Definition, Multi Dimensional Data Model, OLAP Operations, Warehousing Schema, Data Warehousing Architecture , Warehouse server , Metadata OLAP engine , Data Warehouse Backend Process .

Definition, KDD vs Data Mining, DBMS vs Data Mining, Data Mining Techniques, Issues in data mining, Challenges in data mining.

Introduction, Methods to discover association, Apriori Algorithm, Partition Algorithm, Pincer search algorithm, FP tree growth algorithm, Incremental algorithm, Border algorithm, Association rules with item constraints.

Introduction, clustering paradigms, Partitioning algorithm, K-medoid algorithms, CLARA, CLARANS, Hierarchical clustering, DBSCAN, BIRCH, CURE.

Introduction, Tree Construction Principle, Decision tree constructing algorithms, CART, ID3, C4.5, CHAID, Decision tree constructing with presorting,Introduction to web mining, web content mining, web structure mining, web usage mining, text mining.