We often find ourselves spending time thinking which Machine Learning Algorithm is best and what are the Best Tips and Tricks we can utilize?

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 a solution for you to try.

ML cheat sheets will help you with the frequently used ML Algorithms, software packages, functions etc.

We regularly end up investing time supposing which solution is ideal? And after that backpedal to our enormous books for reference!

So you need these cheat sheets if you’re tackling Machine Learning Algorithms.

Top and Best Machine Learning Cheat Sheet

Machine Learning Algorithms cheat sheet pdf

Source: http://thinkbigdata.in/best-known-machine-learning-algorithms-infographic/?utm_source=datafloq&utm_medium=ref&utm_campaign=datafloq

Machine Learning Algorithms Summary

Source: http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/

SAS Algorithm Flowchart

Source: http://blogs.sas.com/content/subconsciousmusings/2017/04/12/machine-learning-algorithm-use/

Machine Learning cheat sheet (for scikit-learn)

Source: https://www.datacamp.com/community/blog/scikit-learn-cheat-sheet#gs.fZ2A1Jk

Source: http://peekaboo-vision.blogspot.de/2013/01/machine-learning-cheat-sheet-for-scikit.html

Machine Learning Explained Algorithms are Your Friend

Source: https://blog.dataiku.com/machine-learning-explained-algorithms-are-your-friend

Supervised Learning cheatsheet

Source: https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-supervised-learning

Unsupervised Learning cheatsheet

Source: https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-unsupervised-learning

Machine Learning tips and tricks Cheatsheet

Source: https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks

Deep Learning cheatsheet

Source: https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-deep-learning

Getting started on Matlab

Source: https://stanford.edu/~shervine/teaching/common/matlab-start

Probabilities and Statistics refresher

Source: https://stanford.edu/~shervine/teaching/cs-229/refresher-probabilities-statistics

Linear Algebra and Calculus refresher

Source: https://stanford.edu/~shervine/teaching/cs-229/refresher-algebra-calculus

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I have included only the most important Cheat Sheets for Machine Learning AI Python and Maths ones below.