Preheat the oven to 350 degrees F. In a large bowl, cream butter and sugars on medium speed, until well combined and creamy. Beat in the eggs and vanilla.
Drop dough by rounded tablespoonfuls onto ungreased cookie sheets and bake for 8 to 10 minutes, or until the cookies just start to turn a light golden brown.