Eigenvectors, Principal Component, Dimensionality Reduction, Data Science, Unsupervised Learning.
vector x when multiplied by a scalar. This vector x is nothing but the Eigenvector and the scalar value is nothing but the Eigenvalue. Eigenvalue equation, Source: Creative Commons by Wikimedia This means we were able to represent the transformed matrix with the help of the Eigenvector. The number