ITCS 6345 - Modern Data Science Systems

Advanced and recent techniques in data science, and their applications to business problems. Topics include: enterprise search and question answering, machine learning with neural networks, probabilistic and graph algorithms, and topological data analysis.  Most assignments are done “in the cloud.”  The course assumes basic knowledge of data science exemplified by a graduate, undergraduate, or online machine learning course; a natural language processing course; as well as knowledge of elementary linear algebra, calculus, and statistics.  Some experience with cloud computing is also expected.

Credit Hours: (3)
Prerequisite(s): DSBA 6100  or ITCS 6100  
Cross-listed Course(s): DSBA 6345  

Schedule of Classes