This study is designed to look at the ability of a 15-week diet and exercise program to help cancer survivors lose weight. The investigator will look at changes in weight, body composition, quality of life, fatigue, body image as well as diet and exercise patterns, to see if this program can help men and women feel better and live healthier lives after cancer diagnosis.