CENG414 INTRODUCTION TO DATA MINING
| Course Code: |
5710414 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
| ECTS Credit: |
6.0 |
| Department: |
Computer Engineering |
| Language of Instruction: |
English |
| Level of Study: |
Undergraduate |
| Course Coordinator: |
Lecturer Dr. AYÞENUR BÝRTÜRK |
| Offered Semester: |
Fall Semesters. |
| Prerequisite: |
Set 1: 2360260
, 5710222 |
| The course set above should be completed before taking
CENG414 INTRODUCTION TO DATA MINING. |
Course Content
Concepts of data mining. Data preprocessing. Data warehousing and OLAP for data mining. Association. correlation. and frequent pattern analysis. Classification. Cluster and outlier analysis. Mining time-series and sequence data. Text mining and web mining. Visual data mining. Industry efforts and social impacts. Applications of data mining.
