A popular approach to frying catfish is soaking it in milk beforehand, as per many Southern chefs. The milk's acidity assists in the fish's tenderization and removes any fishy aftertaste. Nonetheless, if you want to make delicious Golden Fried Catfish, soaking the fish is not required. Before covering the fish in cornmeal, remember to remove any excess milk if you opt to soak your catfish.