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Data Mining (UnderGraduate Course)
Book
- Galit Shmueli, Nitin Patel & Peter Bruce, "Data Mining for Business Intelligence", Wiley, 2nd Edition, 2010.
- Mehmed Kantardzic, "Data mining: concepts, models, methods, and algorithms", IEEE, 2002.
- Ian H. Witten, Eibe Frank & Mark A. Hall, "Data Mining: Practical Machine Learning Tools and Techniques", Elsevier, 3rd Edition, 2011.
Useful Links and Resources
Mailing Lists
Fall 2011:
Click to join DM IT 2011 @ UI
for homeworks, exercises, projects and news!
Tools: XLMiner, Weka, RapidMiner
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TAs
Fall 2011: Mr. Amin Khalafvand
Gradings
Fall 2011:
Class Participation: 5%
Homeworks, Quizes: 15%
Projects: 30%
Mid Term (Test & Exam): 20%
Final (Test & Exam): 30%
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