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Related lectures (28)
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LU Decomposition Algorithm
Covers the LU decomposition algorithm, transforming a matrix into L and U.
Elementary Matrices and Matrix Operations
Covers elementary matrices, their types, properties, and invertibility.
Matrix Inversibility: Determining and Calculating
Covers matrix invertibility, determining if a matrix is invertible, calculating its inverse, and elementary matrices.
Linear Algebra: Singular Value Decomposition
Delves into singular value decomposition and its applications in linear algebra.
Linear Regression Testing
Explores least squares in linear regression, hypothesis testing, outliers, and model assumptions.
Ring Structure: Polynomials and Coefficients
Covers the ring structure, focusing on polynomials and coefficients, including associativity, distributivity, and the product of rings.
Singular Value Decomposition
Covers the Singular Value Decomposition theorem and its applications in practice.
Elementary Matrices and Inverses
Covers elementary matrices, their properties, and the algorithm to find the inverse of a matrix.