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Data Science (B.S.)

Requirements

51 semester hours in Statistics and supporting Mathematics courses including:

A. Data Science Core (39 hours)

MATH 2312Calculus I
MATH 2313Calculus II
MATH 2322Linear Algebra
MATH 2340/ENGR 2340Comp Prog/Math, Science, Engr
DATA 2365Introduction to Data Science
MATH 3314Calculus III
MATH 3331Found Probability & Statistics
MATH 3332Found of Statistical Inference
MATH 4333Regression Analysis
DATA 4365Data Mining and Machine Learning
DATA 4390Capstone in Data Science
CIS 2335Computer Networks
 
CIS 3310Database Management Systems
or
MIS 3363Design and Implementation of Databases and Information Systems

3

B. Data Science Electives (12 hours)

Select 12 hours from the following list, or Special Topics courses as approved by the Chair. No more than 6 hours total in MIS and MATH 3370 or MATH 4370.
MATH 3337Stochastic Processes
MATH 3370Mathematics Modeling
MATH 4325Design of Experiements
MATH 4330Survival Analysis
MATH 4335Computation Stats/Applications
MATH 4340Multivariate Analysis
MATH 4345Bayesian Statistics
MATH 4355Categorical Data Analysis
MATH 4360Time Series Analysis
DATA 4366Deep Learning
MATH 4370Math Modeling/Natural Process

or permission of the instructor."
MIS 3325Introduction to Business Analytics and Intelligence

3
MIS 4325Predictive Analytics and Forecasting

3
MIS 4330Data Mining and Data Analytics

3

Student must declare as a major in the B.S. Data Science degree and must have completed MATH 2340 or ENGR 2340 (with “C” or better grade) to be allowed to register for the following courses:
1. MIS 3363: Design & Implementation of Database Systems
2. CIS 3310: Database Management Systems
Students pursuing a major in B.S. Data Science must be Broadway campus degree-seeking students.