Clustering
Operations
Predictive Insights from Data Mining
Data Mining in Business
Data Mining Applications in Education
Data Mining for Predictive Maintenance
Data Mining for Analyzing Economic Trends
Data Mining in Healthcare: Opportunities
Data Architecture 
classification,
clustering) depend on the underlying data structure
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Operations 
Clustering Grouping similar data points together
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Predictive Insights from Data Mining 
Clustering: Grouping a set of objects in such a way that objects in the same group are more similar to each other than to those in other groups
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Data Mining in Business 
Sales forecasting, risk assessment
Clustering Grouping a set of objects in such a way that objects in the same group are more similar than those in other groups
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Data Mining Applications in Education 
Attendance Classification Predict likelihood of passing Demographics
Clustering Identify at-risk groups 2
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Data Mining for Predictive Maintenance 
Clustering: Groups similar maintenance records to identify common failure patterns
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Data Mining for Analyzing Economic Trends 
Clustering: Grouping a set of objects in such a way that objects in the same group are more similar than those in other groups
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Data Mining in Healthcare: Opportunities 
Clustering Grouping similar items in a dataset
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The Power of Predictive Insights 
Customer segmentation, fraud detection
Clustering Techniques Grouping data points based on similarity
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Data Mining Frameworks for Analysis 
Modeling Techniques: Various algorithms for classification, regression,
clustering, and association rule mining
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