Make sure you're having fun when you brew, it is a hobby after all.
Brew what YOU like.
Limited funds: Start small & build up as you can, many a delicious beer has been brewed on a 5 gallon or less gravity setup.
Unlimited funds: Go crazy and be sure to invite the gang over.
What everybody else said about info on the interwebs (except for the AHA site)
There are no shortcuts to sanitation.
Listen to brewing podcasts that are not produced by 7th grade boys who just learned the F bomb. There's some old guys out there with good podcasts, probably a couple that even hang out here.
Don't fret over having to dump a beer, it happens.
Take good notes.
You will be your hardest critic and that's fine, because your family and friends will just love all the free beer and tell you it's great.
Brewing software!
Go RO/Distilled or get a water report and Bru'n Water.
Toys and gadgets don't make good beer, attention to detail does.
Read the first sentence again.
-Scott