HDLC and PPP are data link layer protocols used to transmit data between network nodes. HDLC organizes data into frames for transmission and ensures successful arrival. PPP establishes direct connections between two nodes, such as routers, and provides authentication and encryption. Both protocols provide reliable data transmission and flow control and were designed to work with various network layer protocols like IP and IPX.