In general, dogs don’t need milk once they are weaned. However, if your dog enjoys the taste of milk, a little dairy or non-dairy milk is fine for many dogs as an occasional treat. Avoid regular cow’s milk from the grocery store, and opt for goat’s milk, non-dairy milk or lactose-free milk instead.