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Central Connecticut State University

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Detailed Course Information

 

Spring 2018
Feb 17, 2018
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Information Select the desired Schedule Type to find available classes for the course.

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

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

Prerequisites:
Graduate level STAT 521 Minimum Grade of C

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