CAP 5780 - Advanced Data Center Design, Large Data Sets, and Complex Issues in Data and Text Mining

Credits: 3

Prerequisites: CAP 4763 - Time Series Modeling and Forecasting, MAD 2104 - Discrete Mathematics, COP 2271C - Introduction to Computation and Programming, At least one Database course, CAP 4770 - Data Mining & Text Mining, CAP 3774 - Data Warehousing
Course Description: Application of analytical tools for solving complex and multifaceted problems requiring interdisciplinary solutions. This course focuses on data center design for complex and extremely large information sets, as well as extracting electronic documents and mining information from text, including scalable supervised and unsupervised machine learning methods and visualization.