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. Unit-V: • Aggregation • OLAP • Business Competitive Analysis • Security.Unit-VI: Advanced Data Mining • Web Mining • Visual Web Data Mining • Temporal and Spatial Data Mining • Appendices • References • Examination Paper • Index.
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