INFQ 7342 - Information Quality Tools and Industry Landscape

Three hours lecture. Three credit hours.

This course teaches data quality analytics and data quality mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language text. Specific course topics include how data quality, data profiling, and entity resolution can be improved by applying techniques like pattern discovery, clustering, text retrieval, text mining and analytics, and data visualization using a variety of open source tools.