Dynamic Network Management refers to the adaptive and real-time optimization of network resources to ensure efficient data flow and connectivity, accommodating fluctuating demands and conditions. It leverages automation, analytics, and policy-driven frameworks to enhance network performance, reliability, and security in complex environments.