Multilevel Queue is a scheduling algorithm that partitions the ready queue into multiple separate queues, each with its own scheduling algorithm, to efficiently manage processes with different priorities or characteristics. This approach allows for the segregation of tasks based on predefined criteria, such as process type or priority level, ensuring that high-priority processes receive more immediate attention while still managing lower-priority tasks effectively.