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CP3403 - Data Mining
| Credit points: | 3 |
| Year: | 2021 |
| Student Contribution Band: | Band 2 |
| Administered by: | College of Science and Engineering |
Students will be introduced in this subject to fundamental data mining and big data concepts, technologies, and applications. Topics include data mining, data warehousing, big data analytics, data visualisation, pre-processing, clustering, classification and association rules mining. Students will gain hands-on experience with popular data mining tools and develop skills in practical data mining and big data analytics.
Learning Outcomes
- explain the notion of big data, information intelligence, data mining, data profiling, data cleaning and data integration and warehousing;
- analyse and apply data mining techniques and tools;
- examine the working principles of data mining and knowledge discovery in databases;
- relate intelligence informatics to data warehousing, big data and data mining;
- assess the potential benefits, risks, issues and challenges associated with big data and data mining.
Subject Assessment
- Written > Examination (centrally administered) - (40%) - Individual
- Written > Test/Quiz 1 - (20%) - Individual
- Oral > Presentation 1 - (10%) - Group
- Written > Project report - (30%) - Group.
| Prerequisites: | CP2403 AND CP2404 OR 6 CREDIT POINTS OF CP SUBJECTS AND 12 CREDIT POINTS OF SUBJECTS |
| Inadmissible Subject Combinations: |
CP3300 CP5634 |
Availabilities |
|
| Cairns, Study Period 1, Internal | |
| Census Date 25-Mar-2021 | |
| Coord/Lect: | Professor Ickjai Lee. |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
| JCU Brisbane, Study Period 21, Internal | |
| Census Date 11-Mar-2021 | |
| Coordinator: | Professor Ickjai Lee |
| Lecturer: | Dr Paul Darwen. |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
| JCU Brisbane, Study Period 22, Internal | |
| Census Date 24-Jun-2021 | |
| Coordinator: | Professor Ickjai Lee |
| Lecturer: | Dr Paul Darwen. |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
| JCU Brisbane, Study Period 23, Internal | |
| Census Date 07-Oct-2021 | |
| Coordinator: | Professor Ickjai Lee |
| Lecturer: | Dr Paul Darwen. |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
| JCU Singapore, Study Period 51, Internal | |
| Census Date 08-Apr-2021 | |
| Coordinator: | Professor Ickjai Lee |
| Lecturer: | Dr Eric Tham. |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
| JCU Singapore, Study Period 52, Internal | |
| Census Date 05-Aug-2021 | |
| Coordinator: | Professor Ickjai Lee |
| Lecturer: | Dr Eric Tham. |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
| Townsville, Study Period 1, Internal | |
| Census Date 25-Mar-2021 | |
| Coord/Lect: | Professor Ickjai Lee. |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
| Study Period 1, External | |
| Census Date 25-Mar-2021 | |
| Coordinator: | Professor Ickjai Lee |
| Workload expectations: |
The student workload for this 3 credit point subject is approximately 130 hours.
|
Note: Minor variations might occur due to the continuous Subject quality improvement process, and in case of minor variation(s) in assessment details, the Subject Outline represents the latest official information.