Visualizing Dimensionality Reduction

Using UMAP for Dimensionality Reduction

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Dimensionality reduction is one of the most important aspects while we are dealing with the large dataset because it helps in transforming data into a lower dimension so that we could identify some of the important features and their properties. It is used generally to avoid the curse of dimensionality which arises while analyzing…