This discharge helps get rid of bacteria and dead cells in the cervix and vagina. This, in turn, keeps infection away from the vagina. Usually, milky white vaginal discharge is a normal phenomenon. There can be, however, differing amounts of discharge and different color or odor that means it is something wrong. As long as the discharge has no odor and you have no other vaginal symptoms, milky white vaginal discharge is considered normal.