Linear Algebra
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Linear Algebra

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1. Linear Equation and Linear System
span
Independence
Transformation
πŸ›£οΈ
1. Linear Equation and Linear System
span
Independence
Transformation
πŸ‘ž
2. Least Squares Problem
Least Squares
Gram-Schmidt
QR-decomposition
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2. Least Squares Problem
Least Squares
Gram-Schmidt
QR-decomposition
πŸš“
3. Eigenvalue Decomposition
Eigenvector
Eigenvalue
Diagonalization
EVD
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3. Eigenvalue Decomposition
Eigenvector
Eigenvalue
Diagonalization
EVD
β›„
4. Preliminaries for SVD
SVD
Multiplicity
Spectral Theorem
Quadratic Form
β›„
4. Preliminaries for SVD
SVD
Multiplicity
Spectral Theorem
Quadratic Form
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5. Singular Value Decomposition
SVD
orthogonally diagonalizable
s.p.d
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5. Singular Value Decomposition
SVD
orthogonally diagonalizable
s.p.d