I have made a quick tutorial on the basics of plotting with matplotlib.
- Matplotlib vocabulary – figures and axes
- The different ways to use matplotlib: the interactive interface, the object-oriented interface and the object-oriented class library
- Basic plotting commands
- Customising plots using containers and artists
It is available to view here.
Or to download as an interactive IPython notebook here.