May 20, 2024

2023-2024 Undergraduate Catalog

CS 377 Advanced Data Mining

(4 Credits)
This course introduces advanced concepts and tasks, as well as state-of-the-art research and techniques, for data mining/knowledge discovery from big data. It focuses on helping students gain the necessary skills to both (1) perform data mining upon non-traditional sources of data (such as graphs/networks, images, videos, time series, etc), and (2) apply advanced data mining techniques for knowledge discovery. The methods learned in this course will serve students well in any future class, project, or job where they may have large datasets to analyze or manipulate.

Prerequisite: CS 203