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Re:Python Data Science Handbook: Full Text in Jupyter Notebooks by pylus on Sunday March 03, 2019 @10:34PM (#19298583)
For me, it is one of the best books for beginners. It covers almost completely from numpy, pandas, matplotlib/seaborn to ML algorithms.

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