Nov 09, 2024  
2024 - 2025 Champlain College Graduate Catalog 
    
2024 - 2025 Champlain College Graduate Catalog
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DATA 510 - Data Analysis and Mining


In this course students learn about data types and how to perform pre-processing activities including cleaning, integration, reduction, and transformation. Use of appropriate techniques to analyze and model data, such as classification, decision trees, association rules, and clustering, and the causes and methods of detecting outliers are also covered. Students propose additional applications for data mining based on current trends/research.
Prerequisites CMIT-510 Scripting for Data Science
Credit(s): 3



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