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Vectors, Symmetric Matrices, Positive Definite Matrices, Diagonalizing a Matrix, Spectral Theorem. ❖ Other Decompositions : Singular Value Decomposition (SVD), LU Decomposition and Solving Linear Equations, Cholesky Decomposition, QR Decomposition … Resources : ➡ Essence of Linear Algebra —