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Related lectures (25)
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Singular Value Decomposition: Applications and Interpretation
Explains the construction of U, verification of results, and interpretation of SVD in matrix decomposition.
Matrix Row Rank and Column Rank
Explores the equality of row spaces for equivalent row matrices and the determination of row ranks.
Matrix Operations: LU Factorization & Subspace Vector
Covers LU factorization, determinants, subspaces, and matrix products.
Linear Algebra: Matrices Properties
Explores properties of 3x3 matrices with real coefficients and determinant calculation methods.
Linear Equations: Vectors and Matrices
Covers linear equations, vectors, and matrices, exploring their fundamental concepts and applications.
Matrix Operations: Equivalence and Vector Identification
Covers reducing matrices, uniqueness of row-echelon form, and identifying points using vectors.
Row and Column Space of a Matrix
Explores the row and column space of a matrix, defining vector spaces generated by its rows and columns.
Calculs and Algorithms for Determinant
Covers calculations and algorithms for determining the determinant of a matrix, including permuting rows and multiplying by coefficients.
Linear Independence and Basis
Explains linear independence, basis, and matrix rank with examples and exercises.
Strategies for Determinant Calculation
Covers strategies for calculating determinants and their geometric interpretation in various dimensions.