Haven't read this yet, but just from Jake Vanderplas' reputation, I think it's probably worth If you want some more recs, my two favorites are Chris Albon's Ma

Haven't read this yet, but just from Jake Vanderplas' reputation, I think it's probably worth If you want some more recs, my two favorites are Chris Albon's Machine Learning with Python Cookbook and Joel Grus' Data Science from Scratch: First Principles with Python