Master of Science in Clinical Epidemiology (STEM)

at Kent State University USA

The Master of Science degree in Data Science provides a focus on developing scientists who will understand the theories, methods and tools of data science and apply data science to solving research and workplace questions in the natural, health and social sciences for businesses and industries.

Data science is an emerging STEM discipline founded on the principles of mathematics and the sciences and developed through a synthesis of mathematics and computer science. One may think of data science as a blending together of methods and ideas from analysis, statistics, databases, big data, artificial intelligence, numerical analysis, graph theory and visualization for the purposes of finding information in data and applying that information to solving real-world problems.

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

• Ask the questions so that problems in a particular business or industrial situation become clear.
• Determine if the problem may be addressed with data science methods and tools, and if yes, propose potential methods for solving the problems.
• Make suggestions for how data science may be used to enhance the quality and value of currently existing products (whether the products are physical or methods) and how data science may be used in the development of new products.

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 Landscape Architecture I degree in Landscape Architecture is a professional program that prepares graduates for active, creative and leadership roles in landscape architecture profession through inclusive and interdisciplinary design methodologies that are focused on issues surrounding urban landscapes, ecologies and social concerns.

Students are engaged in issues — ranging from hydrology in the Great Lakes and Ohio River Basins watershed to the role of urban landscapes associated with industrial cities. In addition, they study matters of global significance relating to the role of landscape and design relative to reclamation of urban vacancies, infrastructural systems, natural resources, climate change, water quality for health and social justice and cultural landscapes.

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

• Pursue careers in landscape architecture
• Synthesize higher-level learning necessary to practice landscape architecture; and develop critical understanding through increased independent, collaborative, interdisciplinary and course-based research.
• Establish a design process that is firmly based upon research, technology and artistic expression.
• Appraise and understand geo-cultural differences and develop skills to engage local phenomena.

The Bachelor of Science degree in Agribusiness is designed to meet the agribusiness industry's needs for professionals and entrepreneurs who have the educational background to become successful decision-makers in the rapidly changing agribusiness world. Students take a blend of courses in business and agriculture, giving them a balance between the decision-making framework of business and the technical aspects of modern agriculture and food systems. In addition, students have the opportunity to interact with agribusiness professionals as invited speakers in the classroom and in work-related internships.

Program Learning Outcomes

Graduates of the program will be able to:

• Demonstrate in-depth knowledge of the agribusiness industry
• Evaluate and apply agriculture principles, methods and techniques in an agribusiness environment
• Possess strong analytical and problem-solving skills to identify and critically assess problems facing the agribusiness industry
• Work effectively in a team-based environment
• Communicate clearly and effectively both orally and in writing
• Use computer technology and mathematical reasoning
• Demonstrate ethical and professional understanding and conduct

The Bachelor of Science degree in Animation Game Design provides the key concepts, creative tools and principles of diverse skills in fundamental and advanced technical knowledge of modeling, animation and game design.

The degree program prepares students for careers by developing technical competency, creative/independent problem solving and conceptual understanding necessary for the challenges of a career in the creative industries. Upon graduation, students have created a professional-quality portfolio to enter the field of content creators and are prepared for jobs in technical illustration, two- and three-dimension modeling, game design, animation, artistic production, and exhibition. Students are guided in selecting courses that support a given concentration. They can take courses in various aspects of art, design, and film/video.

The Animation Game Design major comprises the following concentrations:

• The Animation concentration involves bringing motion to still objects or displaying a sequence of still images to create the illusion of motion or life. Animation involves more than just character motion; it includes motion graphics, video editing, special effects, cameras and video output. Students learn how to animate characters, elements of environments and graphics. Two- and three-dimension models are animated as necessary, via a combination of manual animation, procedural tools and physical simulation.
• The Game Design concentration provides the environment and content creation in two- and three-dimension models. The focus is on the design part of game environments to be used on platforms such as personal computers, smart phones and game consoles.  Students learn the importance of two- and three-dimension model creation for specific games used for simulation, training, entertainment and measuring educational outcomes.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate current skills in two- and three-dimension modeling, animation and game design.
• Apply design thinking to technological problems, including demonstrating familiarity with design thinking applicable to their professional work.
• Demonstrate an understanding of the ethics (and legal issues) closely associated with fields of modeling, animation and game design.
• Demonstrate effective communication skills—both verbally and in written form—with technical, business and design professionals, including effective communication as individuals and as part of a project team.
• Participate in, and lead, multidisciplinary project teams, demonstrating theoretical and practical understanding of team dynamics.
• Demonstrate appreciation for diverse cultures and individual differences, and reflect that appreciation in their work.
• Engage in continuous learning, as well as research and assess new ideas and information to provide the capabilities for lifelong learning.

The Bachelor of Science degree in Mechatronics Engineering integrates mechanical, electrical, computer and controls engineering to understand automated machinery, specifically, how to design it and how to make it work. Mechatronics engineering 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 or machinery on manufacturing lines, boilers and aircraft to reduce labor costs, increase precision and accuracy and provide quality and safety for workers. Mechatronic devices can be found in agriculture, hospitals, buildings, homes, automobiles, manufacturing plants, the toy and entertainment industry and in aids for the elderly and disabled.

Program Learning Outcomes

Graduates of this program will be able to:

• 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, manufacturing and sustainability
• Use the techniques, skills and modern engineering tools necessary for engineering practice.

The Bachelor of Science degree in Applied Mathematics emphasizes the tools most useful in science, engineering and technology applications: mathematical modeling, scientific computing and probability and statistics.

The Applied Mathematics major comprises the following concentrations:

• The Probability and Statistics concentration emphasizes the mathematics underlying processes that involve randomness and the mathematical tools used in the analysis of data.

The Master of Arts degree in Philosophy offers intensive, in-depth study of philosophy, with particular attention to the diversity of philosophical methods, perspectives and traditions, as well as their relation to other disciplines.

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

• Demonstrate knowledge of the history of philosophy from the classical period to the present day, of the various fields of philosophical inquiry, and of central philosophical questions, both historical and contemporary.
• Articulate and defend their positions through philosophical argumentation in both written and oral form.
• Successfully navigate the professional academic world and prepare strong applications to doctoral programs, if they choose to continue their studies after completion of the master's degree.

The Bachelor of Arts degree in Visual Communication Design prepares students for the graphic design and illustration professions. Students develop technical understanding and design skills in the organization of imagery and typography to communicate information in two-dimensional and three-dimensional forms. Students produce work for print, motion, video, screen displays, and interactive experiences, as well as package design, exhibition design, and environmental wayfinding.

This program focuses on design and illustration in the context of a broad liberal arts program, giving students the flexibility to choose 20 percent of their coursework (with guidance). This provides the opportunity for students to take a variety of courses to complement their design degree. Students learn at the intersections of communication, information, and technology. The B.A. degree program is for students planning to attend a graduate program or plan to pair their visual communication design degree with another field of study.

For students looking to work as a design professional, the B.F.A. program is recommended.

Through a core of diverse theory- and practice-based courses, students learn basic concepts that apply across the range of college programs and develop a sense of professional expectations and build toward interdisciplinary thinking and application.

There are many study abroad/away opportunities. For more information contact the Office of Global Education or coordinator of the college's International Study Programs.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate an understanding of the ethics (and legal issues) closely associated with fields of visual communication.
• Demonstrate an understanding of traditional hands-on skills relative to craftsmanship. Students will demonstrate an understanding of the basic use of digital technologies as they relate to their areas of study.
• Demonstrate an ability to create visual response to communication problems, including understanding of hierarchy, typography, aesthetics, composition and construction of meaningful images.

The Master of Education degree in Special Education provides students with advanced understanding of contemporary research and practice issues in special education. Students in the program are typically interested in pursuing enhanced professional competence, career advancement, leadership roles, advocacy and systems change; or they may be wanting to prepare for doctoral-level study. Students do not need to have an undergraduate degree in special education (or in education) to be successful in the master's degree; however, should be motivated to develop a deeper understanding of the field of special education.

The M.Ed. degree program does not prepare students for teacher licensure; however, some of the coursework required for the degree may count toward licensure. Students interested in both licensure and a M.Ed. degree will need to apply and be fully admitted into both the master's degree and the non-degree graduate licensure preparation program.

The Special Education major comprises the following concentrations:

• The Deaf Education concentration focuses on needs of students who are deaf or hard of hearing.