The author runs a subscription site over at http://commonsware.com
. For about $40 you get 3 android dev books (Android, Adv. Android, and Android Tutorials) in PDF format, plus all updates for a year.
I'm not associated with this site, but I am a customer. The tutorial book takes you through many chapters building up 2 applications from the ground up. And while he says he doesn't use Eclipse, the instructions take Eclipse into account. Infact, I use Eclipse and haven't had any problems following his code.