Advanced Data Mining (CMPE 566) Course Details

Course Name: Advanced Data Mining
Code: CMPE 566
Pre-requisite Course(s):
Objective: To develop an understanding of basic data mining concepts ,the strengths and limitations of popular data mining techniques, and to be able to identify promising business applications of data mining.
Content: Introduction to data mining, concepts, attributes and instance, data processing (cleaning, integration and reduction), data warehousing and online analytical processing (OLAP), data mining algorithms, credibility, advanced pattern mining, classification, engineering the input and output, data mining software and applications.
Term: Autumn
Theory: 3
Application: 0
Laboratory: 0
Credit: 3
ECTS Course File: Course File
Course File: