Course Information

Course Name	Turkish	Veri Madenciliği
	English	Data Mining
Course Code	YZV 312E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	5	3	3	-	-
Course Language		English
Course Coordinator		Şule Öğüdücü
Course Objectives		Learning data mining techniques and concepts Analysis of application domain and choose appropriate data mining technique Design and implement data mining models Interpret the model results
Course Description		Data mining and knowledge discovery, Data cleaning and preprocessing methods, classification methods, Clustering methods, Association rules, Text mining, model evaluation
Course Outcomes		Ability to prepare data for data mining applications Ability to choose appropriate data mining algorithm Ability to understand the theoretical foundations and workings of different data mining methods Ability to evaluate and interpret the results of different models Ability to analyse current problems and modify a data mining method to solve a new problem
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Required Facilities
Other
Textbook
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