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This lecture covers linear programming, focusing on weighted bipartite matching and vertex cover problems. The instructor explains the concept of linear programming, the formulation of problems, and the optimization of linear functions subject to constraints. The lecture also delves into the minimization of linear functions of variables, the constraints involved, and the significance of extreme points in convex optimization.