College of Science and Health > Academics > Mathematical Sciences > Graduate Programs > Applied Statistics (MS) > Concentration Requirements > Data Science Concentration

Data Science Concentration

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
MAT 454
MULTIVARIATE STATISTICS
MAT 455
STOCHASTIC PROCESSES
MAT 457
NONPARAMETRIC STATISTICS
MAT 459
SIMULATION MODELS AND MONTE CARLO METHOD
MAT 488
OPERATIONS RESEARCH: OPTIMIZATION THEORY
MAT 512
APPLIED TIME SERIES AND FORECASTING
DSC 465
DATA VISUALIZATION (FORMERLY CSC 465)
DSC 478
PROGRAMMING MACHINE LEARNING APPLICATIONS (FORMERLY CSC 478)
DSC 480
SOCIAL NETWORK ANALYSIS (FORMERLY CSC 495)
CSC 575
INTELLIGENT INFORMATION RETRIEVAL

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