CSC 4220 (5220)

Data Mining and Machine Learning

Introduction to basic machine learning concepts, as well as practical advice on applying machine learning tools and techniques in real-world data mining situations, including preparing inputs, interpreting outputs, evaluating results, and the core algorithmic methods for successful data mining. The course will also introduce students to the latest advances in the field, including data transformations, ensemble learning, massive data sets, and multi-instance learning, with an application towards the leading edge of contemporary research.

Units: 3.0

Hours: Lec. 3.