CAP 5781 - Complex Modeling, Forecasting Techniques and Web Analytics

Credits: 3

Prerequisites: COP 3729C - Database 2 and CAP 4770 - Data Mining & Text Mining and CAP 3774 - Data Warehousing and MAD 2104 - Discrete Mathematics
Course Description: Applying Big Data analysis techniques to the complexities of emergent and predictive analytics such as marketing issues, financial reporting, and stock market trading schemes. Advanced application of knowledge discovery, CRM systems, and modeling for trends and predictions are covered. Emphasis on mathematical methods such as deterministic and probabilistic operations research models for decision problems. Complex applications of web analytics are also covered.