Clustering
Data Mining for Identifying Business Opportunities
Data Mining for Exploring Consumer Preferences
Solutions
Best Practices for Data Mining Projects
Data Mining for Service Improvement
Data Mining Skills Development
Data Mining in Transportation
Analyzing Patterns with Predictive Tools 
Clustering: Grouping similar data points together to identify patterns and relationships
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Data Mining for Identifying Business Opportunities Clustering The task of grouping a set of objects in such a way that objects in the same group (cluster) are more similar than those in other groups
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Data Mining for Exploring Consumer Preferences 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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Solutions Clustering, classification, association rule mining SQL Databases Structured query language databases for data management
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Best Practices for Data Mining Projects Sales forecasting, risk assessment
Clustering Groups similar items together
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Data Mining for Service Improvement 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 Skills Development Apache Mahout: A library for scalable machine learning algorithms, particularly for
clustering and classification
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Data Mining in Transportation transportation sector, including: Technique Description Application
Clustering Grouping similar data points together Identifying traffic patterns Classification Assigning data to predefined categories
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Predictive Analytics Clustering: Grouping similar data points to identify patterns and insights
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Data Mining and Change Management 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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