Computing Resources

This page contains links to helpful resources for learning Python and Numpy+Scipy+Matplotlib, including links to documentation, books, and tutorials.

Why Python

• The Incredible Growth of Python
• Why is Python Growing So Quickly?

Python Help

• Dive into Python 3
• Learn Python the hard way
• Python tutorial
• Facts and myths about Python names and values
• CSE workshop training material

Numpy/Scipy Help

• Numpy/Scipy documentation
• Numpy Quickstart Tutorial
• Numpy Routines
• Numpy for Matlab Users
• Python Data Science Handbook
• Scipy Lectures
• Introduction to Python for Science
• An introduction to Numpy and SciPy
• 100 Numpy exercises
• The Numpy MedKit by Stéfan van der Walt
• From Python to Numpy (An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017)
• More in this reddit thread

Matplotlib help

• Matplotlib Tutorials
• Matplotlib Gallery
• Matplotlib API