There rarely is a single best of anything. Android in Action isn't bad, but I'm sure others will serve you just as well. Also read the http://android-developers.blogspot.com (if you're just starting out you may want to start 3 years ago or so).
CLUCK LIKE A CHICKEN! Now look at this tiny ad:
a bit of art, as a gift, that will fit in a stocking