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Related lectures (29)
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Diagonalization Techniques: Jacobi Method
Covers the Jacobi method, Givens rotation, QR decomposition, and diagonalization techniques in computational physics.
Linear Algebra: Orthogonal Projection and QR Factorization
Explores Gram-Schmidt process, orthogonal projection, QR factorization, and least squares solutions for linear systems.
Diagonalization Techniques: Jacobi Method
Explores the Jacobi method and diagonalization techniques, including similarity transformation, power methods, and QR decomposition.
QR Factorization: Orthogonal Bases
Covers the QR factorization of a matrix A into Q and R.
LU Decomposition Algorithm
Covers the LU decomposition algorithm, transforming a matrix into L and U.
Singular Value Decomposition: Fundamentals
Covers the fundamentals of Singular Value Decomposition, including properties, applications, and error measurement.
Matrix Decomposition: QR Factorization
Introduces QR factorization for matrix decomposition, emphasizing its importance in various applications and the implications of a well-chosen model.
Singular Value Decomposition: Orthogonal Vectors and Matrix Decomposition
Explains Singular Value Decomposition, focusing on orthogonal vectors and matrix decomposition.
Singular Value Decomposition: Example
Explains the step-by-step process of finding the singular value decomposition of a matrix.
SVD: Singular Value Decomposition
Covers the concept of Singular Value Decomposition (SVD) for compressing information in matrices and images.