Umap, Machine Learning, AI, Dimensionality Reduction.
is the first principal component, the one with the second-highest eigenvalue is the second principal component, and so on. Typically, you choose a subset of these principal components to reduce the dimensionality of your data. Projection. The last step uses the newly found Principal components to