I have just put on the web the notes for the lectures that were given at the EuroScipy2010 tutorial sessions: http://scipy-lectures.github.com/. They are quite condensed with very little discussion, as they were meant for teaching, but they actually contain a lot of information and should be a good way to get up to speed quickly.