Also recommended (as a refresher/introduction) - Think Stats, which offers a free download. The book is specifically oriented towards programmers, and many of the exercises involve writing little python programs to operate on some data sets.

As far as I can still (not a statistician!) it has all the important basics - probability distributions, hypothesis testing, bayes' rule, but also graphing your results.