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This lecture covers the definition of orthogonal spaces, including the orthogonal complement of a subspace, properties of orthogonal spaces, and orthogonal bases. It also discusses orthogonal projections onto lines and planes in R^n, emphasizing the concept of orthogonal projection preserving distances and angles. The lecture concludes with a general discussion on orthogonal matrices and their properties.