Yes, of course. There are parts of your house you can not see, such as inside walls, under carpeting, crawlspaces, attics. Anywhere that water can leak into, or anywhere that humidity can be trapped is a fertile place for mold to grow–whether or not you can see it.
This is one reason we use technology to help us find mold. With the right technology, we can literally see through walls to find the mold.