Data mining is the process of discovering interesting knowledge from large amounts of data stored either in database, data warehouses, or other information repositories. Through the study in this class, we mainly make students master the basic concept of data mining, correlative techniques, and their applications.
The main content of this class are as follows: (1) The basic concept of data mining, function of data mining, and their application. (2)data preparation including the dealing with missing value, data cleaning, data reduction etc.. (3) some different kinds of data mining methods, which can resolve different problems, There are concept description, association rules analysis, classification & regression, and clustering. (4)Pattern evaluation and analysis. (5) The test example of those data mining methods.