Wow, I didn't realize that this was part of a series until I saw your comment, Thanks! For everybody else who's interested:

http://norvig.com/ipython/

If you don't have ipython notebook installed, you can view them by copying the URL (without the protocol) into:

http://nbviewer.ipython.org/url/<URL>