Machine Learning & Training

What Is UMAP?

UMAP, or uniform manifold approximation and projection, is a nonlinear dimensionality reduction technique used for visualization and analysis. It projects high-dimensional data into a lower-dimensional space while aiming to preserve both local and some global structure. It is often faster than t-SNE on large datasets.