How do I get started making money with Google AdSense?

I've been reading a bit about how people can make money off their Web site by joining up with the Google AdSense program, but I really don't understand how it all works. Do I need to find advertisers? Do I bill them for showing up on my site? Or does Google do all this? Thanks a million (hopefully!)