This research is being done to assess the effectiveness of a weight loss program in women with early stage breast cancer whose body mass index (BMI) is in the overweight or obese range (>25). Weight loss is beneficial in improving cardiovascular risk factors and overall health, but may also decrease the chance of breast cancer coming back. A weight loss counseling program was studied in a general population and was found to be effective to help reduce weight over a 2 year period.