Data Mining Program

Sunday, November 22, 2009

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Data Mining Track

Data Mining Certificate

Data Mining Track

Required Courses 24 Semester Hours

STA 5103	Advanced Computer Processing of Statistical Data	3
STA 5703	Data Mining Methodology I	3
STA 6236	Regression Analysis	3
STA 6238	Logistic Regression	3
STA 6326	Theoretical Statistics I	3
STA 6327	Theoretical Statistics II	3
STA 6704	Data Mining Methodology II	3
STA 6714	Data Preparation	3

Restrictive Elective Courses

COP 4710	Database Systems	3
FIN 5407	Financial Foundations	1.5
MAR 5055	Marketing Foundations	1.5
STA 5505	Categorical Data Methods	3
STA 5825	Stochastic Processes and Applied Probability Theory	3
STA 6226	Sampling Theory and Applications	3
STA 6237	Nonlinear Regression	3
STA 6329	Statistical Applications of Matrix Algebra	3
STA 6507	Nonparametric Statistics	3
STA 6705	Data Mining Methodology III	3
STA 6707	Multivariate Statistical Methods	3
STA 6857	Applied Time Series Analysis	3

Examination

All students must take a comprehensive written examination covering the five courses, STA 6326, STA 6327, STA 5103, STA 6xxx (Data Preparation), and STA 6xxx (Logistic Regression). For full-time graduate students, this examination normally will be taken prior to the start of the second year of their graduate work.



	"Students in the program can serve internships with eminent Orlando businesses in aerospace, entertainment, hospitality or automobile service industry"