Dimensionality Reduction, Eigenvectors, Eigenvalue, Data Science, Machine Learning.
where, I is Identity matrix. which is, Thus, above equation denotes the characteristic polynomial of A and value of t are its roots. Now let’s relate above works with the core idea of this article, it is — Eigenvalues are simply the roots of a characteristic polynomial of the matrix where