My absolute favorite is "The Compleat Strategyst" by J.D. Williams. It's an older book from the 1950s but the theory and examples are great. And it's a lot of fun to read too, which is rare to say of a math book. And, you don't need a math degree to read it, just some patience working through all the examples.
