Umap, Machine Learning, AI, Dimensionality Reduction.
In the ever-expanding world of data science, one of the fundamental challenges we face is the curse of dimensionality. This curse arises when datasets have a large number of features or variables, making them difficult to work with efficiently and often leading to poor model performance.