For our friends out of state, the Birmingham Airport is 45 minutes to an hour away from Anniston. I highly recommend renting a vehicle for the weekend if you do not want to Uber/Lyft everywhere.
Hotel
Fairfield Inn & Suites by Marriott Anniston Oxford