There is a difference between "physical activity" and "exercise training," said Gordon Fisher, an assistant professor of nutrition at the University of Alabama at Birmingham. Both burn calories, but physical activity consists of nonstructured activities, such as gardening or walking the dog, whereas exercise means planned, structured and repeated activities, such as weight training or running.