Data Mining, Columbia University, Fall 2011

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Following is a list of our units, slides will be posted here, when available.

Unit	Title	Slides	HW
1	Intro to Data Mining	Topic 1-DMIntro.ppt	HW1.html Solution
2	EDA/Visualization Tools	Topic 2-EDAViz.ppt	HW2.html Solution
3	Data Mining Concepts	Topic3-DMConcepts
4	Regression	Topic4.1-RegressionZorych.pdf Topic4.2-RegressionVolinsky.ppt
5	Classification	Topic5.1-ClassificationMadigan.pdf Topic5.2-ClassificationVolinsky.ppt	HW3.html Solution
6	Clustering and Unsupervised Learning	Topic6-Clustering.ppt  Topic6.2-ClusteringExample.ppt
7	Text Mining	Topic7-TextMining.ppt
	Midterm	Sample Midterm Questions MidtermReview	Midterm Solutions R: Tree Code Class Data
8	Web Mining	Topic8-WebMining.ppt	HW4.html Solution
9	Advanced Classification: SVM and Neural Nets	Topic9-AdvancedClassfication.ppt	HW5.pdf Solution
10	Ensemble Methods	Topic10-EnsembleMethods.ppt
11	Bayesian Methods - Ken Shirley	Topic11-BayesianMethods.pdf
12	Reccomender Systems and the Netflix Prize	Topic12-Recommender Systems / Netflix Prize	HW6.html Solution
13	Social and other Networks	Topic13-Networks	ExtraCreditHW.html Extra Credit Solution
14	Class Presentations		Term Project Notes
15	Final Exam	Final Review	Final Answer Key

http://www2.research.att.com/~volinsky/DataMining/Columbia2011/Columbia2011.html

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关键词：Data Mining University Universit Columbia colum University requesting before Chris 2011

Good material. Thank you for sharing with us.

Thanks

thanks

楼主太厉害了

thank you very much

kankan

thx!!!!!!

什么东西
下来看看
谢谢分享

谢谢分享。