Courses
COMP7650 Data Mining and Knowledge Discovery (3 units)
- Prerequisite:
- Basic knowledge in database concepts, probability and statistics
- Medium of Instruction:
- English
This course aims to introduce fundamental issues of knowledge discovery and the common data mining techniques including statistical methods, machine learning methods, and efficient algorithms. In addition, advanced topics such as graph mining and social network analysis will also be covered. Furthermore, their potential applications to a variety of areas such as business, finance, medicine, and so forth, are shown via some case studies.