Disadvantages of Anaerobic Exercise. Part of the series: LS - Your Best Fitness. Disadvantages of anaerobic exercise include the fact that you are talking about exercising with weights. Find out about disadvantages of anaerobic exercise with help from an experienced fitness professional in this free video clip.