Documentation really is not beginner friendly. Try watching these screencasts which will introduce you to the workflow and the beauty of AngularJS and you will make a small application during the exercise:
AngularJS Fundamentals In 60-ish Minutes by Dan Wahlin:
http://www.youtube.com/watch?v=i9MHigUZKEM
Introduction to Angular JS by David Mosher: