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What is knowledge discovery in databases (KDD)? 
Review section 1.2 and review the various motivating challenges.  Select one and note what it is and why it is a challenge.
Note how data mining integrates with the components of statistics and AL, ML, and Pattern Recognition.
Note the difference between predictive and descriptive tasks and the importance of each.

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