Computer Science - Master of Computer Science, Master of Science in Computer Science
For information, contact:
Director of Graduate Programs
Department of Computer Science and Software Engineering
262 McVey Data Science Building, 513-529-0340
csGraduate@MiamiOH.edu
http://www.cse.MiamiOH.edu/csmasters
Master of Computer Science
Introduction
The Master of Computer Science is a coursework-only graduate program. The mission of the Master of Computer Science program is to prepare students for computing professions with foundational and advanced coursework, opportunity to work on industrial projects, and flexible pathways to the degree. Through advanced coursework, students can gain experience in areas such as: artificial intelligence, machine learning, data science, cybersecurity, computer vision, high-performance computing, Internet-of-Things, and software engineering. These courses will be taught by outstanding faculty and researchers in these fields.
Admission and Application Requirements
Applicants for admission into the coursework-only Master of Computer Science program should hold at least the equivalent of a minor in Computer Science or Software Engineering. It is preferred that applicants hold a bachelor's degree in one of these fields or another that is closely related. Specifically, successful applicants to our program should have mastered the following undergraduate topics:
- Imperative and/or functional programming
- Object-oriented programming
- Basic algorithms and/or complexity
- Computer organization and architecture
- Concurrent and/or parallel programming
- Software development methods and tools
- Probability and statistics
- Discrete mathematics or linear algebra
Applicants are expected to meet the following criteria:
- Undergraduate GPA: Equivalent of at least 3.00 on a 4.00 scale
- Proof of English Proficiency Minimum Scores (when required)
- TOEFL IBT: 80+, 100+ is preferred
- IELTS Overall ≥ 6.5
- PTE ≥ 54
- The GRE is optional but recommended. If submitted, the desired Quantitative score is 60th percentile or higher, the preferred Verbal score is 35th percentile or higher, and the preferred Analytical Writing score is 25th percentile or higher.
Applications must also include two recommendation letters and a résumé.
Combined Bachelor/Master's Program
Undergraduate students may apply to participate in the combined Bachelor/ Master of Computer Science program. This program allows the student to pursue a coursework-only master’s degree in an accelerated manner while simultaneously completing a bachelor’s degree. Students admitted to the combined degree program may count six to nine credit hours of their graduate coursework towards their bachelor's degree. This enables them to complete their degrees in an accelerated fashion. With an undergraduate major in computer science or software engineering, it is possible for students to complete the combined program in five years.
Admission to the combined program Bachelor/ Master of Computer Science requires a GPA of 3.00 or higher after earning a minimum of 64 credit hours. Please contact the department for more information.
Program Requirements
(30 semester hours)
The total course of instruction includes a minimum of 30 credit hours. Students must complete 24-27 hours of graduate level coursework and 3-6 hours of a culminating experience.
Coursework Requirement (24-27 credit hours )
Students must complete 24-27 hours of graduate-level coursework. All 500 and 600-level CSE courses are acceptable for fulfilling this requirement, with the exception of CSE 566, 600, 601, 610, 611, 630, and 640.
- Students must complete at least three courses (nine hours) that are at or above the 600 level.
- Students must earn a grade of ‘C’ or higher in all courses taken to meet degree requirements.
| Code | Title | Credit Hours |
|---|---|---|
| Select 24-27 hours of graduate level coursework: | 24-27 | |
| Software Quality Assurance and Testing | ||
| Introduction to Model-Driven Software Engineering | ||
| Machine Learning | ||
| Deep Learning | ||
| Generative Artificial Intelligence | ||
| High Performance Computing & Parallel Programming | ||
| Applied Cryptography | ||
| Web Services and Service Oriented Architectures | ||
| Algorithms | ||
| Comparative Programming Languages | ||
| Computer and Network Security | ||
| Special Topics in CSE | ||
| Automata, Formal Languages, and Computability | ||
| Compiler Design | ||
| Special Problems | ||
| Algorithms II | ||
| Advanced Database Systems | ||
| Introduction to Artificial Intelligence | ||
| Game Design and Implementation | ||
| Image Processing & Computer Vision | ||
| Advanced Graphics and Game Engine Design | ||
| At least 9 hours should be at the 600 level or above: | ||
| Simulation of Physical Systems | ||
| Advanced Networks | ||
| Special Topics in Computer Science Applications | ||
| Foundations of Software Engineering | ||
| Machine Learning | ||
| Special Topics in Computer Science Theory | ||
| Advanced Algorithms | ||
| Cryptography | ||
| Software Quality | ||
| Graduate Research | ||
| Total Credit Hours | 24-27 | |
Additional Graduate Courses
Graduate level courses chosen in consultation with the Graduate Director may be counted towards the coursework requirements for the degree.
Culminating Experience Requirement (3-6 hours)
Students must complete 3-6 hours of culminating experience, which may take the form of an internship, a non-thesis project, or the CSE 648 culminating experience course.
| Code | Title | Credit Hours |
|---|---|---|
| CSE 640 | Internship | 3-6 |
| or CSE 704 | Non-Thesis Project | |
| or CSE 648 | Professional Computing Experience | |
| Total Credit Hours | 3-6 | |
Master of Science in Computer Science
Introduction
The mission of the Master of Science in Computer Science program is to prepare students for computing professions that require research, invention, and advanced or specialized knowledge. This includes possible pursuit of a PhD in computer science. Students (who are expected to hold a bachelor’s degree in computer science or a closely related field) shall complete and document work on independent research with a faculty advisor and study advanced topics in computer science. The advanced coursework and experience in research and invention prepares students for work at the cutting edge of computer science.
Admission and Application Requirements
Applicants for admission into the thesis-based Master of Science in Computer Science program should hold at least the equivalent of a minor in Computer Science or Software Engineering. It is preferred that applicants hold a bachelor's degree in one of these fields or another that is closely related. Specifically, successful applicants to our program should have mastered the following undergraduate topics:
- Imperative and/or functional programming
- Object-oriented programming
- Basic algorithms and/or complexity
- Computer organization and architecture
- Concurrent and/or parallel programming
- Software development methods and tools
- Differential and integral calculus
- Probability and statistics
- Discrete mathematics or linear algebra
Applicants are expected to meet the following criteria:
- Undergraduate GPA: Equivalent of at least 3.00 on a 4.00 scale
- Proof of English Proficiency Minimum Scores (when required)
- TOEFL IBT: 80+, 100+ is preferred
- IELTS Overall ≥ 6.5
- PTE ≥ 54
- The GRE test is optional, but recommended. The expected Quantitative score is 60th percentile or higher. The preferred Verbal score is 35th percentile or higher and Analytical writing score 25th percentile or higher.
Applicants are ranked for admission based on these criteria as well as recommendation letters, a statement of purpose, and interview results.
Combined Bachelor/Master's Program
Undergraduate students may apply to participate in the combined Bachelor/ Master of Science in Computer Science program. This program allows the student to pursue a thesis-based master’s degree in an accelerated manner while simultaneously completing a bachelor’s degree. Students admitted to the combined degree program may count six to nine credit hours of their graduate coursework towards their bachelor's degree. This enables them to complete their degrees in an accelerated fashion. With an undergraduate major in computer science or software engineering, it is possible for students to complete the combined program in five years.
Admission to the combined Bachelor/ Master of Science in Computer Science program requires a GPA of 3.25 or higher after earning a minimum of 64 credit hours. Please contact the department for more information.
Program Requirements
(31 semester hours)
The total course of instruction includes a minimum of 31 credit hours. Students must complete both research and advanced coursework requirements. The research requirement includes four hours of formal coursework related to research and a minimum of nine hours of thesis research. The coursework requirement includes 18 hours of graduate level coursework. All students in the program are expected to attend thesis proposal and defense presentations as well as other research presentations while enrolled in the program.
Research Requirement (13 credit hours minimum)
The research requirement includes four hours of structured preparation of students to conduct, evaluate, and document Computer Science research followed by a minimum of nine credit hours of thesis research. All students must write and successfully defend a Master's Thesis in order to graduate from the program.
- CSE 601 Computer Science Research Methods (3)
- CSE 602 Emerging Topics in Computer Science (1)
- Nine credit hours of CSE 700 Research for Master's Thesis (9)
Students must be successful in formally proposing and presenting a research problem in order to pass CSE 602.
| Code | Title | Credit Hours |
|---|---|---|
| CSE 601 | Computer Science Research Methods | 3 |
| CSE 602 | Emerging Topics in Computer Science (Emerging Topics in Computer Science) | 1 |
| CSE 700 | Research for Master's Thesis | 9 |
| Total Credit Hours | 13 | |
Coursework Requirement (18 credit hours )
Students must complete 18 hours of graduate-level course work. All 500 and 600-level CSE courses are acceptable for fulfilling this requirement, with the exception of CSE 566, 600, 601, 609, 610, 611, 630, and 640.
- Students must complete at least three courses (nine hours) that are at or above the 600 level.
- Students must earn a grade of ‘C’ or higher in all courses taken to meet degree requirements.
| Code | Title | Credit Hours |
|---|---|---|
| Select 18 hours of graduate level coursework: | 18 | |
| Software Quality Assurance and Testing | ||
| Introduction to Model-Driven Software Engineering | ||
| Machine Learning | ||
| High Performance Computing & Parallel Programming | ||
| Web Services and Service Oriented Architectures | ||
| Algorithms | ||
| Comparative Programming Languages | ||
| Computer and Network Security | ||
| Special Topics in CSE | ||
| Automata, Formal Languages, and Computability | ||
| Compiler Design | ||
| Algorithms II | ||
| Advanced Database Systems | ||
| Introduction to Artificial Intelligence | ||
| Game Design and Implementation | ||
| Image Processing & Computer Vision | ||
| Advanced Graphics and Game Engine Design | ||
| At least 9 hours should be at the 600 level or above: | ||
| Simulation of Physical Systems | ||
| Advanced Networks | ||
CSE 618 | ||
| Special Topics in Computer Science Applications | ||
| Foundations of Software Engineering | ||
| Machine Learning | ||
| Special Topics in Computer Science Theory | ||
| Advanced Algorithms | ||
| Cryptography | ||
| Software Quality | ||
| Graduate Research | ||
| Total Credit Hours | 18 | |
Additional Graduate Courses
Graduate level courses chosen in consultation with the student's research advisor may be counted towards the coursework requirements for the degree if approved by the department Graduate Director.