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Contents of the course include the subjects such as basics of data mining in terms of statistical, machine learning and database. The course consists of three sections. The first section is about the basics of statistics and machine learning approach for data mining. In section two, basic data mining and algorithms for Online Analytical Processing, relationship rules and grouping will be covered. The third and last section of the course focuses on researches in areas such as text mining, association filter, link analysis. |