They are not pre-season training games. They count in the team's final record.
Each of the big football schools is in a conference. (Well, except Notre Dame, but that's another story.) Ohio State is in the Big 10. If they play a school that is not in the Big 10, they are playing a non-conference game.
You can play a very tough non-conference game, but there's not much benefit in