Eigenvectors, Principal Component, Dimensionality Reduction, Data Science, Unsupervised Learning.
of Eigenvectors we can expect for a n*n matrix will be n. This concept becomes extremely powerful when dealing with high-dimensional data. In simple words, When you transform a matrix by a vector and if the transformed vector is just the scaled version of the original one with no change in