Detail list of learning materials of machine learning, Python and math learning

Sajjad Hussain
Sep 15 · 3 min read
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When learning this technology, it is best to have some quick reference manuals on hand, they list the key points that need to be understood. Robbie Allen has compiled more than 20 quick reference materials related to machine learning, and shared them, and may also help others who learn this technology.

The field of machine learning is undergoing rapid changes, and these materials will one day be out of date, but at least for the time being, they are still very useful. If you don’t want to download these materials one by one, you can download all the materials from here.

Below are some diagrams of machine learning algorithms, very useful.

SAS algorithm chart:


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There are many Python-related learning courses on the Internet, and some of the best materials are listed below.


If you want to learn machine learning, you need to understand statistics, linear algebra, and calculus. The following information can help you understand the mathematics behind machine learning.

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