Introduction to Data Mining

Course content

Introduction to data mining .Data types. Classification Analysis: Rule Based, Nearest-Neighbour and Bayesian Classifiers, Support Vector Machines. Association Analysis: Rule Generation. Cluster Analysis: Center-based Clustering, Hiearchial , Density-based and Fuzzy Clustering. Cluster Validation, Anomaly Detection, Case studies.