Multilevel Queue Scheduling is a CPU scheduling algorithm that partitions the ready queue into several separate queues, each with its own scheduling algorithm, to efficiently manage processes with different priorities and requirements. This approach enables the system to handle a variety of process types by assigning each to a queue based on specific characteristics like priority, process type, or resource needs.