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This lecture covers the concept of eigenvalues and eigenvectors, focusing on their importance in linear algebra. It explains how to calculate eigenvalues and eigenvectors, and their applications in various mathematical problems. The lecture also discusses the properties of eigenvectors and their role in diagonalizing matrices.