CSC 4220 - Data Mining and Machine Learning

Lec. 3. Credit 3.
Prerequisite: C or better in CSC 2400 and CSC 3220. Introduction to a solid grounding in 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 algorithmic methods at the heart of successful data mining. Students will also be introduced to the latest advances in the field, including data transformations, ensemble learning, massive data sets, multi-instance learning, with an application towards the leading edge of contemporary research.

View the Spring 2023 Schedule of Classes

Add to Portfolio (opens a new window)