Course overview
This course will introduce major data and web mining techniques, advanced applications, and new developments. To develop knowledge and skills to discover useful information from data effectively. Introduction to data mining and data mining processes; basic data mining techniques: data pre-processing, association mining, classification, and clustering; advanced applications: textual data mining, and web mining; data mining software tools and using a software tool to solve some simple real world data mining problems.
Course learning outcomes
- Appropriately classify and develop data mining problems.
- Understand key data and Web mining methods.
- Apply appropriate data mining methods to applications.
- Appraise various data mining techniques by their efficiency and effectiveness.
Availability
Class details
Mawson Lakes
Class number 23105
Section LE01
Size 100
Available 100
Class number 23106
Section PR01
Size 20
Available 20
Class number 23107
Section PR02
Size 20
Available 20
Class number 23108
Section PR03
Size 20
Available 20
Class number 23109
Section PR04
Size 20
Available 20
Class number 23110
Section PR05
Size 20
Available 20
Adelaide City Campus East
Class number 22488
Section LE01
Size 150
Available 150
Class number 22489
Section PR01
Size 30
Available 30
Class number 22491
Section PR03
Size 30
Available 30
Class number 22492
Section PR04
Size 30
Available 30
Class number 22493
Section PR05
Size 30
Available 30
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