Master of Science in Artificial Intelligence (STEM)

at Kent State University USA

The Master of Urban Design degree expands on traditional architectural, landscape architecture and planning education with an understanding of the processes of urban development, and with the skills required to the physical shaping of urban places. The degree seeks to develop knowledgeable specialists who possess significant ability to identify opportunities in the urban environment an the sensibility to provide for design solutions to the most complex problems encountered.

Faculty work in close collaboration with students through rigorous curricula focused on the application of research in the design of layered and mutually reinforcing systems and public spaces.

Projects range from neighborhood plans to large scale urban and regional initiatives engaging cultural and environmental concerns. Project locations are often in Cleveland and similar regional cities, but they address far-reaching global concerns. Students can engage in applied research in the re-design of “Cities Growing Smaller,” systemic approaches to the development of urban environments, considerations of place and identity and the place-making potential of infrastructure. Further directions include the design of cities and neighborhoods that promote physical and mental health, studies of sustainable infrastructures that support sustainable ecological systems, the adaptation of traditional models of urbanism to changing conditions, and the future of urban economies as it relates to physical place-making.

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

• Demonstrate the ability to build abstract relationships and understand the impact of ideas based on research and analysis of multiple theoretical, social, political, economic, cultural and environmental contexts. This includes the wider range of media used to think about urban and regional design, including writing, investigative skills, speaking, drawing and model making.
• Develop an ability to utilize the technical instruments of the urban design field including: legal instruments, urban systems and their organization, the role of these varied elements in the implementation of design and their impact on the environment. This is inclusive of understanding and abilities at a range of scales from local to regional design and the implications of policy and design decision making at these ranges of scale.
• Manage, advocate and act legally, ethically and critically for the good of society and the public. This includes collaborative, professional and leadership skills, especially in the public arena.

The Bachelor of Arts degree in Geography emphasizes a growing field that offers a wide range of career options. Geographers study both natural science and social science. Natural science topics include spatial patterns of rocks, soils, animals, plants, climate and weather. Social science topics include spatial patterns of culture, policy, conflict, demographics, economics, resources and waste, with an emphasis on investigating the intersection of human activity and environmental processes. Geographers use a variety of geospatial technologies to map the world in different ways from the global to the local.

Geographers use data (environmental and social statistics, interviews, textual and landscape analysis and archival documents) to describe natural and social patterns. They then apply their knowledge of human and environmental processes to analyze why these patterns exist. Geographers work at the intersection of multiple disciplines—geology, ecology, climate science, urban planning, economics, sociology, computer science and the humanities—using this knowledge to examine spatial processes. Geographers use GIS software and remote sensing for spatial analysis and cartography.

Geography offers a unique way of seeing and understanding the world, combined with the ability to communicate this understanding to others.

The Geography major comprises the following concentrations:

• The Environmental Geography concentration prepares students to work as conservation or parks managers, surveyors, remote sensing technicians, ecologists, hydrologists, water resource managers, national park rangers, climatologists, meteorologists, hazards analysts, epidemiologists and climate change analysts.
• The Geographic Information Science concentration prepares students to work as analysts for the federal, state and local government, for businesses and non-profits. Geographic Information scientists also serve as GIS developers, remote sensors, instructors, web developers and cartographers.
• The Social Geography concentration prepares students to work as city engineers, urban planners, foreign affairs officers, preservationists, non-profit directors, demographers, cultural resources managers, lobbyists, congressional staffers, emergency management specialists, educators, journalists, community development directors, lawyers and market analysts.

The Bachelor of Arts degree in Philosophy gives students the opportunity to consider some of life's biggest questions, such as

• What is the nature of reality?"
• What (if anything) can I know with certainty?"
• What kind of life should I live?"

Philosophy students read, discuss and analyze texts from all of the traditional philosophical areas of study and historical periods. They become familiar with contemporary schools of thought and learn about the application of philosophy to other disciplines and professions. The program familiarizes students not only with the Western philosophical tradition, but also with schools of thought from a broad spectrum of non-Western cultures. The Philosophy major provides intensive training in argumentative writing, careful reading and critical and creative thinking, while also broadening students' intellectual, cultural and personal horizons.

The flexibility of the major's curriculum allows students to combine it with other majors or minors, depending on their career interests. In this way, students can tailor their educational experience to provide excellent preparation for a wide range of careers, including law, business, medicine, technology, public relations, government, journalism, education, writing, editing, communications and social work.

Program Learning Outcomes

Graduates of this program will be able to:

• Read, write and think critically and analytically.
• Consider and analyze differing viewpoints and various sides of an issue.
• Construct strong arguments and express them verbally and in writing.
• Think creatively and see alternative solutions to problems.
• Communicate effectively in both personal and professional settings.
• Demonstrate meaningful global literacy.
• Continue on a path of lifelong learning and inquiry, whether in graduate school or independently.
• Demonstrate a broad knowledge of the history of philosophy and of important contemporary questions, as well as a deeper, more specialized understanding of selected philosophical figures, issues and/or areas of inquiry.

The Bachelor of Technical and Applied Studies degree in Technical and Applied Studies is designed both for students beginning their academic study and for students with an associate degree or college-level coursework. The program accommodates varied educational backgrounds, develops competencies needed for success in a variety of work settings and offers major courses in schedules attractive to traditional students and to time- and place-bound adults.

Students construct a meaningful plan for using the curriculum to explore and prepare for their preferred futures by completing a cornerstone course. A capstone course features a synthesizing of learning focused on foundational competencies and developing an electronic portfolio. This enables students to collect artifacts of their learning, which can be used to advance their careers.

The Technical and Applied Studies major includes the following optional concentrations:

• The Applied Business concentration is an option for associate degree graduates or students with a business background who choose not to pursue the B.B.A degree, or for students who would like to gain knowledge about financial management, customer service, strategic management, labor students and leadership. The concentration includes a practicum.
• The Nonprofit-Human Services concentration provides students with the knowledge and competencies in areas such as grant writing and fundraising, mission and vision, advocacy and lobbying, risk management, board committee development, program planning, leadership and ethics, human resource development, youth and adult development, marketing, financial management and nonprofit management.

Students may also declare the Technical and Applied Studies major with no concentration. The stand-alone major offers a flexible and robust core of skills/knowledge-based courses, which bridge multiple disciplines in multiple colleges. The skill sets that are provided by this program are civic engagement, computer literacy, critical thinking, diversity and internationalization, ethics, information literacy, leadership, self-management, oral and written communication and mathematics.

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 Biomedical Sciences–Neurosciences is an inter-institutional program that allows students to complete research projects under the guidance of a neuroscience faculty member at Kent State University, Cleveland Clinic and Northeast Ohio Medical University (NEOMED). Students complete a common set of core courses that cover fundamental principles in neuroscience, from the cellular/molecular to the systems level. Students also complete elective courses tailored to their chosen subdiscipline. Areas of research focus on the neurosciences include behavioral neuroscience, sensory neuroscience, developmental neuroscience and neurodegenerative diseases.

The Master of Science degree in Biomedical Sciences–Neurosciences is offered in consortium with Cleveland Clinic and Northeast Ohio Medical University.

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

•     Publish their research in peer-reviewed journals.
•     Demonstrate the ability to teach undergraduate students.
•     Seek employment after graduation in fields that reflect their area of training.

The Bachelor of Science degree in Applied Engineering provides students instruction in basic math and science, engineering principles, processes, project management and personnel management. Students learn in the classroom, as well as through hands-on experiments and real-world internships.

The degree program can also function as a completer degree for students with an associate degree in engineering technology.

The Applied Engineering major comprises the following concentrations:

The Applied Engineering and Technology Management concentration provides a focus on the application of management, design and technical skills for system integration; the execution of new product designs; the improvement of manufacturing processes and the management; and direction of physical and/or technical functions of an organization. Students also understand materials, facility design, quality and safety.

The Foundry Technology concentration prepares students for employment in the metal casting industry. Students complete coursework in materials and processes, cast metals, metallurgy and material science, solid modeling and solidification. In addition, students apply their knowledge and skills in the capstone course on foundry tooling and pattern making. They also will gain experience with programmable logic controllers, hydraulics, pneumatics and computer-aided manufacturing.

Program Learning Outcomes

Graduates of this program will be able to:

• Develop technical competencies based on engineering principles.
• Integrate communications, social and physical sciences to develop critical thinking and quantitative skills.
• Develop the necessary skill set to solve complex technological problems from a systems and sustainability perspective.

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 Biological Data Analytics concentration combines required courses in data analytics and elective options in biology to provide students with the understanding of the type of data collected while conducting biological research and how to analyze it.

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 Education degree in Clinical Mental Health Counseling prepares students for employment as counselors in community-based human service agencies (e.g., substance abuse facilities, mental health centers, child and family service agencies) and private counseling facilities.

This program is designed to fulfill the educational requirements for licensure as a Licensed Professional Counselor in the state of Ohio.

State and Federal background checks are required for internship experiences and to apply for Counselor Trainee status. See the Practicum and Internship Coordinator for more information.

The Master of Arts degree in Computer Science enables students with a bachelor's degree in any area to enter the many fields that require both computer science skills and skills gained in a student's prior studies. The program requires no prior computer science training and covers a breadth of knowledge in advance computer science topics that can also be used to solve problems in the field of the student's bachelor's degree.

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.