Banker's Algorithm is a resource allocation and deadlock avoidance algorithm that tests for the safety of granting a resource request by simulating the allocation and ensuring that the system remains in a safe state. It is primarily used in operating systems to ensure that resources are allocated in a way that prevents deadlocks, by keeping track of the available, allocated, and maximum resources required by processes.