Master of Science in Applied Data Analytics
Curriculum
2023-24
To obtain the Master of Science in Applied Data Analytics, a candidate must successfully complete a minimum of 30 credit hours of required graduate level courses including a capstone project. The program consists of eight required courses (24 credit hours) and two electives (six credit hours).
Required Courses (24 credits)
| CIS 5550 / DATA 5550 | Database Design | 3 cr. |
| CIS 5560 / DATA 5560 | Database Management | 3 cr. |
| CSSE 5310 / DATA 5310 | Introduction to Data Mining | 3 cr. |
| DATA 5001 | Science and Data | 3 cr. |
| DATA 5060 or MTH 5270 | Advanced Statistics for Applied Data Analytics or Probability and Statistics | 3 cr. |
| DATA 5130 | Capstone Project | 3 cr. |
| ECN 5150 / DATA 5130 | Quantitative Foundations for Data Analysis / Quantitative Foundations for Economic Analysis | 3 cr. |
| ECN 5800 | Economic Modeling for Data Analysis | 3 cr. |
Electives - Select two courses (6 credits)
ECN 5480 Business Forecasting (3 credits) / DATA 5480 Business Forecasting (3 credits)
ECN 5810 Advanced Money and Capital Markets (3 credits)
CIVE 5910 Geographical Information Systems (3 credits)
CSSE 5280 Database Systems (3 credits)
CSSE 5480 Artificial Intelligence (3 credits)
CSSE 5650 Bioinformatics (3 credits)
DATA 5070 Statistical Software Packages for Applied Data Analytics I (3 credits)
DATA 5080 Statistical Software Packages for Applied Data Analytics II (3 credits)
DATA 5600 Topics in Applied Data Analysis (3 credits)
ELEE 5350 Machine Learning (3 credits)
ELEE 5740 Pattern Recognition and Neural Networks (3 credits)
INT 5200 Data Mining and Reporting in Intelligence (3 credits)
HLH 5500 Research Methods in Health Care (3 credits)
HSA 5060 Health Economics (3 credits)
HSA 5070 Population Health (3 credits)
HSA 5500 Information Systems for Health Services Administration (3 credits)
MBA 5120 Data Analysis for Decision Making (3 credits)
MBA 5200 Modeling, Analytics, and Operations Decisions (3 credits)
MBA 5335 Business Intelligence (3 credits)
MBA 5340 Business Analytics (3 credits)
MBA 5660 Database Management for Business (3 credits)
MTH 5270 Applied Probability and Statistics (3 credits)
MTH 5590 Mathematical Modeling (3 credits)
MTH 5600 Graph Theory (3 credits)
NUR 5350 Outcomes Management and Decision Support in Nursing (3 credits)
NUR 7450 Analytics for Evidence-Based Practice (3 credits)
NUR 7500 Evidence-Based Practice: Theory, Design and Methods (3 credits)
PYC 5700 Issues in Industrial and Organizational Psychology (3 credits)