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CP3403 Data Mining Practice And Analysis

tag 0 Download 8 Pages / 1,893 Words tag 09-02-2021
  • Course Code: CP3403
  • University: James Cook University
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  • Country: Australia

Question:

Familiarise with some well-known data mining techniques in order to understand their working principles;

Apply data mining techniques to domain-specific datasets;

Review cutting-edge data mining techniques to gain good overview on current data mining technology;

Requirements

The whole task of this assignment consists of the following procedural steps.

Set up (by your imagination of a real-like business situation or by applying an actual analysis problem case) a scenario in which you are given a set of domain-specific dataset and asked to analyze the given dataset. The purpose of the analysis might be to understand (overview or learn about) the given data or to solve a specific analytical problem – depending on the scenario you made up.

Once you have your own domain-specific dataset chosen, you need to design your own data-mining analysis scheme. This analysis scheme can consist of multiple steps of procedures:

Set up a strategy for preprocessing on your data.

A series of preprocessing will be required and need to be designed carefully (considering what kind of processing will be required? How? Why?). You may include multiple different preprocessing schemes for the comparison analysis.

Set up a strategy for data-mining.

you need to select one data mining area (clustering, classification, association rules mining) of your choice and select AT LEAST ONE existing data mining algorithm in your chosen data mining area. For example, if you chose Clustering as your data mining area, you can apply two algorithms; DBSCAN and k-mean and compare the two results.  Alternatively you can design a combined algorithm which applies multiple algorithms from same/different data mining areas in a series. Your strategy also can be designed to apply different parameters for one algorithm.

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Total 8 pages

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My Assignment Help (2021) Data Mining Practice And Analysis [Online]. Available from: https://myassignmenthelp.com/free-samples/cp3403-data-mining-practice-and-analysis/evaluating-and-analyzing-clusters-in-data.html
[Accessed 02 December 2022].

My Assignment Help. 'Data Mining Practice And Analysis' (My Assignment Help, 2021) <https://myassignmenthelp.com/free-samples/cp3403-data-mining-practice-and-analysis/evaluating-and-analyzing-clusters-in-data.html> accessed 02 December 2022.

My Assignment Help. Data Mining Practice And Analysis [Internet]. My Assignment Help. 2021 [cited 02 December 2022]. Available from: https://myassignmenthelp.com/free-samples/cp3403-data-mining-practice-and-analysis/evaluating-and-analyzing-clusters-in-data.html.


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