Eigenvectors, Eigenvalue, Data Science, Machine Learning, Matrix.
scalar, λ is called as Eigen value. Hence with these Eigen vectors a large dimensional matrix can be represented without much loss of information. We don’t have to calculate the Eigenvalues and Eigenvectors manually every time and there are algorithms to do so but understanding the inner workings