While they are both members of the deer family (Cervidae), they are different species and have different chromosome numbers. This means their genetic makeup is incompatible, preventing them from producing fertile offspring.
Even if they were able to mate, their young would likely be sterile, similar to a mule (the offspring of a horse and donkey).