Statistical Data Mining Tutorials - The Diigo Meta page

• 13 Sep 09
  

  J B

  data mining tutorial

• 07 Jul 09
  

  Swarna Srinivasan

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  • The following links point to a set of tutorials on many aspects of
    statistical data mining, including the foundations of probability, the
    foundations of statistical data analysis, and most of the classic machine
    learning and data mining algorithms.
    

    These include classification algorithms such as decision trees, neural nets,
    Bayesian classifiers, Support Vector Machines and cased-based (aka
    non-parametric) learning. They include regression algorithms such as
    multivariate polynomial regression, MARS, Locally Weighted Regression, GMDH and
    neural nets. And they include other data mining operations such as clustering
    (mixture models, k-means and hierarchical), Bayesian networks and Reinforcement
    Learning.

• 21 Mar 09
  

  Chris Smith

  lots of AI algorithms from neural networks to genetic algorithms to minmax alpha beta pruning, etc

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• 18 Mar 09
  

  Jason Nelson

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• 13 Jan 09
  

  quekshuy Quek

  data mining tutorial statistics

• 16 Nov 08
  

  Doug Y'barbo

  ***** ML Statistics Probability Explanation Survey

• 27 Oct 08
  

  elishowk

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• 04 Sep 08
  

  Sacha Arozarena

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• 06 Jun 08
  

  Akhilesh Mallik
• 23 Mar 08
  

  gabriele Domenichini

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• 20 Mar 08
  

  Chris Long

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• 06 Dec 07
  

  Esmail Yazdanpour

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• 03 Dec 07
  

  Sander van Zoest

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• 30 Nov 07
  

  Bruno Martins

  The following links point to a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms.

  algorithms data datamining machinelearning probability statistics tutorial tutorials

• 29 Nov 07
  

  Olifante *

  "The following links point to a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms."

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• 26 Nov 07
  

  Joerg Kurt Wegner

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• 

  voidfiles

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  venkatcc

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• 25 Nov 07
  

  Robert Talbert

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• 

  aj

  statistics machine_learning datamining reference tutorial academia research

• 

  tsuyoshi inoue

  統計的データマイニングについて、隠れマルコフ連鎖など、いろいろな話題について書いてある。必要になったら思い出すこと。

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• 

  David Hallowell

  statistics

• 

  Joel Liu

  algorithms datamining recommendation

• 

  Valério Wittler

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• 24 Mar 07
  

  NerdOwl Mr

  statistics tutorial probability

• 18 Nov 06
  

  Alex Ko

  imported

• 24 Aug 06
  

  toxi

  ai algorithm data datamining network neural readme research search tutorial

• 09 Jul 06
  

  craig hancock

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• 08 Jul 06
  

  Peter Lai

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• 03 Jul 06
  

  Bin Li

  algorithms datamining tutorials

• 14 Jun 06
  

  Andrea Borruso

  datamining statistics tutorials

• 23 May 06
  

  YIQUN HU

  learning mining statistics tutorial

• 26 Oct 05
  

  Sean McBride
• 26 Sep 05
  

  Chris Sterritt

  datamining probability statistics tutorial machinelearning

Page Comments

• 
  Bin Li on 2006-07-03
  Tutorial Slides by Andrew Moore
  
  The following links point to a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning
• 
  toxi on 2006-08-24
  set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms

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