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This lecture covers the concept of Hermitian operators and the Spectral Theorem, explaining the definition of adjoint operators, properties of auto-adjoint operators, and examples of Hermitian spaces. The instructor demonstrates the orthogonality of eigenvectors and the diagonalizability of Hermitian matrices.