Countable sets are those whose elements can be put into a one-to-one correspondence with the natural numbers, including finite sets and countably infinite sets like the integers. Uncountable sets, such as the real numbers, cannot be matched with the natural numbers, indicating a larger type of infinity that cannot be enumerated by a sequence.