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It’s not just another cheatsheet. Here are most frequent and important methods in a machine learning project with CAUTIONS and TIPS. Some other useful tools, like bcolz and Jupyter notebook widgets, are also covered.

This post aims to share a list of notes (compiled by myself) on some important machine learning topics. Most of the concepts are mathematical, but after all, math is the most precise language!