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This lecture covers the concepts of orthogonality and scalar product in vector spaces, with examples and applications. It explores the properties of orthogonal vectors, scalar products, and the triangle inequality. The lecture also delves into the Pythagorean theorem in vector spaces and the concept of orthonormal bases.