? And after that backpedal to our enormous books for reference!
I have included only the most important ones below.
1.) SAS Algorithm Flowchart
2.) Algorithm Summary
3.) Machine Learning Algorithms
4.) Machine Learning Explained Algorithms
5.) Cheat Sheet for Scikit Learn
7.) Microsoft Azure Algorithm Flowchart
8.) Neural Networks Zoo
For python I have included the best cheat sheets since there are many online resources available in this section.
1.) Python Basics
2.) Python Data science
Below are some of the Cheat sheets of Math behind the most common Machine Learning algorithms.
2.) Linear Algebra