Machine Learning, Python, Towards Data Science, Dimensionality Reduction, Data Visualization.
pros and cons. So Eigen decomposition and SVD are both ways to decompose matrices, lets see how they help us in PCA and how they are connected. Take a glance at the flow chart below and I will explain right after. Figure 1 PCA workflow So why should you care about this? Well there is something very