https://github.com/soulmachine/machine-learning-cheat-sheet

#github #cheatsheet

Neural networks #architecture #cheatsheet #nn

Ultimate Machine Learning Cheat Sheet

Notes on top-level topics from Stanford's CS 229 by Shervine Amidi and Afshine Amidi:

* Supervised learning
* Unsupervised learning
* Deep learning
* Tips and tricks
* Probability and stats refresher
* Algebra and calculus refresher

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Repo link: https://github.com/afshinea/stanford-cs-229-machine-learning

#Stanford #cheatsheet

All the statistical distributions and how they relate to each other!

Source: http://www.math.wm.edu/~leemis/2008amstat.pdf

#distributions #visualization #cheatsheet #statistics

Deep learning cheatsheets, covering content of Stanford’s CS 230 class.

CNN: https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-convolutional-neural-networks
RNN: https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks
TipsAndTricks: https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-deep-learning-tips-and-tricks

#cheatsheet #Stanford #dl #cnn #rnn #tipsntricks

Rachael’s #cheatsheet on choosing #DS library.

​​Set of animated Artificial Intelligence cheatsheets covering Stanford's CS 221 class:

Reflex-based: http://stanford.io/2EqNPHy 
States-based: http://stanford.io/2wh4F7u 
Variables-based: http://stanford.io/2HAiAfh 
Logic-based: http://stanford.io/2M7taia 

GitHub: https://github.com/afshinea/stanford-cs-221-artificial-intelligence

#cheatsheet #Stanford

Great collection of practical rules for routine DS engineering / research job.

Machine Learning in a company is 10% Data Science & 90% other challenges, this pdf provides a great deal of principals and solutions to deal with them.

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Link: http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf

#cheatsheet #advice #practical #common #shouldbesaved

#cheatsheet #statistics