A series of ipython notebooks developed while following the MIT Open Courseware class Probability Systems Analysis and Applied Probability.
The mathematics notes are mostly taken from
[1] D.P. Bertsekas and J.N. Tsitsiklis, "Introduction to Probability", Aethena Scientific, 2008
The python sample code is independently developed. There are many examples of using SciPy.