Data Mining (ILV)

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Course numberM-SIM2.07
Course codeDataMi
Curriculum2011
Semester of degree program Semester 2
Mode of delivery Presencecourse
SPPW4,0
ECTS credits5,0
Language of instruction English

Students know the theory and practice of discovering patterns hidden in large data sets.

Contents of the course:



Introduction to data mining

Different technologies of data mining

Data objects and visualization

Measuring data similarity

Data processing

Data Warehousing

Data Cube technologies

Cluster Analysis

Programming techniques

Jiawei Han , Micheline Kamber, Jian Pei, Data Mining: Concepts and Techniques, Morgan Kaufmann; 3 edition, 2011

Ian H. Witten, Eibe Frank, Mark A. Hall, Data Mining: Practical Machine Learning Tools and Techniques, Morgan Kaufmann; 3 edition, 2011