Data Science (B.S.)

The Bachelor of Science in Data Science prepares students for immediate employment in careers that analyze, visualize, and model data in order to extract actionable information from large datasets. The program has two tracks: Data Analytics and Machine Learning. Both tracks share a core of twelve courses: ten courses in mathematics and two courses in computer information systems.

 

The concentration in Data Analytics prepares students for careers in data analysis and data-centric problem solving. This track blends content from mathematics, statistics, computer science, and business intelligence. Courses focus on the fundamentals of mathematics and computer programming, as well as industry accepted practices in data analytics and data visualization.

 

The concentration in Machine Learning prepares students for science-centric careers developing practical and actionable solutions to real-world problems. This track incorporates the entire data science pipeline: problem formulation, data collection, high performance computing, statistical analyses, machine learning, and meaningful interpretation of results. Additionally, this track introduces students to the scientific foundations of artificial intelligence.

Degree Requirements

The requirements to complete the Bachelor of Science in Data Science are broken into the components listed below. These requirements include the core courses mentioned above, as well as additional courses that are specific to each of the two Data Science tracks. Students select one of these tracks upon successful completion of MATH 210 - Calculus and Analytic Geometry I. A grade of C or better must be earned in all courses listed below. In addition to the requirements listed above, students in this degree program are required to complete a minor at West Liberty University.

Core Courses

MATH 160Introduction to Statistics

3 or 5

MATH 175Intro to Programming in Python

3

MATH 205Foundations of Data Science

3

MATH 210Calc & Analytic Geometry I

4

MATH 220Data Structures and Algorithms

3

MATH 341Linear Algebra

3

MATH 374Discrete Mathematics

3

MATH 470Computational Statistics

3

MATH 473Machine Learning I

4

MATH 482Data Science Capstone

2

CIS 486Data Analytics I

3

CIS 487Data Analytics II

3

Minor

Students must select and complete a minor at West Liberty University in consultation with their academic advisor.

Data Analytics Track

Required Courses

CIS 271Practical Computer Applications

3

CIS 372Database Management Systems

3

CIS 463Business Modeling

3

CIS 480Business Intelligence

3

GBUS 315AI for Business Applications

3

Minor

Students must select and complete a minor at West Liberty University in consultation with their academic advisor.

Machine Learning Track

Required Courses

MATH 211Calculus & Analytic Geometry II

4

MATH 212Calculus & Analytic Geometry III

4

MATH 464Probability and Statistics I

3

MATH 465Probability and Statistics II

3

MATH 474Machine Learning II

4

Minor

Students must select and complete a minor at West Liberty University in consultation with their academic advisor.