Vitamin deficiency is an inadequate level of a vitamin or vitamins, but could also mean an illness resulting from the deficiency.
The symptoms of fatigue are physical and/or mental weariness. Physical fatigue is caused by the accumulation of metabolic byproducts in the muscles, related to energy production.