Subject Details
Dept     : IT
Sem      : 5
Regul    : 2019
Faculty : Prof.T. R. lekhaa
phone  : NIL
E-mail  : lekhaa86@gmail.com
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Lecture Notes

UNIT 1:
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Components of Data Warehouse
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Building a Data Warehouse
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Mapping Data Warehouse
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DBMS Schemas for Decision Support
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Data Extraction, Cleanup, and Transformation Tools
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Metadata
UNIT 2:
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Reporting and Query tools and Applications
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Online Analytical Processing (OLAP)
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OLAP Guidelines
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OLAP – Categories of Tools
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OLAP Tools and the Internet
UNIT 3:
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Types of data
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Introduction to Data Mining
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Interestingness of patterns
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DM functionalities
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Datamining Task primitives
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Integration of DM
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Issues
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Data Preprocessing
UNIT 4:
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association based classification
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kinds of association mining
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constrain based
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bayes classification
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classification
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classification by backprobagation
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classification

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