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Books

The best python books to undesrtand the language

Dummies

Python for Data Science, for dummies

Intro to python from scratch for non-programmers.
Primer

A Primer on Scientifical Programming with python, Langtangen

Intro to python from a scientific programming perspective: dealing with numerical errors, code optimization, performance, algorithm convergence.
Data

Data Structures and Algorithms with python

Intro to datastructures and algorithmic desing in Python. Refreshing concepts.
Fluent

Fluent Python 3

Advanced python programming. Extraordinary book. How to avoid common pitfalls.
Numpy

Guide to Numpy

Classic intro to numpy library.
Scipy

Scipy and Numpy

Intro to Scipy and Numpy.
Pandas

Python for Data Analysis, Wes Mckinney

Everything about pandas and how to FIX DATA.