A long (3 hours!) but thorough introduction to NumPy and Matplotlib, by Eric Jones. If you are interested in scientific computing with Python, or if you want to learn NumPy and Matplotlib, then this will likely give you the boost you need. Notes and exercise files can be downloaded from here.