Machine Learning, Unsupervised Learning, Data Science, Artificial Intelligence, Clustering.
(typically fewer than 5). 2. Dimensionality Reduction: If clustering attempts to find clusters of observations (e.g. rows in a data frame) in data then dimension reduction techniques attempt to find groupings of variables (e.g. columns in a data frame). The goal of dimensionality reduction is to