Machine Learning, Dimensionality Reduction, Eigenvectors, Algorithms, Mathematics.
just think about it! If our original data exists in a p-dimensional space and we transform it using p vectors, we’re not reducing or losing any information in the transformed space! So when we reconstruct it, we will get a perfect reconstruction. I hope this gave you a basic idea of how the