Infinite numbers are quantities that are larger than any finite number, and they are fundamental in understanding concepts in mathematics such as calculus, set theory, and beyond. These numbers can be categorized into different sizes of infinity, such as countable and uncountable infinities, which have profound implications in various mathematical theories and applications.