In a large bowl, cream together the butter, shortening, and vanilla.Add sugar, one cup at a time while still blending and beating well after each addition. Beat in the milk, and continue mixing until light and fluffy. Add food coloring for different colors. Don’t add too much coloring it will taste sour! Keep icing covered until ready to decorate.