I'd read http://guides.rubyonrails.org since its constantly updated and its breadth of coverage is unsurpassed. However, Agile Web Development with Rails 3 is also good for its depth.
I second these guides as they are surprisingly helpful. The blog tutorial seems cliche and done, but it really is a great staple and good place to start in learning the changes that rails3 has brought about.