To understand matrix decomposition we’ll have to first understand eigenvalues(referred to as lambdas here on) and eigenvectors. And even before comprehending the intuition behind lambdas and eigenvectors we’ll first need to uncover the purpose behind using matrix and vectors in linear algebra.

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