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Data Science

In this 15-credit hour program, students will delve into the world of data-driven decision-making, mastering statistical techniques, machine learning, and data visualization. With a focus on real-world applications, students will learn to extract valuable insights from complex datasets, addressing critical issues across industries. This minor program empowers students to become informed and compassionate contributors to the global community. Whether students are pursuing a career in data analytics or enhancing their academic journey, our Data Science minor offers a transformative educational experience at the intersection of technology and scholarship.

Data Science Minor Requirements

Data Science Minor Requirements

DATA 4365Data Mining and Machine Learning

3
MATH 2303Introduction to Probability and Statistics

3
Or
PSYC 3381Statistics in Psychology

3
or
ENGR 2350Statics

3
or
BMGT 3350Statistical Applications in Business

3
or
MATH 3331Mathematical Statistics I

3
or
MATH 3332Mathematical Statistics II

3
or
MATH 3333Statistical Methods

3
or
MATH 6363/MATH 7363Research Statistics

3
and
6 hours electives
DATA 2360Workflow Automation

3
DATA 4390Capstone in Data Science

3
DATA 4366Deep Learning

3
MATH 2322Linear Algebra

3
MIS 3325Introduction to Business Analytics and Intelligence

3
MIS 3363Design and Implementation of Databases and Information Systems

3
MIS 4325Predictive Analytics and Forecasting

3
MIS 4330Data Mining and Data Analytics

3
MATH 3337Stochastic Processes

3
MATH 3370Mathematics Modeling

3
MATH 4325Design of Experiements

3
MATH 4330Survival Analysis

3
MATH 4333Regression Analysis

3
MATH 4335Computational Statistics and Its Applications

3
MATH 4337Applications of Chaos Theory

3
MATH 4340Multivariate Analysis

3
MATH 4345Bayesian Statistics

3
MATH 4355Categorical Data Analysis

3
MATH 4360Time Series Analysis

3
MATH 4370Mathematics Modeling of Natural Processes

3
Total Credit Hours:15

Total Credit Hours: 15

Total Credit Hours: 15