Download EGIT563- Data Mining Wk01- Introduction to Data Mining

EGIT563- Data Mining
Individual Project Specification
Sotarat Thammaboosadee, Ph.D.
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Data Mining Project
 Individual Project.
 Submit report in pdf via email.
 [email protected]
 Before 6 May 2017
 Email subject: project-59xxxxx
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Topics
 Problems
 Source of Data
 Data Mining Tasks
 Data Mining Process
 Business understanding
 Data understanding
 Data preprocessing
 Model building
 Model Evaluation
 Deployment
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Problems
 What are the motivations to apply data mining with your
data?
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Source of Data
 Any data sources
 But if you take more concentration for this stage, it may be a
part of your thesis/thematic paper.
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Data Mining Tasks
 Classification
 What?
 Clustering
 Why?
 Association
 Why?
 Etc….
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Business Understanding
 Provide some paragraph to introduce your work.
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Presentation
 Please provide one or more flow chart of your data mining
process.
 You may capture the rapidminer workflow
 Please rename each box in a meaningful name
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Data Understanding
 Type of each attributes
 Example data set
 Meaning?
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Data preprocessing
 More than one method
 State the reason why you choose them.
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Model building
 More than one algorithm
 Maybe several algorithm in one model, depend on your
design
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Model Evaluation
 Compare between each preprocessing method and each
algorithm
 Conclude the best model
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Deployment
 What do you obtain from the selected models?
 Knowledge
 Application
 Policy
 Etc…
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