Grover's Algorithm is a quantum algorithm that accelerates the search process within an unsorted database of N entries. It was developed by Lov Grover in 1996 and is particularly significant because it provides a quadratic speedup over classical search algorithms. While classical algorithms require O(N) steps to find a specific entry, Grover's algorithm can achieve this in O(√N) steps.