The Theory That Would Not Die [1] is a great read. It's a complete history of the fight to legitimize Bayes' theory from Bayes' original experiment through Turing and Nazi subs and beyond. Probably not the quickest way to learn the theory, but worth the read.

[1] http://www.amazon.com/dp/0300188226