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This lecture covers various network flow algorithms, including Max Flow, Min Cut, Uncapacitated Network Flow, Capacitated Network Flow, Negative Cost Cycle Algorithm, and Augmenting Path. The instructor explains the concepts through slides detailing the algorithms' steps and properties, such as spanning trees, incidence matrices, and unsaturated flows. The lecture progresses from basic definitions to more complex algorithms like the Bellman-Ford algorithm and Dijkstra's algorithm, emphasizing their applications in solving network flow problems.