Preheat oven to 375 degrees.
Cream butter and sugar. Add egg, milk, vanilla, and almond extract, beat well. Stir flour and baking soda gradually. Add to creamed mixture, make a smooth dough. Do not chill. Using a cookie press, Place on cookie sheet ungreased.
Bake 10-12 min or until light brown on edges. Remove from sheet and cool on rack.