Eigenvectors, Principal Component, Dimensionality Reduction, Data Science, Unsupervised Learning.
mapping, We observe that the red arrow changes direction, but the blue arrow does not. Hence, The blue arrow is an eigenvector of this shear mapping. One of the key concepts of Eigenvectors is, It states that The linear transformation of a n*n matrix A by a non-zero vector x will be equal to the