Eigendecomposition, Eigenvectors, Eigenvalues, Positive definite, Negative definite,

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0:00 - Eigendecomposition, Eigenvectors, Eigenvalues definitions
0:24 - Eigenvectors and Eigenvalues Example
0:41 - Eigendecomposition of a matrix formula
1:05 - Positive definite and semidefinite, Negative definite and semidefinite matrices

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do i need to read the book?
i'm asking coz i have it and there are lot of elaboration in the book.
so i'm asking is watching videos sufficient enough?

mdsifath