CSCI 4030U – Big Data Analytics

This course covers advanced topics in data process and analytics with special emphasis on Big Data. Topics of the course will include, but are not limited to, indexing structures for fast information retrieval, query processing algorithms, distributed storage and processing, scalable machine learning and statistical techniques, and trends of modern very large scale data systems. Students will gain understanding on the theoretical foundation and practical design principles of modern Big Data processing systems.
Credit hours: 3
Lecture hours: 3
Laboratory hours: 1.5
Prerequisite(s): STAT 2010U and CSCI 3030U
Experiential learning: Yes