Eratosthenes was a Greek mathematician who invented a method for finding prime numbers called Eratosthenes' Sieve. The sieve works by starting with a list of consecutive numbers and systematically eliminating multiples of each prime number to discover the remaining prime numbers. It involves crossing out multiples of 2 first, then multiples of 3, and continuing for higher prime numbers, leaving only the prime numbers at the end. The document then demonstrates how to use Eratosthenes' Sieve to find all the prime numbers between 1 and 100.