Data Mining and Machine Learning

課號 922 U0140
授課教師 歐陽彥正 教授
E-Mail
yjoyang@csie.ntu.edu.tw
公告

成績公佈！

2002.12.08

2002.11.01

2002.9.24

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  1. Introduction [slides] (2002.9.24)
  2. Review of Statistics I [slides] (!!!2002.9.26[最新更動])
  3. Review of Statistics II [slides] (2002.10.3)
  4. Decesion Tree [slides] (2002.10.11)
  5. Decesion Rule [slides] (2002.11.07[最新更動])
  6. Naive Bayes and KNN [slides] (2002.10.18)
  7. Clustering I [slides] (2002.11.07[異動!])
  8. Clustering II [slides] (2002.11.07)
  9. Bioinformatics [slides] (2002.11.29)
  10. Handling of High-Dimensional Data Sets [slides] (2002.11.29)
  11. TextMining [slides] (2002.11.29)
  12. RBF [slides] (2002.12.12)
  13. Bayesian [slides] (2003.1.2[異動!])
  14. RBF_introduction [slides] (2003.1.3)
  15. BayesianII [slides] (2003.1.9)

 
參考書目
  1. Ian H. Witten, Eibe, Frank
    Data Mining: Proactical Machine Learning Tools and Techniques with Java Implementation
    Morgan Kaufmann Publishers

  2. Jiawei Hang, Micheline Kamber
    Data Mining: Concepts and Techniques
    Morgan Kaufmann Publishers

  3. Stuart J. Russel, Peter Norving
    Artificial Intelligence: A Moderm Approach
    Prentice Hall

助教 歐昱言
資訊系 系統實驗室 R405
23625336-405
校內分機：3232-405
Comments to : yien@csie.ntu.edu.tw