Statistics for hackers?
drats: I can't speak highly enough of "Programming Collective Intelligence" by Toby Segaran. It's not everything, you'd need other books, but it covers "fantastic applications" of techniques. It has really clear explanations from real-world scenarios, followed by extremely clear python code and with a second explanation with code and maths of each technique used in the appendix. Check out the contents on Amazon.