Data Science Concentration, Applied Statistics (MS)

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Concentration Requirements - All 4 courses / 16 credit hours

Course Title Quarter Hours
MAT 449STATISTICAL DATA MANAGEMENT4
MAT 450ADVANCED STATISTICAL COMPUTING4
MAT 491DATA MINING4
CSC 555MINING BIG DATA4

Electives - Any 1 course / 4 credit hours

Course Title Quarter Hours
Select one of the following:4
MULTIVARIATE STATISTICS
STOCHASTIC PROCESSES
NONPARAMETRIC STATISTICS
SIMULATION MODELS AND MONTE CARLO METHOD
OPERATIONS RESEARCH: OPTIMIZATION THEORY
APPLIED TIME SERIES AND FORECASTING
DATA VISUALIZATION (FORMERLY CSC 465)
PROGRAMMING MACHINE LEARNING APPLICATIONS (FORMERLY CSC 478)
SOCIAL NETWORK ANALYSIS (FORMERLY CSC 495)
INTELLIGENT INFORMATION RETRIEVAL