Period finding is a fundamental problem in quantum computing where the goal is to determine the period of a function, which is crucial for algorithms like Shor's algorithm that are used for factoring large numbers. This problem leverages quantum parallelism and interference to efficiently solve problems that are infeasible for classical computers.