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This lecture covers the concept of directional derivatives in linear optimization, focusing on the optimization of a function along a specific direction. The instructor explains how to calculate directional derivatives and their applications in optimizing functions. The lecture also discusses the importance of considering directional derivatives in the context of linearly independent vectors.