A dairy product having smooth feeling in the mouth, reduced sour taste and reduced bitter taste for the purpose of meeting a variety of palatability requirements of consumers; and a process for producing the dairy product comprising adding protein deamidase to raw milk to exert the action of the enzyme on milk protein in the raw milk.