Machine Learning, Tutorial, Dimensionality Reduction, Deep Learning, Python.
PCA if the features were measured on different scales and we want to assign equal importance to all features. Before looking at the PCA algorithm for dimensionality reduction in more detail, let’s summarize the approach in a few simple steps: Standardize the d-dimensional dataset. Construct the