Data Mining

1. Discuss in detail the following data mining tasks. For each task, make sure to discuss what the task does, three real-life applications, and three algorithms.   (Your answer goes in the answer sheet and MUST be at least one and a half pages, single spacing). 

A. Association rules

B. Classification 

C. Clustering

D. Anomaly Detection

2. In your own words, discuss the Hierarchical clustering, its types and 3 real-life applications (Your answer goes in the answer sheet and MUST be at least half a page, single spacing)