Hashes map a bunch of data to a finite (albeit large) set of numeric values/strings.
It is a many-to-one mapping, so that decoding a hash is not only "difficult" in the cryptographic sense, but also conceptually impossible in that even if you could, you would get an infinite set of possible input strings.
