The Transport layer (Layer 4) of the OSI reference model is responsible for end-to-end communication, error checking, and flow control. It ensures that data is transferred accurately and completely by providing reliable data transfer services to the upper layers. This includes functionalities like segmentation, acknowledgments, and retransmissions to handle errors and manage flow control between devices.