Umap, Machine Learning, AI, Dimensionality Reduction.
Note how the scale and information is reduced too when comparing the 2 plots Factor Analysis — Latent Variables: FA focuses on uncovering the latent factors that explain the observed correlations among variables. In PCA, the principal components are orthogonal and uncorrelated, and their