First of all, welcome to the hobby!
Screw cap growlers don't hold a good seal, so oxygen can get in and lead to premature staling. If you have flip-top ones, that should work OK as long as the rubber gasket is in good shape. You can use plastic soda bottles as well, but be sure to store them away from light unless you have brown bottles.