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
DSC 478
PROGRAMMING MACHINE LEARNING APPLICATIONS
DSC 480
SOCIAL NETWORK ANALYSIS
CSC 575
INTELLIGENT INFORMATION RETRIEVAL

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