CAS 764 / Advance Topics in Data Management

3 unit(s)

F. Chiang

This course introduces advanced topics in data design, and techniques for managing inconsistent data for improved search and data analysis. Topics covered include data design principles, constraints, normalization, entity resolution, statistical data measures, and information theory. We introduce algorithms for repairing inconsistencies in the data, and for answering queries in the presence of these inconsistencies.