Provides students with an exposition of the most recent methods for searching and analyzing high dimensional datasets. The class includes a project: students will design and implement a content-based music information retrieval, such as the ones used by Gracenote, Shazam, or Pandora. Restricted to graduate students. Prerequisites: Restricted to Graduate Students only.