Data Science, Marketing, Data Analysis, Segmentation, Python.
Dimensionality reduction The k-means algorithm is both more effective and more efficient with a small number of dimensions, that is, the number of features used to predict the right cluster for each customer. To reduce dimensionality, I’ve used Principal Component Analysis (PCA) — a method which