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  • Data Mining

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    Data Mining?


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  • Basic information

  • Statistical classification

    the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known.

       

  • Start to play around with

  • Weko 3

    Open source, java, tools for data pre-processing, classification, regression, clustering, association rules, visualization

    University of Waikato

       

  • Basic concepts

  • University of Waikato

    Data Mining with Weka

    Principles of popular algorithms

       

  • Data Science For Business, What You Need to Know about Data Mining Non-fictional

    O'Reilly Media

    Foster Provost Tom Fawcett  


  • Intermediate Step

    Apply some learned concepts

  • Scikit-Learn Software libray

    Machine Learning library

       


  • Third level


    Intermediate level completed


    Congratulation
  • Information

    Facebook

    Statistical classification

    the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known.

       

    Machine Learning Statistics


  • Education

    Online Course

    University of Waikato

    Data Mining with Weka

    Principles of popular algorithms

       



  • Next level

  • Application

    Software

    Weko 3

    Open source, java, tools for data pre-processing, classification, regression, clustering, association rules, visualization

    University of Waikato

       


  • Application

    Other

    Scikit-Learn Software libray

    Machine Learning library

       

    Data Analysis Machine Learning


  • Education

    Literature

    Data Mining Concepts and Techniques Non-fictional

    Morgan Kaufmann Publishers

    Jiawei Han, Micheline Kamber, Jian Pei   

    Data Analysis Data Science



  • Next level

  • Education

    Literature

    Konwledge Discovery in Databases Techniken und Anwendungen Non-fictional

    Springer Verlag

    Martin Ester J?rg Sander  

    Data Analysis Data Science


  • Education

    Literature

    Data Science For Business, What You Need to Know about Data Mining Non-fictional

    O'Reilly Media

    Foster Provost Tom Fawcett  

    Data Analysis


  • Weko 3

    Open source, java, tools for data pre-processing, classification, regression, clustering, association rules, visualization

    Upvote

  • University of Waikato Data Mining with Weka

    Principles of popular algorithms

    Upvote

  • Scikit-Learn Software libray

    Machine Learning library

    Upvote

  • Information
  • Statistical classification Facebook

    the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known.

    Upvote

  • Application
  • Weko 3 Podcast

    Open source, java, tools for data pre-processing, classification, regression, clustering, association rules, visualization

    Upvote

  • Scikit-Learn Other

    Machine Learning library

    Upvote

  • Education
  • University of Waikato Data Mining with Weka Online Course

    Principles of popular algorithms

    Upvote

  • Data Mining Concepts and Techniques Literature

    Upvote

  • Konwledge Discovery in Databases Techniken und Anwendungen Literature

    Upvote

  • Data Science For Business, What You Need to Know about Data Mining Literature

    Upvote