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The textbook is designed for sophomore-level college courses and focuses on providing students with a strong foundation in linear algebraic concepts while demonstrating their real-world relevance. : Linear equations and matrices. Determinants and real vector spaces. Eigenvalues, eigenvectors, and diagonalization. Linear transformations and inner product spaces.