Centralized exchanges act as middle men in order to facilitate trading on their platforms, In exchange for providing this service, intermediaries collect trading fees. Decentralized exchanges are peer-to-peer, they match directly buyers and sellers and transactions conducted are nearly for no-cost, therefore decentralized exchanges do not require intermediaries for their operation. For more detail please watch the video below.