Been in Atlanta 10+ years. If you're coming from Texas, all the steakhouses will disappoint - Bones, Chops, Rathbuns, Hal's. I go to Marcel's.
Craft beer? Scofflaw, brickstore pub, wrecking bar
Bourbon? Local 3, Wrecking bar, Sprig, Southern Gentleman
Southern cooking? Mary Mack's Tea Room
Seafood? Atlanta Fish Market, Kimball House (oysters), The optimist,
Pizza? Antico (it's truly amazing)
Ice Cream? Jake's or Jenny's
Two Urban Licks is good. Other just good places: Cooks and Soldiers, King and Duke.
What part of town?
All the locals will say the Varsity (it's low, low end).
Bones over-salts their steaks IMO if you end up there.