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DATA AND TEXT MINING COURSE IDENTIFICATION AND APPLICATION INFORMATION

Code Name of the Course Unit Semester In-Class Hours (T+P) Credit ECTS Credit
YBS208 DATA AND TEXT MINING 4 3 3 6

Objectives and Contents

Objectives: This course aims to introduce and promote the use of data mining. This course aims to gain the ability to analyze large-scale databases.
Content: 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.