A collection of 27 machine-Learning small copy

A collection of 27 machine-Learning small copy

There are many aspects of machine learning, and when I started studying it, I found a variety of "small copies" that concisely listed the key points of knowledge for a given topic. In the end, I brought together over 20 machine learning-related small copies, some of which I often read, while others benefited me. This article contains the 27 small copies I found on the Internet, please let me know if you find something missing.

The change in machine learning is changing, and I think it may soon be out of date, but at least on June 1, 2017 they are still very hot.

If you like this article, then share to more people, if you want to thank me, go to the original address (https://unsupervisedmethods.com/ CHEAT-SHEET-OF-MACHINE-LEARNING-AND-PYTHON-AND-MATH-CHEAT-SHEETS-A4AFE4E791B6) just a little.

Machine Learning

Here are some useful flowcharts and machine learning algorithm tables, and I've only included the most comprehensive number I've found.

Neural Network Architecture

Source: http://www.asimovinstitute.org/neural-network-zoo/

Neural Network Park
Microsoft Azure algorithm Flowchart

Source: Https://docs.microsoft.com/en-us/azure/machine-learning/machine-learning-algorithm-cheat-sheet

Machine learning Algorithms for Microsoft Azure Machine Learning Studio
SAS algorithm Flowchart

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

SAS: Which machine learning algorithm should I use?
Algorithm Summary

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

Guidelines for machine learning algorithms

Source: http://thinkbigdata.in/best-known-machine-learning-algorithms-infographic/

Known machine learning algorithms which are best.
algorithm pros and cons

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

Python

Naturally, there are many online resources for Python, and in this section I only include the best ones I've ever seen.

algorithm

Source: https://www.analyticsvidhya.com/blog/2015/09/full-cheatsheet-machine-learning-algorithms/

Python Basics

Source: Http://datasciencefree.com/python.pdf

Source: Https://www.datacamp.com/community/tutorials/python-data-science-cheat-sheet-basics#gs.0x1rxEA

Numpy

Source: https://www.dataquest.io/blog/numpy-cheat-sheet/

Source: Http://datasciencefree.com/numpy.pdf

Source: Https://www.datacamp.com/community/blog/python-numpy-cheat-sheet#gs.Nw3V6CE

Source: HTTPS://GITHUB.COM/DONNEMARTIN/DATA-SCIENCE-IPYTHON-NOTEBOOKS/BLOB/MASTER/NUMPY/NUMPY.IPYNB