Aerobic Exercise Byproducts. Exercise falls into the two categories of aerobic and anaerobic. Aerobic exercise is any muscle movement that uses oxygen to burn carbohydrates and fats to produce energy. Aerobic exercise can be activities like walking, bicycling or swimming, and increase both your heart and breathing rate.