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DIGITAL NOTES ON DATA WAREHOUSING AND DATA …

DWDM-MRCET Page 1 DIGITAL NOTES ON data WAREHOUSING and data MINING III YEAR - II SEM (2018-19) DEPARTMENT OF INFORMATION TECHNOLOGY MALLA REDDY COLLEGE OF ENGINEERING & TECHNOLOGY (Autonomous Institution UGC, Govt. of India) (Affiliated to JNTUH, Hyderabad, Approved by AICTE - Accredited by NBA & NAAC A Grade - ISO 9001:2015 Certified) Maisammaguda, Dhulapally (Post Via. Hakimpet), Secunderabad 500100, Telangana State, INDIA. DWDM-MRCET Page 2 MALLA REDDY COLLEGE OF ENGINEERING & TECHNOLOGY DEPARTMENT OF INFORMATION TECHNOLOGY III Year B. Tech. IT II Sem L T/P/D C 5 -/- / - 4 (R15A0526) data WAREHOUSING and data MINING Objectives: Understand the fundamental processes, concepts and techniques of data mining and develop an appreciation for the inherent complexity of the data -mining task.

Mining systems, Data Mining Task Primitives, Integration of a Data Mining System with a Database or a Data Warehouse System, Major issues in Data Mining. Data Preprocessing: Need for Preprocessing the Data, Data Cleaning, Data Integration and Transformation, Data Reduction, Discretization and Concept Hierarchy Generation.

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