IST 671 - Data Mining and Knowledge Discovery (3 credits)

This course covers the techniques to assess input data, quality of output as well as the principles and methodologies involved in the data mining. The course is designed to ensure the students have the ability to apply, analyze and evaluate different machine learning schemes and data mining algorithms. In addition, the construction of data-driven discovery and modeling of hidden patterns in large real-world data and text would be covered in this course. F, S, Su.