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This lecture covers the concept of orthogonal basis of subspaces, focusing on the properties and calculations related to orthogonal bases. The instructor explains the importance of orthogonal bases in linear algebra and demonstrates how to determine them for different subspaces. Various examples and exercises are provided to illustrate the application of orthogonal bases in practice.