It does have the guitar chords, though... hmmm...
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One thing I'm noticing as I go through
http://www.guitarnoise.com/beginner/20001025.html
(And the "Horse with No Name" one)
is the rhythm. I'm used to singing, and Guitar seems a little more like playing Drums (though I'm obviously not versed in that either).