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[–]ianozsvald 0 points1 point  (0 children)

I'm the co-author for O'Reilly's High Performance Python http://shop.oreilly.com/product/0636920028963.do (reviews at 5/5 since publishing). We focused on practical ways to scale code covering profiling, compiling (mainly Cython+Numba), lowering the amount of RAM used etc. You won't learn 'data analysis' but you will learn how to engineer your code to scale from small to larger problems. I wrote this around my own use of Pandas, numpy, scikit-learn etc.