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The change in machine learning is changing, and I think it may soon be out of date, but at least on June 1, 2017 they are still very hot.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