CNG514 DATA MINING
| Course Code: | 3550514 |
| METU Credit (Theoretical-Laboratory hours/week): | 3 (3.00 - 0.00) |
| ECTS Credit: | 8.0 |
| Department: | Computer Engineering |
| Language of Instruction: | English |
| Level of Study: | Masters |
| Course Coordinator: | Prof.Dr. YELİZ YEŞİLADA |
| Offered Semester: | Fall and Spring Semesters. |
Course Objectives
The objectives of this course are as follows:
- to learn basic data mining techniques
- to apply the data mining techniques for a given problem
- to understand basics of data preprocessing
- to learn the concepts in data warehousing
- to learn about specific techniques for domins including web mining, social networks and recommender systems
Course Content
For course details, see https://catalog2.metu.edu.tr.Course Learning Outcomes
At the end of this course, students will be able to:
- understand, the fundamental data mining techniques and apply them for a given problem
- understand basics of data preprocessing
- understand the fundamentals of datawarehousing
- have knowledge about specific techniques for domains including web mining, social networks and recommender systems
- Compare and assess data mining techniques and determine appropriate technique for a given problem