The IPython Cookbook, second edition, has been published (500+ pages). Most 
of the contents (text and code) are now freely available on 
http://ipython-books.github.io

The recipes cover a wide range of techniques and topics: code optimization, 
just-in-time compilation, parallel computing, graphics card programming, 
data analysis and visualization, statistics, machine learning, signal and 
image processing, dynamical systems... They can be used as a starting point 
for courses and exercises on Python, Jupyter, and the SciPy stack.

The GitHub repository is here: https://github.com/ipython-books/cookbook-2nd

Cyrille

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