Academic Catalog

CENG414 SPECIAL TOPICS IN CENG: 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. AYE NUR BRTRK
Offered Semester: Fall Semesters.
Prerequisite: Set 1: 2360260 | 5710222
The course set above should be completed before taking CENG414 SPECIAL TOPICS IN CENG: 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.