Shaking during exercise is normal and can be caused by a number of factors. When you shake during exercise, it's usually because your muscles are tired or because you're body is trying to regulate its temperature. Shaking can also be caused by low blood sugar levels or dehydration. If you're shaking during exercise, make sure to drink plenty of fluids and eat a balanced meal before working out.