Hey, Dummies books are for everyone, we're all dummies at heart, right? *cough*
I got started with "Linux for Dummies" and "Using Linux". Of course, nowadays I recommend "Running Linux" instead of "Using Linux". Even though, when you look at it a certain way, they're both almost exactly alike...