Machine Learning - Unsupervised Learning

Unsupervised learning: given a data set (x1, ... , xn) where x can be points in k dimensional space, or just some other type of data, the goal is to find patterns in the data. Some of the varying types of pattern determinations could be: - Clustering - Density estimation - Dimensionality reduction