This document provides examples of using recursion to calculate factorial numbers and convert numbers to their binary representations. It explains that recursion involves defining a problem in terms of simpler versions of itself, with a base case that can be solved directly. For factorial, the base case is 0! = 1, and larger numbers are calculated as n! = n * (n-1)!. For binary conversion, the base case is when the number equals 1 (output 1), and larger numbers are converted by recursively processing the number divided by 2 and outputting the remainder.