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2009-2010 University Catalog
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IT 871 - Statistical Data MiningCredits: 3
Cross-Listed with STAT 871
Covers basic concepts, computational complexity, data preparation and compression, databases and SQL, rule-based machine learning and probability, density estimation, exploratory data analysis, cluster analysis and pattern recognition, artificial neural networks, classification and regression trees, correlation and nonparametric regression, time series, and visual data mining.
Prerequisites
STAT 554 or 663, or permission of instructor.
Hours of Lecture or Seminar per week
3
Hours of Lab or Studio per week
0
When Offered
AS
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