Master of Science in Artificial Intelligence (STEM)

at Kent State University USA

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.

The Bachelor of Science degree in Nutrition provides students with a broad general education and a strong foundation in nutrition, dietetics and the sciences. The emphasis is integrating theory, research and application of knowledge to the profession of dietetics. The curriculum meets the didactic program in dietetics requirements of the Academy of Nutrition and Dietetics, and graduates are eligible for admission to accredited internships. The faculty has expertise in nutritional sciences, exercise science, clinical and community practice and leadership studies.

Program Learning Outcomes

Graduates of this program will be able to:

• Apply knowledge and skills necessary to plan and evaluate menus and diets of individuals/groups to promote nutritional health and well-being.
• Demonstrate the ability to use oral and written communication skills effectively in the practice of nutrition and dietetics.
• Demonstrate the ability to interpret current research and utilize critical thinking skills in the practice of nutrition and dietetics.
• Apply acquired knowledge and skills to enroll in a supervised practice program, advanced/professional study or employment.

The Master of Arts degree in Educational Psychology provides advanced study for students interested in the application of psychological principles to learning and instruction. It encompasses a variety of different disciplines, including cognitive psychology, human development and learning theory. Students are exposed to the latest research findings regarding how people learn most effectively and efficiently. They also apply these principles to the design of instruction, and study how to most accurately assess different types of learning.

The M.A. degree program is appropriate for classroom teachers, professionals in a variety of settings and students wishing to pursue doctoral-level training in educational psychology.

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

• Describe the various schools of learning theory that have informed educators.
• Conduct literature reviews and design empirical research to examine issues associated with how individuals learn.
• Apply principles of human development and learning when developing and selecting educational approaches.
• Identify best practices for maximizing student learning.
• Systematically design effective instructional programs to meet the academic needs of learners.
• Demonstrate knowledge of theories and principles of learner motivation.
• Describe social learning principles and their application to instructional practice.
• Evaluate teaching and learning practices with a variety of types of assessments.
• Competently evaluate educational programs and approaches.

The Master of Arts degree in Biology is for students wishing to gain additional knowledge in any area of the biological sciences. This is a non-thesis master's degree designed for secondary school science teachers, individuals looking for additional background or preparation for professional school (e.g. medicine, dentistry or Ph.D. programs) and those seeking employment in life science industries in a non-research capacity.

The Biology major includes the following concentration:

• The Environmental Biology concentration provides students with a balance between better understanding the relationships between organisms and the environment and how this balance can be sustained through environmental management and conservation.

Students who declare the Biology major with no concentration will select their area of specialization in consultation with an academic faculty advisor.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand advanced biological concepts beyond the scope of the typical undergraduate degree and to 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 Mechatronics Engineering Technology integrates mechanical, electrical, computer and controls. Mechatronics engineering technology revolves around the design, construction and operation of automated systems, robots and intelligent products, which result from the integration of software and hardware.

Using automated systems is becoming more popular for operating equipment/machinery in a host of situations, including on assembly and manufacturing lines, on automobiles and aircraft and in electrical power generations to reduce labor costs, increase precision and accuracy and provide quality and safety for workers.

Graduates from the mechatronics engineering technology program manage and support the design, operation and analysis of mechanical and electrical devices connected with automated systems, robots and computer-integrated manufacturing. They can work in any company that develops, designs or manufactures and markets these devices. Opportunities exist in manufacturing sales as well as research.

Program Learning Outcomes

Graduates of this program will be able to:

• Select and apply a knowledge of mathematics, science, engineering and technology to engineering technology problems that require the application of principles and applied procedures or methodologies.
• Design systems, components or processes for broadly defined engineering technology problems.
• Select and apply the knowledge, techniques, skills, and modern tools of the discipline to broadly defined engineering technology activities.

The Bachelor of Science degree in Mechanical Engineering Technology teaches design, operation, installation, maintenance and analysis of machinery. The program prepares students to become highly technical professionals in current and emerging fields using mechanical and computer-aided engineering. Students learn to develop innovative solutions to problems encountered in manufacturing.

Program Learning Outcomes

Graduates of this program will be able to:

• Use the techniques, skill and modern engineering tools necessary for engineering practice.
• Apply knowledge of mathematics, science and engineering.
• Design a system, component or process to meet desired needs within realistic constraints, such as economic, environmental, social, political, ethical, health and safety, manufacturability and sustainability.

The Master of Education degree in Early Childhood Education prepares critically reflective teachers with advanced knowledge in pre-school through primary multi-disciplinary curriculum. Students are prepared to be democratically accountable leaders, co-decision makers, pedagogical experts and committed professionals in various early childhood realms. The program emphasizes commitment to equitable and caring learning communities.

Ohio endorsements for pre-school and literacy endorsement or generalist (grades four and five) may be embedded in the program. In addition, students have the opportunity to receive an International Baccalaureate (IB) recognition award in the M.Ed. degree.

The Early Childhood Education major includes the following optional concentration:

• The Early Childhood Leadership: Advocacy, Curriculum and Policy concentration commonly appeals to teachers who desire to further their own early childhood programs, become master teachers and/or enhance their own leadership on behalf of young children and professionals who work with them. Students delve into issues and trends in the field, reconceptualize practice, understand and deconstruct/reconstruct policy understandings and complete their own independent research as an inquiry exit project or thesis.

The Master of Science degree in Applied Mathematics is primarily a terminal, pre-professional degree comprising coursework beyond the bachelor's degree emphasizing areas relevant to applications in the sciences and including the engineering, biological, financial and physical sciences. Students are required to write and defend a thesis in an area agreed upon with a faculty advisor.

Program Learning Outcomes

Graduates of this program will be able to:

• Engage effectively in problem solving, including exploring examples, devising and testing conjectures and assessing the correctness of solutions.
• Reason in mathematical arguments at a level appropriate to the discipline, including posing problems precisely, articulating assumption and reasoning logically to conclusions.
• Approach mathematical problems creatively, including trying multiple approaches and modifying problems when necessary to make them more tractable.
• Communicate mathematics clearly both orally and in writing.
• Teach university-level mathematics effectively.
• Obtain depth in some subdiscipline of applied mathematics.

The Master of Arts degree in Biology is for students wishing to gain additional knowledge in any area of the biological sciences. This is a non-thesis master's degree designed for secondary school science teachers, individuals looking for additional background or preparation for professional school (e.g. medicine, dentistry or Ph.D. programs) and those seeking employment in life science industries in a non-research capacity.

The Biology major includes the following concentration:

• The Medical Biology concentration provides students with a deep understanding of physiological systems and the mechanisms that underlie various disorders and disease pathologies.

Students who declare the Biology major with no concentration will select their area of specialization in consultation with an academic faculty advisor.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand advanced biological concepts beyond the scope of the typical undergraduate degree and to 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 Master of Arts degree in Sport Administration provides students a knowledge base in management theory and application in sport settings. The program culminates with an internship, research project or thesis.

Students have the opportunity to complete a dual degree program with the M.B.A. degree in Business Administration and the M.A. degree in Sport Administration.

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

• Demonstrate the knowledge and experience necessary to become successful as a professional in the sport industry.
• Apply theoretical and practical knowledge of the industry in a professional career.
• Engage and expand the number of international promotional, scholarly and educational research/presentation opportunities in the profession.