Katson Data Mining, Data Warehousing and OLAP

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SKU
CLBKSKAS7472
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Content

Unit-I:

  • Data Mining
  • Data Processing
  • Data Reduction

Unit-II:

  • Data Mining Statistics
  • Association Rules

Unit-III:

  • Classification
  • Decision Trees
  • Bayesian Classification
  • Artificial Neural Networks
  • Genetic Algorithm
  • Clustering

Unit-IV:

  • Introduction to Data Warehousing
  • Data Warehousing : Concepts and Mechanisms
  • Building a Data Warehouse
  • Client Server Computing
  • Distributed and Parallel Processing
  • Mapping Data Warehouse to a Multiprocessor Architecture
  • Aggregation
  • OLAP
  • Business Competitive Analysis
  • Security

Unit-V: Advance Data mining

  • Web Mining
  • Visual Web Data Mining
  • Temporal and Spatial Data Mining
  • Appendices
  • References
  • Examination Paper


More Information
Product NameKatson Data Mining, Data Warehousing and OLAP
ISBN / Product Code9788189757472
AuthorGajendra Sharma
BindingPaperback
PublisherSK Kataria and Sons
Subject : College BooksEngineering, Computer Engineering
Bar Code8189757474
HSN Code4901
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