Data Science, Linear Algebra, Dimensionality Reduction, Math.
distance from the chosen axis) of the data in each principal component axis. The focus of this story Today’s focus is not to explain the intuitive meaning of PCA, but rather trying to understand the math behind the calculation of PCA. The content is mainly from Q&A discussions from the below links,