Umap, Machine Learning, AI, Dimensionality Reduction.
Matrix Factorization have been the go-to choices for dimensionality reduction. However, these linear techniques have limitations, especially when dealing with complex, non-linear relationships in the data. This article explores the world of dimensionality reduction, shedding light on both linear