FIT3002 Applications of Data Mining

This unit will provide students with the motivation and the need for data mining, an understanding of the major components of the data mining process, the basic principles of various methods and operations for data mining, knowledge of key and emerging application areas, case studies to bridge the connection between hands-on experience and real-world applications, practical skills in solving data mining problems, and expose students to the current major research issues in this area.

Teaching

• Lectures
• Laboratory sessions
• Seminars
• Group discussion

Assessment

• Assignments 40%
• 3-hour examination 60%

Prerequisites

Prerequisites

FIT1004

Corequisites

None

Prohibitions

None