CSCI 5833 - Data Mining: Tools and Techniques

Credit Hours: 3 Lecture: 0 Lab: 1

Fee Type: Special
Fee ($): 40
Overview of the data mining process (e.g., CRISP-DM) including issues of data cleansing and data modeling. Characterization of data (structured, unstructured, time series). Examination of machine learners (neural networks, decision trees, genetic programs). Critique of various data mining tools regarding functionality and application. Assessment of data mining domains using financial, bioinformatics and web-based repositories.

Prerequisites: CSCI 2315 and CSCI 4333 CSCI 5333 recommended.