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Lecture
Orthogonal Diagonalization: Symmetric Matrices
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Characteristic Polynomials and Similar Matrices
Explores characteristic polynomials, similarity of matrices, and eigenvalues in linear transformations.
Spectral Decomposition
Explores spectral and singular value decompositions of matrices.
Diagonalization of Symmetric Matrices
Explores diagonalization of symmetric matrices and their eigenvalues, emphasizing orthogonal properties.
Orthogonal Base Change
Explores orthogonal base change in linear algebra, focusing on matrices and transformations.
Linear Algebra Basics: Vector Spaces, Transformations, Eigenvalues
Covers fundamental linear algebra concepts like vector spaces and eigenvalues.
Diagonalization of Symmetric Matrices
Explores the diagonalization of symmetric matrices and the orthogonality of eigenvectors.
Matrices and Quadratic Forms: Key Concepts in Linear Algebra
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Singular Value Decomposition
Covers the Singular Value Decomposition theorem and its application in decomposing matrices.
Spectral Decomposition of Symmetric Matrices
Explores the spectral decomposition of symmetric matrices, including diagonalization and orthogonal basis change matrices.
Orthogonal Matrices & Spectral Decomposition
Covers the process of finding orthogonal bases and spectral decomposition of symmetric matrices.