Data Science Python Book. Essential tools for working with data is one of the top. Simply because it is written by the creator of the pandas project himself.
It will appeal both to experts and people who are somewhere in the middle. If you are a beginner with python and machine learning both. This website contains the full text of the python data science handbook by jake vanderplas.
Now for the bad.
Simply because it is written by the creator of the pandas project himself. Numpy pandas matplotlib scikit learn. Python data science handbook. See it is true you can not build any accurate and high performing machine.