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picture1_Data Mining Textbook Pdf 90763 | Lecture 1(a)


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File: Data Mining Textbook Pdf 90763 | Lecture 1(a)
introduction to data mining lijun zhang zlj nju edu cn http cs nju edu cn zlj outline overview introduction the data mining process the basic data types the major building ...

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     Introduction to 
     Data Mining
       Lijun Zhang
       zlj@nju.edu.cn
       http://cs.nju.edu.cn/zlj
     Outline
     Overview
     Introduction
     The Data Mining Process
     The Basic Data Types
     The Major Building Blocks
     Scalability and Streaming
     Application Scenarios
     Summary
     Mathematical Background
          Textbook
           Charu C. Aggarwal. Data Mining: The 
              Textbook. Springer, May 2015.
               http://www.charuaggarwal.net/Data-Mining.htm
                Distinguished Research Staff Member
                IBM T. J. Watson Research Center
      Textbook
       Charu C. Aggarwal. Data Mining: The 
        Textbook. Springer, May 2015.
         http://www.charuaggarwal.net/Data-Mining.htm
       Reference
         David Hand, Heikki Mannila and Padhraic Smyth. 
          Principles of Data Mining. The MIT Press, 2001.
         Jiawei Han, Micheline Kamber, and Jian Pei. Data 
          Mining: Concepts and Techniques. Morgan Kaufmann,  
          3 edition, 2011.
         Ian H. Witten,Eibe Frank,and Mark A. Hall. Data 
          Mining: Practical Machine Learning Tools and 
          Techniques. Morgan Kaufmann, 3 edition, 2011.
         Christopher Bishop. Pattern Recognition and Machine 
          Learning. Springer, 2007.
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...Introduction to data mining lijun zhang zlj nju edu cn http cs outline overview the process basic types major building blocks scalability and streaming application scenarios summary mathematical background textbook charu c aggarwal springer may www charuaggarwal net htm distinguished research staff member ibm t j watson center reference david hand heikki mannila padhraic smyth principles of mit press jiawei han micheline kamber jian pei concepts techniques morgan kaufmann edition ian h witteneibe frankand mark a hall practical machine learning tools christopher bishop pattern recognition...

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