Master of Science in Computer Science - Computer Engineering (STEM)

at Kent State University USA

The Master of Science degree in Computer Science provides students with an educational and research environment to develop career paths through necessary training with emerging technologies. Graduates have the technical knowledge and skills necessary for success within the information and high technology industries.

The M.S. degree in Computer Science has two culminating options: thesis or non-thesis. Students planning to pursue a Ph.D. degree an/or academic research should select the thesis option. Students planning to pursue applied research and development in industry may select the non-thesis option. The thesis option requires original research and a written thesis. The non-thesis option requires a capstone project and an optional industrial internship.

The Computer Science major includes the following concentration:

• The Computer Engineering concentration prepares students to meet the need of computer engineering professionals in the industry for designing and managing emerging smart devices and computer-integrated physical systems with programmable intelligence. Students learn the hardware-software co-design principles and theory, architecture of the associated software and hardware, devices and sensors communication protocols and the interfaces to effectively design, build and evolve such smart devices and computer-driven intelligent physical systems.

Students opting to not pursue a concentration will create a 12-credit hour individualized plan of study with their advisor.

Program Learning Outcomes
Graduates of this program will be able to:

• Demonstrate breadth-of-knowledge and understanding of essential facts, concepts, principles and theories relating to advanced topics in computer science.
• Conduct literature searches, comprehend advanced research materials and uncover connections between related work and critical evaluation and synthesis.
• Perform research, discovery and integration by applying advanced knowledge of computer science.

The Bachelor of Arts degree in Fashion Design integrates conceptual, technical and production design knowledge and skills, leading to a synthesis of the design process from concept to production. These processes include color, design and trend research; technical sketching and rendered illustration; pattern-making and garment construction; analysis of appropriate fit and fabric selection; and the ability to communicate specifications for production using industry standards appropriate to specific markets.

The B.A. degree in Fashion Design promotes an emphasis on the diversity of studio practice and liberal art experiences. Students have the option to select coursework offerings to gain expertise in a variety of specialties that connect directly to fashion design, such as wearable technology applications, garment knitting, illustration and/or accessory design.

The degree program prepares students for professional careers by developing technical competency, creative/independent problem solving and conceptual understanding necessary for the challenges of a career in the creative industries. Students develop portfolios for presentation at industry interviews and are prepared to be strongly competitive for any entry-level design position in the industry. In addition, students  participate in a study abroad/away experience, which includes opportunities to study for a semester in New York City and Florence, Italy, as well as through collaborative partnership programs with the Paris American Academy, Hong Kong Polytechnic University and Regent's University in London.

When enrolled in junior-level fashion design studio courses, fashion design students may complete the application process to declare the Bachelor of Fine Arts degree or chose to continue pursing the B.A. degree. The decision as to which degree is best for a particular student depends on the student's educational and career goals, academic standing, performance in studio coursework and an approved "B.F.A. Proposal."

Program Learning Outcomes

Graduates of this program will be able to:

• Understand the fashion industry, fashion markets, fashion products, and services
• Demonstrate understanding of integrating conceptual, technical and production design knowledge and skills, leading to a synthesis of the design process from concept to production.
• Apply knowledge and skills in the use of basic tools, techniques, and processes sufficient to produce work from draft or specifications to finished product, including skills in portfolio preparation.
• Articulate conceptual and critical thinking applicable to the fashion industry.
• Employ research processes and practices employed in the fashion industry.
• Articulate professionalism and communication skills in the appropriate creative industry.

The Bachelor of Science degree in Physical Education and Sport Performance prepares teachers who exemplify best practices in the PK-12 setting and professionals who promote high quality physical activity opportunities for individuals across the lifespan. The program places a strong emphasis on field experience, internships and professional development experiences.

The Physical Education and Sport Performance major comprises the following concentrations:

• The Health and Physical Education concentration is a five-year program that provides the curriculum necessary for students seeking Ohio teacher licensure in both health education and physical education. The program includes multiple field experiences in a variety of school districts, followed by a full semester of student teaching. Students teach in both subjects and are eligible to sit for the multi-age teacher licensing examinations. Students in combined bachelor's/master's degree programs may apply graduate courses toward the B.S.E. degree.
• The Physical Activity and Sport Performance concentration is grounded in the understanding that the study of physical activity and sport is important in themselves and as biological and social concepts. The concentration provides students with the opportunity to design their educational experience by developing an individualized program of study. Students in this concentration are required to declare a minor, either in a related field or outside the field.
• The Physical Education Teacher Licensure concentration prepares students to seek Ohio teacher licensure in physical education. The program includes multiple field experiences in a variety of school districts, followed by a full semester of student teaching. Graduates are eligible to sit for the multi-age teacher licensing examinations.

The Bachelor of Science degree in Computer Science seeks to prepare students to have successful careers as computing professionals, with a solid understanding of software development and computer systems and the foundation for life-long learning in the field; to have an academic foundation suitable for graduate study in computer science or related areas; to be able to function effectively on software development teams, with oral and written communication skills. and with an understanding of professional ethics and responsibility.

Graduates of the B.S. degree in Computer Science have careers in developing, managing and building software in a variety of industries, including finance, health care, entertainment, telecommunications and manufacturing. The U.S. Bureau of Labor Statistics lists the following as top occupation choices for Computer Science majors: computer network architect; software developer; information security analyst; database administrator; computer systems analyst; computer programmer; and network and computer systems administrator.

The Computer Science major includes the following optional concentrations:

• The Data Engineering concentration prepares students to perform the data analysis and modeling needed by organizations and to process structured, semi-structured, and unstructured data using statistical and semantic analysis techniques to meet their employers’ needs.
• The Game Programming concentration provides students with a solid understanding of the algorithms, techniques and software used to construct interactive virtual environments. Students work in teams with content specialists and artists to develop the teamwork skills required in this multidisciplinary field, which includes a range of opportunities, from the game industry to education to training design.
• The Information Security concentration prepares students to meet the security needs of industry and government through coursework that provides a thorough understanding of security, privacy and cryptographic techniques and protocols used in computing and communication.
• The Robotics and Embedded Systems concentration prepares students to work with devices that combine hardware and software. Such devices include robots and most high tech mechanical devices like cars, planes, farm equipment and construction equipment.

The Master of Science degree in Geology provides qualified students the opportunity for advanced study in a wide variety of geologic fields. Focus areas include environmental research (water, surface and subsurface processes; geohazards; and natural resources), as well as evolution of earth's systems research (climate change, paleoecology and evolution, crustal processes).

Program Learning Outcomes
Graduates of this program will be able to:

• Show in-depth comprehension of several areas, including both basic and applied aspects of geology/earth sciences.
• Formulate testable scientific hypotheses and carry out independent research using appropriate field, experimental, analytical and/or computational methods.
• Describe, synthesize and interpret the results of a scientific investigation, and understand its broader applications.

The Master of Science degree in Biological Sciences—Ecology and Evolutionary Biology provides opportunities to study in areas such as animal behavior, entomology, limnology, microbial ecology, ornithology, systems ecology, systematic and evolutionary biology, environmental physiology, vertebrate ecology and population and community ecology. Although courses of study are tailored to students’ interests and needs, the program for all students normally includes training in population, community, ecosystems and evolutionary ecology and statistical theory. Because of the interdisciplinary nature of ecology, students are encouraged to take courses in geology, mathematics, chemistry and other disciplines.

Program Learning Outcomes
Graduates of this program will be able to:

• Understand advanced biological concepts beyond the scope of the typical undergraduate degree, and increase the depth of their knowledge through coursework and hands-on experiences.
• Apply scientific principles and appreciate work outside of their particular field.
• Effectively communicate about science with colleagues as well as those outside of the student's area of expertise.
• Develop the necessary laboratory skills that will allow testing of hypotheses.

The Bachelor of Science degree in Zoology offers a modern and integrative study of animals. Students learn about individual animals, as well as populations of animals across all levels of biological organization, from genes to ecosystems. The program also focuses on animal behavior and physiology, as well as how animals evolve, contribute to biodiversity and interact with each other and their environment.

Students may seek employment immediately after graduation or continue their education in graduate or professional programs. Those entering the workforce may go on to work for national or local parks, zoos/aquaria, museums, animal research facilities, wildlife rehabilitation centers, veterinarian offices or humane societies. The Department of Biological Sciences has several mechanisms to help students prepare for their future careers.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate an understanding of fundamental biological principles as outlined in specific courses.
• Acquire fundamental skills necessary for laboratory and field investigations.
• Demonstrate an understanding of proper experimental design, analysis of biological data and communication of research results.
• Demonstrate a greater knowledge and appreciation of the role that biology plays in societal issues, such as those related to the environment, biodiversity, ethics, human health and disease.

The Bachelor of Arts degree in Anthropology focuses on human cultural and biological diversity and the impact on past and present environments. Anthropology’s relevance to other areas of study, including sociology, social-psychology, biology and pre-medicine, links it to culture area studies, community planning and public health.

The Anthropology major provides in-depth area studies in the South Pacific (cultural anthropology), Mesoamerica and Ohio (archaeology). Students who focus on the biological aspect of human evolution benefit from the freshman-level human evolution laboratory.

Program Learning Outcomes

Graduates of this program will be able to:

• Learn how anthropologists investigate the past using the methods of social scientists.
• Demonstrate comprehension of anthropology’s special role in making archaeology, particularly the study of prehistoric Mexico and Ohio, come to life and become relevant for them.
• Gain a special appreciation of archaeology’s other mandate—the need to conserve the precious heritage of the archaeological record, not only Ohio’s but that of all of the eastern woodlands, and the Americas as well.
• Demonstrate an understanding of biological anthropology as the most relevant evolution science, the one which gives them an appreciation of their place in nature.
• See the two dimensions of human evolution and adaptation: a global one (modern human variation) and a temporal one (human origins). Both dimensions require an appreciation of the neo-Darwinian theory of evolution, which includes both the process of natural selection and the roles which genetics and developmental biology play.
• Achieve a holistic view of human cultures and an extensive knowledge base of diverse human behavior.

The Bachelor of Science degree in Speech Pathology and Audiology is a pre-professional program focusing on the basic sciences of human communication, as well as the evaluation and treatment of communication disorders. This program provides a firm foundation for continuing to the master's degree in speech-language pathology or the doctorate in audiology. The curriculum integrates a sequence of coursework designed to provide a strong liberal arts background and an understanding of normal and disordered aspects of the human communication process. Specific coursework includes anatomy and physiology of the speech and hearing mechanisms, hearing and speech science, neurology, phonetics, normal speech and language development, speech and language disorders, audiometry, and aural rehabilitation. Speech-language pathologists are required to hold a master’s degree, while audiologists hold a doctorate in audiology. Both are employed in a variety of settings, including rehabilitation centers, hospitals, schools, community clinics, private practice, research laboratories and colleges and universities.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate knowledge of the nature of speech, language and hearing processes and disorders in children and adults.
• Demonstrate the skills necessary to be successful speech-language pathologists, audiologists, or other health and human service professionals.
• Utilize the knowledge and skills acquired during their undergraduate SPA program of study to gain entry into graduate programs in Speech Pathology, Audiology, and/or related fields, or obtain positions in health and human services related professions.

The Master of Music degree in Performance is designed to prepare the student for professional music activities, including solo performance, orchestral playing, ensemble playing, collaborative performance, studio teaching; as well as doctoral study. The program emphasizes development of skills, knowledge and background in the following areas: literature and repertoire, performance skills, practice skills, interpretation and expression, performance pedagogy, historical performance practices, music history and music theory.

The Performance major includes the following optional concentrations:

• The Collaborative Piano concentration provides focused study on performance, chamber music, accompanying and literature.

Program Learning Outcomes
Graduates of this program will be able to:

• Recognize, identify, interpret and perform representative literature from different historical periods, countries and composers.
• Apply advanced performing skills in solo and ensemble settings, including tone production, accuracy, intonation, instrumental/vocal technique, musicality/expression, vocal language and diction and stage presence/presentation.
• Discuss, utilize and achieve high-quality results from efficient and effective practice techniques, including time management, achievable goals and use of appropriate technical skills, musical expression skills and focused work ethic.
• Have an enhanced understanding of interpretation and expression in music.
• Identify, explain and utilize performance pedagogy appropriate to the specific area of study.
• Identify, associate, differentiate and utilize performances practices appropriate to the literature of the various stylistic periods.
• Utilize and discuss score study of literature performed and also representative literature from various historical periods and composers.