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Data Science—Bachelor of Science

Degree: Bachelor of Science

Website: Bachelor of Science in Data Science

College/School: School of Mathematics, Science and Engineering

Apply to UIW: Application for the Bachelor of Science in Data Science program

Bachelor of Science in Data Science

The Bachelor of Science in Data Science degree program is designed to prepare future professionals with the mathematical, computer information system, statistical, and analytical skills to manage and understand the data that fuels growth across sectors.

This 120 credit hour degree program integrates higher mathematics, computer information systems, statistics, machine learning and programming. Through this combination of courses and skill development, students will build a strong foundation in the fields of study that make them sound logicians and information analysts and highly coveted in the job market. Data Science degree holders can further tailor their education through elective courses that emphasize data mining, design, predictive analytics, business intelligence and more. UIW’s core curriculum will also develop communication and critical soft skills, ethics, and a broader world view.

To complete the degree program, data science students will complete a capstone project course in the spring semester of their senior year. The capstone challenges students to apply their data science knowledge to solve a problem or innovate.

Bachelor of Science in Data Science Degree Plan

120 credit hours are required to complete the Bachelor of Science in Data Science degree program.

UIW Undergraduate Core Curriculum

UIW core coursework is required. Review the Undergraduate Core Curriculum Here and review the degree plans for each concentration for scheduling of the core curriculum classwork. In addition, 45 Community Service hours are part of all bachelor's degree programs. See Community Service.

 

UIW Core Curriculum 
 Composition and Rhetoric  6 credit hours 
 Literature and Art 6 credit hours 
 Science and Mathematics 7 credit hours 
 History and Behavioral Science 6 credit hours 
 Philosophy and Religion  9 credit hours 
 Second Language  6 credit hours 
 Wellness and Physical Education  3 credit hours
  43 total core credit hours
   
 Community Service  45 clock hours (non-credit) 
Total Credit Hours:43

 

Bachelor of Science in Data Science Core Coursework

MATH 2312Calculus I

3

MATH 2313Calculus II

3

MATH 2322Linear Algebra

3

MATH 2340/ENGR 2340Computer Programming for Mathematics, Sciences, and Engineering

3

DATA 2365Introduction to Data Science

3

MATH 3314Calculus III

3

MATH 3331Foundations of Probability and Statistics

3

MATH 3332Foundations of Statistical Inference

3

MATH 4333Regression Analysis

3

DATA 4365Data Mining and Machine Learning

3

DATA 4390Capstone in Data Science

3

CIS 1333Scripting Languages

3

And

CIS 3310Database Management Systems

3

Or

MIS 3363Design and Implementation of Databases and Information Systems

3

Total Credit Hours:39

Data Science Elective Coursework

Students may select 12 credit hours from this list of courses to satisfy the Data Science Electives Requirement, or may enroll in Special Topics courses as approved by the Data Science Program Chair.

Students may enroll in no more than 6 hours total in MIS courses and MATH 3370 or MATH 4370.

DATA 4366Deep Learning

3

MATH 3337Stochastic Processes

3

MATH 3370Mathematics Modeling

3

MATH 4325Design of Experiements

3

MATH 4330Survival Analysis

3

MATH 4335Computational Statistics and Its Applications

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

MIS 3325Introduction to Business Analytics and Intelligence

3

MIS 4325Predictive Analytics and Forecasting

3

MIS 4330Data Mining and Data Analytics

3

Total Credit Hours:12

Students must declare as a major in the Bachelor of Science in Data Science degree program and must have completed MATH 2340 or ENGR 2340 (with “C” or better grade) to be allowed to register for the following courses:

MIS 3363: Design & Implementation of Database Systems

CIS 3310: Database Management Systems

General Elective Coursework

General elective coursework is required as needed to complete the 120 credit hour requirement for the Bachelor of Science in Data Science degree program.