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Central Connecticut State University


Detailed Course Information


Fall 2017
Feb 20, 2018
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STAT 523 - Predictive Analytics
Predictive Analytics Fall. Prereq.: STAT 521 or permission of department chair. Investigation and application of methods and models used for predictive modeling and predictive analytics. Topics may include neural networks, logistic regression, k-nearest neighbor classification, the C4.5 algorithm, CHAID and QUEST decision trees, feature selection, boosting, naive Bayes classification and Bayesian networks, time series, and model evaluation techniques.

4.000 Credit hours
4.000 Lecture hours

Schedule Types: Independent Study, Lecture, Online Instruction

Mathematics Department

Must be enrolled in one of the following Programs:     
      Data Mining - MS
Must be enrolled in one of the following Levels:     

Graduate level STAT 521 Minimum Grade of C

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