Curriculum Details

The following table lists the courses for the MS in Data Science Program.

Course List for MS in Data Science

Code Course Title Credits Prerequisite(s)
Core Requirements (18 cr)
CIS531 Modern Applied Statistical Learning 3 None
DAS522 Exploratory Data Analysis and Visualization 3 None
DAS541 Data Mining for Business 3 None
STA502 Probability Theory 3 None
STA511 Advanced Regression Analysis 3 None
STA512 Statistical Inference 3 STA502
Electives (12 cr)
   Select four courses from the following
CIS536 Applied Machine Learning 3 CIS531
CIS541 Cloud Computing and Big Data 3 None
CIS643 Computer Vision and Natural Language Processing 3 CIS536
DAS521 Sample Survey and Customer Analytics 3 None
STA521 Design and Analysis of Experiments and Quality Control 3 None
STA541 Survival Analysis 3 STA512
STA631 Multivariate Analysis 3 STA512
STA635 Bayesian Analysis 3 STA512
STA745 Nonparametric Statistics 3 STA512
Capstone Project (6 cr)
DAS761 Capstone Project 6 Dept. Approval
Total Credits Required for Graduation 36
MS in Data Science  ›  Curriculum Details