Yes, you can whip evaporated milk but be sure to first chill the milk, the beater, and the bowl otherwise it will not whip. Chilling the milk also improves the texture and volume of the whipped cream. For rapid chilling, add evaporated milk to an ice tray or a freezer-safe container and place it in the freezer for 30 minutes before whipping.