There is great public demand for guidance on dietary prevention of Alzheimer's disease. We are doing this research study to see if there is a relationship between diet and brain health. This study compares parallel groups with two different diets; both with mild caloric restriction for weight loss. This research study may serve as a model for weight loss diets and slowing cognitive decline.