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Data Mining

Course code:	081202B03
To:	M.Sc. students of Department of Computer Science & Technology, Nanjing University
Number of students:	100
Classroom:	Rm 3-204, Yifu Building
Class time:	10:10 - 12:00, Wednesday
Textbook:	J. Han and M. Kamber. Data Mining: Concepts and Techniques, 2nd edition, Morgan Kaufmann, 2006.
	1st edition, 2000 ;  a review of the 1st edition; erratum to the 1st edition
Main reference books:	[1] P.-N. Tan, M. Steinbach, V. Kumar. Introduction to Data Mining, Addison-Wesley, 2006.
	[2] I. H. Witten and E. Frank. Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations, 2nd edition, Morgan Kaufmann, 2005. 1st edition, 2000
	[3] D. Hand, H. Mannila, and P. Smyth. Principles of Data Mining, MIT Press, 2001.
Teaching Assistant:	Yu-Feng Li
Grading:	Final exam (50%) + assignment1 (25%) + assignment2 (25%)

[Chapter1 ] [Chapter2] [Chapter 3] [Chapter 4] [Chapter 5] [Chapter 6]

  Note: The "Chapters" are slightly different from those in the textbook. The slides of each chapter will be put here after the chapter is finished

Chapter 1	Introduction
	Reading materials
Chapter 2	Data Cube and OLAP
	Reading materials
Chapter 3	Data Preprocessing
	Reading materials
Chapter 4	Association
	Reading materials
Chapter 5	Classification and Regression
	Reading materials
Chapter 6	Clustering
	Reading materials
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Assignment 1	Deadline: 20:00, Oct.29 (Wednesday), 2008
Assignment 2	Deadline: 20:00, Nov.26 (Wednesday), 2008
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    Data mining courses at:

If you know some link that can be added (the contents should be in English; currently this list does not include machine learning courses), please let me know.

• Arizona State University, USA
• Australian National University, Australia
• Bilkent University, Turkey
• Carnegie Mellon University, USA
• Central Connecticut State University, USA
• Central Washington University, USA
• City University of London, UK
• Cornell University, USA
• Depaul University, USA
• Hong Kong University of Science and Technology, China
• Illinois State University, USA
• Indian Institute of Technology - Bombay, Indian
• Massachusetts Institute of Technology, USA
• McMaster University, Canada
• Nanjing University, China
• Nanjing University of Aeronautics and Astronautics, China
• New York University, USA
• Purdue University, USA
• Rensselaer Polytechnic Institute, USA
• Standford University, USA
• University of Alberta, Canada
• University of California at Berkeley, USA
• University of Helsinki, Finland
• University of Illinois at Chicago, USA
• University of Illinois at Urbana-Champaign, USA
• University of Massachusetts at Amherst, USA
• University of Texas at Austin (1)(2), USA
• University of Toronto, Canada
• University of Washington, USA
• Uppsala University, Sweden
• Virginia Polytechnic Institute and State University (VirginiaTech), USA
• Wright State University, USA

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