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DATA MINING COURSE IDENTIFICATION AND APPLICATION INFORMATION

Code Name of the Course Unit Semester In-Class Hours (T+P) Credit ECTS Credit
YEM406 DATA MINING 8 3 3 8

Objectives and Contents

Objectives: This course aims to teach the students Data Mining Concepts, Data Preparation Techniques, Statistical Learning Theory (Naive Bayes), Clustering Methods (K-Means, hierarchical), Decision Trees and Decision Rules, Association Rules under the new media environment and the acquis.
Content: Contents of the course include the subjects such as finding and discovering useful information in the new media environment in accordance with the purpose of data mining, describing the current situation using the information discovered and predicting future occurrences.