Personally i thought a goat was just a goat and a sheep a sheep. I believe that though they have many breeds of the other that look alike, they are of different species. :P
They are both ruminants, they can both have more than one offspring at a time, and are both used for the production of meat, milk and wool/hair (Cashmere goats are bred for hair production).