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- "NumPy: creating and manipulating numerical data" by Emmanuelle Gouillart, Didrik Pinte, Gaël Varoquaux, and Pauli Virtanen of (Scipy Lectures)[http://www.scipy-lectures.org/] (edited by Gaël Varoquaux, Emmanuelle Gouillart and Olav Vahtras) and licenced with Creative Commons Attribution 4.0
- "Advanced NumPy patterns" lecture by Juan Nunez-Iglesias (https://github.com/jni/aspp2015)
- "Advanced NumPy tutorial" by Stefan van der Walt (https://python.g-node.org/python-summerschool-2014/numpy.html)