Aleph numbers are a sequence of numbers used to represent the cardinality of infinite sets, with aleph-null (ℵ₀) being the smallest, representing the size of the set of natural numbers. They are crucial in set theory for comparing the sizes of infinite sets, especially in understanding the continuum hypothesis and the hierarchy of infinities.