Data Science, Linear Algebra, Dimensionality Reduction, Math.
the following. That’s it! Easy! Wait a minute… Yeah, calculating PCA or implementing PCA yourself is not that hard. But I was always wondering how does: “Maximizing variance along the principal components” corresponds to “Performing eigendecomposition of the covariance matrix” Apparently, there are