Program: Computer Science, Specialization in Computational Data Science, B.S. - Bowling Green State University (2024)

Aug 05, 2024
2024-2025 Undergraduate Catalog

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2024-2025 Undergraduate Catalog

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The rapid advances in computer technology in today’s highly technological society have resulted in a continuing demand for computer science graduates. The computer science professional applies the basic principles of computing and the latest technological advancements to solve problems in business, education, and government. Graduates may work as systems analysts who design solutions to specific problems, applications programmers who translate these solutions into software, or technical support professionals who resolve a wide range of problems related to computer applications and use. Other career possibilities are system administrators, computer network administrators, or systems programmers.

Admission Requirement

A student who wishes to declare the major of Computer Science under either the Bachelor of Arts or Bachelor of Science must meet one of the following admission criteria:

  • SAT - prior to March 2016: a score of 520 or higher on the Math section; or
  • SAT - starting March 2016: a score of 550 or higher on the Math section; or
  • ACT - an ACT math score of 22 or higher; or
  • Prior completion ofMATH 99orMATH 1210, or equivalent.

Program Educational Objectives

Within five years after graduation, the graduates of the Bachelor of Science Computer Science program at Bowling Green State University will have demonstrated their ability to:

  • Advance their careers or pursue graduate studies in the highly dynamic and continually changing field of computer science;
  • Acquire new skills and master new technologies in order to successfully approach and solve real-world problems;
  • Participate in and successfully complete both independent and collaborative technical projects.

Learning Outcomes

By the time of graduation, the students in the Bachelor of Science Computer Science program at Bowling Green State University are expected to be able to:

  • Analyze a complex computing problem and to apply principles of computing and other relevant disciplines to identify solutions;
  • Design, implement, and evaluate a computing-based solution to meet a given set of computing requirements in the context of the program’s discipline;
  • Communicate effectively in a variety of professional contexts;
  • Recognize professional responsibilities and make informed judgements in computing practice based on legal and ethical principles;
  • Function effectively as a member or leader of a team engaged in activities appropriate to the program’s discipline;
  • Apply computer science theory and software development fundamentals to produce computing-based solutions.

Transfer courses included in the major carry a maximum of three hours of credit per course.

Students with a minor or joint major in MATH need not complete the MATH courses listed in “Other requirements.”

One departmentally approved internship (fall, spring or summer) is required.

Computational Data Science Specialization: Data Science is a rapidly evolving interdisciplinary field which is in high demand. The field requires both theoretical statistics background for data analysis and practical algorithmic computing skill for data processing. The Computational Data Science specialization gives students a strong foundation in machine learning, database management, and high performing computing, while providing a statistics background. A student interested in the application of computer science to computational data science is required to take CS 3200,CS 4170,CS 4620,CS 4630,MATH 3320, and one data science-related department-approved elective course. This specialization can be used to satisfy the minor requirement for a bachelor’s degree in computer science.

BG Perspective (BGP) Requirements

Must complete at least 1 course in each of the following:

English Composition and Oral Communication
_____________________________ ________

Quantitative Literacy
_____________________________ ________

Must Complete at least 2 courses in each of the following:

Humanities and the Arts
_____________________________ ________
_____________________________ ________

Natural Sciences - at least one Lab Science required
_____________________________ ________
_____________________________ ________

Social and Behavioral Sciences
_____________________________ ________
_____________________________ ________

Complete total required BGP credit hours by selecting courses from any of the above categories:

_____________________________ ________
_____________________________ ________
_____________________________ ________
_____________________________ ________

University Requirements

Designated courses in Humanities and the Arts and the Social and Behavioral Sciences domains may be used to fulfill both the BGP requirement and one of the following university requirements:

Cultural Diversity in the US ____________
International Perspective ____________

Composition Requirement:
WRIT 1120

Total BGP Credits: Must be at least 36

Arts & Sciences Requirements (WLC)

World Languages and Cultures (_____ yrs of HS_______)

Consult the Undergraduate Catalog or the Arts and Sciences Student Handbook regarding approved course options in the different language and culture areas.
​ ________1010_________________ ________
​ ________1020_________________ ________
​ _____________________________ ________
_____________________________ ________

Lab Science

_____________________________ ________

Multidisciplinary Component

Select from approved offerings, in consultation with an advisor and a faculty mentor. Four courses total, each with a different subject prefix. At least two courses at 3000/4000 level. Courses applied to the Arts & Sciences MDC may not be used to fulfill other Arts and Sciences degree requirements, nor may they be used to fulfill major, minor, BGP or other program requirements.
_____________________________ ________
_____________________________ ________
_____________________________ ________
_____________________________ ________

Major Requirements

CS Core Requirements

(38 Hours)

  • CS 2010 - Programming Fundamentals
  • CS 2020 - Intermediate Programming
  • CS 2190 - Computer Organization
  • CS 2900 - Career Preparation in Computing Fields
  • CS 3000 - Professional and Societal Issues in Computing
  • CS 3060 - Programming Languages
  • CS 3080 - Operating Systems
  • CS 3350 - Data Structures
  • SE 3540 - Introduction to Software Engineering
  • CS 3900 - Internship in Computer Science
  • or

  • 3 cr hrs of CS 3901 - Internship in Computer Science
  • CS 4120 - Design and Analysis of Algorithms
  • CS 4390 - Network Architecture and Applications
  • CS 4770 - Computer Science Capstone Experience
  • or

  • SE 4770 - Software Engineering Capstone Experience

Computational Data Science Specialization

(18 Hours)

  • CS 3200 - Introduction to Machine Learning
  • CS 4170 - Introduction to Parallel Computing
  • CS 4620 - Database Management Systems
  • CS 4630 - Python for Computational and Data Science
  • MATH 3320 - Elementary Linear Algebra

Choose One From

  • CS 4200 - Artificial Intelligence Methods
  • CS 4250 - Computer Graphics
  • CS 4420 - Techniques of Simulation
  • MATH 3430 - Computing with Data

Total Credits: 56

Additional Requirements

Mathematics

  • MATH 1310 - Calculus and Analytic Geometry
  • or

  • MATH 1340 - Calculus and Analytic Geometry IA and
  • MATH 1350 - Calculus and Analytic Geometry IB
  • MATH 2220 - Discrete Mathematics
  • or

  • MATH 2470 - Fundamentals of Statistics
  • or

  • MATH 3220 - Discrete Mathematics
  • MATH 3410 - Principles of Probability and Statistics
  • or

  • MATH 4410 - Probability and Statistics I
  • MATH 2320 - Calculus and Analytic Geometry II

Science

  • A&S Lab Science SequenceContact Hours:8-10

*Recommended Math Courses:

  • MATH 2332 - Calculus and Analytic Geometry IIIContact Hours:
  • MATH 4410 - Probability and Statistics I

Electives and Non-Credit Courses

For Graduation You Will Need:

  1. 122 credit hours minimum.
  2. Minimum GPA 2.00.
  3. At least 30 credit hours of BGSU course work.
  4. 40 credit hours at the 3000/4000 level.
  5. Completion of all degree requirements, including the BG Perspective Core.
  6. A major, and if required, a minor, specialization or emphasis.

Any substitution or waiver of courses required for your major or minor programmustoriginate in the department/school offering the major or minor andmustbe approved by the College Office.

To ensure a timely graduation, see aCollege Advisorduring the semester prior to your intended graduation.

Remember to complete anApplication for Graduationby the end of the second week of classes during the fall semester or spring regular session, or by the end of the first week of the summer semester. For the specific dates, check your DARS. You may log onto MyBGSU to complete the online application. After the deadlines, you will need to complete an application in person in the College Office.


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Program: Computer Science, Specialization in Computational Data Science, B.S. - Bowling Green State University (2024)
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