Data Mining

CP3403 - Data Mining

This subject focuses on advanced data mining techniques for intelligence informatics. It provides an in-depth coverage of the need for big data analysis, data warehousing, big data analytics, predictive methods, scalability considerations, data visualisation, and data mining techniques. Students will gain hands-on experience with various data mining tools and embedding data mining in intelligent informatics solutions.

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112404 Master of Information Technology - Master of Business Administration, 113504 Master of Information Technology, 118304 Master of Engineering (Professional), 50311 Graduate Certificate of Information Technology, 50306 Graduate Diploma of Information Technology [Exit Only], 114206 Graduate Diploma of Research Methods

112404 Master of Information Technology - Master of Business Administration, 113504 Master of Information Technology, 118304 Master of Engineering (Professional), 50311 Graduate Certificate of Information Technology, 50306 Graduate Diploma of Information Technology [Exit Only], 114206 Graduate Diploma of Research Methods Offerings: All

[Anti-requisite] CP3300 CP3403 CP5605

[Anti-requisite] CP3300 CP3403 CP5605 Offerings: All

CP5634 - Data Mining

Explore and analyse data mining patterns for intelligence informatics

Identify and critically evaluate data mining techniques and tools

Compare and evaluate appropriate techniques for clustering, classification and association rules mining

Assess the potential benefits, risks, issues and challenges associated with big data and data mining