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Data Mining Training

Posted by admin - 01/09/09 at 05:09 am
Data mining is sorting through data to identify patterns and establish relationships. Data mining techniques are used in a many research areas, including mathematics, cybernetics, genetics and marketing. Web mining, a type of data mining used in customer relationship management (CRM), takes advantage of the huge amount of information gathered by a Web site to look for patterns in user behavior.
  • The Knowledge Discovery Process
  • Data Preparation
  • Basic Techniques for Data Mining:
    • Decision-Tree Induction
    • Rule Induction
    • Instance-Based Learning
    • Bayesian Learning
    • Support Vector Machines
    • Regression Techniques
    • Clustering Techniques
    • Association Rules
  • Tools for Data Mining
  • How to Interpret and Evaluate Data-Mining Results


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