Master of Arts in Biology - Biological Data Analytics

at Kent State University USA

The Bachelor of Science in Information Technology degree in Information Technology provides students with an applied approach that focuses on supporting end-users in a variety of workplace settings by utilizing a range of computing technologies. The degree program gives students the tools to support computing and network infrastructures and the needs of individuals and organizations, write programs necessary to help them render their tasks more efficiently on their desktop or mobile devices, utilize databases and write the web-based interfaces to pull the data, and code and deploy applications across the cloud.

Graduates are qualified to work in a wide range of computer and network infrastructures in small to large-sized enterprises in such positions as: web or software developer; hardware, network, cloud, virtualization technician or engineer; IT support specialist or consultant; help desk, network, or IT project manager; security or forensic analyst; and systems, network or database administrator in all sectors of business, education, manufacturing, healthcare, non-profit, and government.

The Information Technology major comprises the following concentrations:

• The Application Development concentration provides students with the ability to program in languages typically utilized in contemporary business environments. Students will code in applications such as Visual Basic, C++, Java, C# and other industry-standard applications to develop programs employing event-driven and object-oriented techniques.
• The Cybersecurity and Forensics concentration places an emphasis on security of computer and network systems, including forensic work to prevent and/or determine and correct security issues utilizing cybersecurity devices, procedures, tools, and solutions.
• The Database Design and Administration concentration focuses on skills needed to become a database manager. Topics include relational database design; working with database servers, users, and permissions; SQL statements used for queries and reports; and incorporating databases into programming used in web-based and desktop forms.
• The Health Information Technology concentration provides students with the tools to install, manage, troubleshoot and secure hardware and software systems in healthcare environments. The course of study includes health IT privacy, security, EHR Implementation and support, mobile device management, technology and application life-cycle management, organizational behavior, medical business operations and regulatory requirements.
• The Integrated Information Technology concentration is ideal for students who want a flexible course of study for positions that require IT staff to perform a wide range of technical duties.
• The Internet/Multimedia concentration focuses on scripting, server-side form handling, web database integration, and interactive and dynamic multimedia Internet development.
• The Networking concentration focuses on configuring and maintaining network information systems and components in various network operating system and cloud computing environments that are prevalent in today's businesses. The emphasis is on network administration (i.e. managing Active Directory and network services), servers, workstations, virtualization, security, troubleshooting, installation, and maintenance.

The Master of Science degree in Biomedical Sciences–Cellular and Molecular Biology prepares creative research scientists for careers in teaching, research and biotechnology. Graduates possess an in-depth comprehension of experimental design at the cellular and molecular levels of biological organization, as well as competency in current techniques in the discipline. Major research emphases include signal transduction, biochemistry and pathobiology, gene regulation, cell systems biology, cell and tissue ultrastructure, membrane structure and function, molecular aspects of neurobiology and endocrinology, genetics and metabolism of microorganisms, virology and immunology and enzymology with an emphasis on protein dynamics and folding, as well as cytochrome P-450s.

Program faculty are drawn from several departments at Kent State University, University of Akron, Cleveland Clinic Foundation and Northeast Ohio Medical University (NEOMED). Additional participant faculty are located at area clinical facilities and hospitals. This multi-departmental and inter-institutional structure gives master's student access to the talents of a broadly diverse research faculty, as well as significant research facilities and resources.

The Master of Science degree in Biomedical Sciences–Cellular and Molecular Biology is offered in consortium with Cleveland Clinic, Northeast Ohio Medical University and the University of Akron

The Biomedical Sciences–Cellular and Molecular Biology major comprises the following concentrations:

• Cellular Biology and Structure
• Molecular Biology and Genetics

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 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 Aeronautics provides an education in aviation that produces professionals to operate the National Airspace System in the 21st century.

The Aeronautics major comprises the following concentrations:

• The Aeronautical Studies concentration prepares students for entry-level technological positions in aviation and related areas. Although focused on a broad foundation of aeronautically related subjects, the program also provides a significant number of electives that allow students to explore other areas of interest or earn a minor in a particular area of study. It is well suited for those entering the program with previous flight experience or transfer credits from an accredited university.
• The Air Traffic Control concentration prepares students for professional work in air traffic control and management. Originally, as part of the Federal Aviation Administration’s Air Traffic–Collegiate Training Initiative (CTI), the concentration provides practical simulation-based training in air traffic control that enables the CTI graduates to work as air traffic controllers and managers in the National Airspace System.
• The Aviation Management concentration prepares students for entry-level management supervisory and administrative positions in aviation and other aviation-related professional fields. This course of study combines technical and aeronautical courses with courses in management and information systems. Students entering this program should have a technical interest, mathematical proficiency and an ability to develop analytical and communicative capabilities.
• The Professional Pilot concentration is designed for students who aspire to become professional pilots. This concentration stresses subjects associated with flight systems, propulsion, structures and electronics. Students entering this program should have a strong desire for excellence in aviation as well as the flying skills required of a professional pilot.
• The Unmanned Aircraft Systems Flight Operations concentration is for students who aspire to become professional Unmanned aircraft pilots (drone pilot).  This concentration is focused on the safe operations of unmanned aircraft systems, regulations, the technology of autonomous systems and policy regarding the operations of unmanned aerial elements. 

Program Learning Outcomes

Graduates of this program will be able to:

• Apply knowledge of math, science and the applied sciences to aviation-related disciplines.
• Analyze and interpret data.
• Understand and master the fundamental concepts and skills of airplane flight.
• Communicate effectively through written and oral means.
• Recognize the need and develop the cognitive abilities to engage in life-long learning by successfully contending with changing technologies, regulatory policies and procedures, market forces and the highly dynamic operational environment of commercial flight and professional aviation.
• Understand contemporary issues that affect aviation.
• Use the techniques, skills and modern technology necessary for professional practice.
• Understand the national and international aviation environment.
• Apply pertinent knowledge in identifying and solving problems.
• Know and understand the technical details involved in the effective management of employees and operational systems in professional aviation.

The Master of Arts degree in Ethnomusicology is designed to offer students a solid foundation in regional studies of music style, performance practice, history and cultural associations in order to prepare students for continued graduate studies at the doctoral level and/or public sector careers in world music. The program integrates theoretical perspectives relevant to the discipline with these practical aims, so that students can communicate effectively with persons within and outside the field of ethnomusicology. While a balanced global coverage is emphasized, Kent State music faculty focus on studies in Central Africa, mainland Southeast Asia, East Asia, the Caribbean, North and South America and the Middle East, as well as popular music studies. Theoretical concerns include sociocultural identity, semiotics, gender studies, politics and power, ritual studies, globalization and hybridity, as well as studies in inter-related arts (e.g., dance and theatre).

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

• Recognize, identify, interpret and discuss theoretical concerns and important contributions of historical figures in the field of ethnomusicology, as well as representative music styles from different historical periods, countries and ethnic populations.
• Demonstrate and apply fieldwork techniques including proficiency with photography, videography and audio recording, interviewing and participant-observation research.
• Demonstrate the ability to plan and execute an efficient and productive lecture presentation in an academic setting for use at professional conferences, concert performances and classroom teaching that includes time management, clear and effective explanation, efficient use of multi-media, and successful question and answer interactions.
• Utilize and discuss theoretical issues related to ethnomusicology and related disciplines, such as socio-cultural identity, semiotics, gender studies, politics and power, ritual studies, globalization and hybridity.
• Identify, explain, and utilize performance pedagogy.
• Analyze compositional forms, appropriate to the specific vocal or instrumental areas of study.
• Display performance and interpretation skills in music.

The Master of Education degree in Reading Specialization develops practical and professional knowledge that is essential for educators concerned with the improvement of literacy at all instructional levels. Students study the nature of the reading and writing processes; the interrelationships between language, literature and literacy; literacy learning and teaching; the nature and needs of students who find reading and writing difficult; reading and writing as vehicles for learning and enjoyment; and the role of research in literacy instruction.

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

• Demonstrate outstanding or satisfactory knowledge of the foundations of reading and writing processes and instruction.
• Use a wide range of instructional practices, approaches, methods and curriculum materials to support reading and writing instruction.
• Use of a variety of assessment tools and practices to plan and evaluate effective reading instruction.
• Create and engage their students in literacy practices that develop awareness, understanding, respect and valuing of differences in society.
• Create a literate environment that fosters reading and writing by integrating foundational knowledge, use of instructional practices, approaches and methods, curriculum materials and the appropriate use of assessments.
• View professional development as a career long effort and responsibility.

The Master of Science degree in Exercise Physiology prepares graduates for a wide variety of career options, including exercise prescription and research, as well as future doctoral study. Representative faculty research includes the areas of body composition, metabolism/nutritional requirements, environment, clinical exercise physiology and the physiology of aging as it is influenced by physical activity and fitness.

Athletic training faculty also support the degree path with their areas of expertise in clinical and educational research in the field of athletic training.

The Exercise Physiology major includes the following optional concentration:

• The Athletic Training concentration is designed to serve the needs of post-certification (or certification-pending) students who wish to further their knowledge and skills in the athletic training profession while pursuing a master's degree. Students have the opportunity to pursue advanced clinical and academic training while obtaining knowledge and skills relative to effective clinical instruction and supervision. Advanced research skills are also a critical component to this advanced track program. Opportunities to perform research independently and/or in conjunction with program faculty are widely available.

Program Learning Outcomes

Graduates of this program will be able to:

• Pass one of the American College of Sports Medicine's (ACSM) or NSCA exams: Certified Exercise Physiologist (C-EP) or Certified Strength and Conditioning Specialist (CSCS).
• Demonstrate understanding of the physiology of human movement across the lifespan.
• Demonstrate detailed knowledge of the anatomy and physiology of the human and health and disease.
• Demonstrate knowledge of the pathophysiology of disease, risk factors and special exercise populations, according to the American College of Sports Medicine.

Graduates of the Athletic Training concentration will be able to:

• Apply the principles of the research process in athletic training by engaging with faculty and clinical staff in graduate research initiatives.
• Engage health care professionals and apply the knowledge gained, through their education in both the classroom and clinical settings.
• Engage in program improvement as part of a continuous quality improvement initiative by evaluating the effectiveness of the program through multiple evaluation resources.

The Bachelor of Science degree in Aerospace Engineering focuses on the application of engineering principles to the design, manufacturing, and functionality of aerospace vehicles such as aircraft, missiles and spacecraft, to include autonomous and semi-autonomous unmanned aerial systems. Students gain an in-depth knowledge of aerodynamics, engineering materials and processes, structures, propulsion, flight mechanics, and control, while being exposed to orbital mechanics, space structures, and rocket propulsion.

Program Learning Outcomes

Graduates of this program will be able to:

• Identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics
• Apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors
• Communicate effectively with a range of audiences
• Recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts
• Function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives
• Develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions
• Acquire and apply new knowledge as needed, using appropriate learning strategies

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 Bachelor of Science degree in Actuarial Mathematics prepares students for the actuarial profession. Actuaries are professionals who manage risk. They predict the likelihood of future events and model the financial impact of future scenarios. They find creative ways to mitigate the undesirable effects of future events. Although most actuaries are employed in the insurance and financial industries, many others work in the transportation, environmental, medical and manufacturing industries, as well as in government.

The Actuarial Mathematics major is highly interdisciplinary, integrating substantial coursework in business, computing and communications with a solid core of mathematics and statistics. Kent State University is one of only four institutions in Ohio to receive the Universities and Colleges with Actuarial Programs-Advanced Curriculum designation from the Society of Actuaries. The Kent State program prepares students for the first four of a series of examinations to receive professional certification as an actuary.

Program Learning Outcomes

Graduates of this program will be able to:

• Reason mathematically by using precise definitions, articulating assumptions and reasoning logically to conclusions.
• Engage effectively in problem solving by exploring examples, assessing the correctness of solutions and interpreting solutions in an actuarial context.
• Define, interpret and apply standard actuarial notation, terminology and formulas.
• Analyze various streams of cash flows, both certain and contingent.
• Apply methods from probability, statistics and stochastic processes to the solution of problems in actuarial science, finance and economics.
• Communicate solutions of mathematical problems clearly, both orally and in writing.
• Employ commonly used computer programming languages and software packages to solve problems in actuarial science, finance and economics.
• Demonstrate fundamental knowledge of finance, economics and accounting.