Master of Science in Computer Science - Computational Data Science (STEM)

at Kent State University USA

The Bachelor of Arts degree in Biology is for students who are interested in the biological sciences, but who also want a degree with a strong liberal arts component. This program provides a basic background in biology while offering the opportunity to take a wide range of classes in other disciplines.

Biologists work in a variety of settings, and career opportunities are available in government agencies, privately owned companies and non-profit groups. Graduates may also choose to further their education beyond a bachelor's degree by attending graduate or professional school. 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:

• Understand the fundamental biological principles.
• Acquire the fundamental skills necessary for laboratory and field investigations.
• Conduct proper experimental design, analyze biological data and communicate research results.
• Know and appreciate the role that biology plays in societal issues, such as those related to the environment, biodiversity, ethics, human health and disease.

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 Media and Journalism is designed to give students a solid background in preparation for a professional career. Students are able to take a mix of online and face-to-face courses that allow them to craft a graduate degree that reflects their career interest. Courses are dynamic, challenging and professionally relevant. With small class sizes, students are able to learn from their professors and from the experiences of their fellow classmates, many of whom are working media professionals or nationally recognized journalism educators.

The Media and Journalism major offers the following optional concentration:

• The Journalism Education concentration is intended for those seeking to teach or advise student journalists. The program is affiliated with Kent State's Center for Scholastic Journalism, and faculty include some of the most-recognized high school journalism educators in the country. The coursework focuses on concepts and lessons that can be used in a teacher's classroom right away, with a professional project as the culminating requirement.

Students not selecting the concentration work with their advisor to plan a course of study that meets their professional needs, with the culminating requirement of either a thesis or professional project.

The School of Media and Journalism provides its students with a strong foundation to achieve their goals in the rapidly changing media industry. All students take a series of core courses that provide the foundation for a career in media and journalism and develop a specialization through the selection of elective courses that can be within or outside of the school. One student may choose to hone skills as a multimedia journalist focusing on public affairs, while another may seek to develop expertise as a public relations professional for not-for-profit organizations.

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

• Communicate effectively across multiple platforms.
• Demonstrate an understanding of relevant ethical and legal frameworks in their disciplines.
• Ground their professional work in relevant theories.
• Represent high levels of professionalism.

The Master of Arts in Economics degree provides prepares graduates for a career as an analyst in government or the private sector, as well as for doctoral study.

The Economics major comprises the following concentrations:

• The Economic Analysis concentration has a distinct advantage for students in its focus on the development of strong analytical and quantitative skills. Students are well-trained in the application of economic theory and methods of statistical analysis.

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

• Understand and apply fundamental economic concepts.
• Formulate and test hypotheses.
• Access and use appropriate information.
• Demonstrate analytic and quantitative skills.

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 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 Globalization and Intercultural Competence concentration is designed for teachers who are searching for research-based solutions to the learning and teaching of international students and/or who want to build intercultural competence to meet the demands of growing or changing immigrant and refugee populations in the classroom.

The Master of Arts in Economics degree provides prepares graduates for a career as an analyst in government or the private sector, as well as for doctoral study.

The Economics major comprises the following concentrations:

• The Financial Economics concentration is primarily designed for students who wish to pursue careers in the financial services industry, including commercial banking, investment banking, insurance, real estate and financial advising.

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

• Understand and apply fundamental economic concepts.
• Formulate and test hypotheses.
• Access and use appropriate information.
• Demonstrate analytic and quantitative skills.

The Master of Fine Arts degree in Theatre Design and Technology is a terminal degree designed for those who are interested in achieving the artistry and skills necessary to qualify as practicing professionals in the entertainment industry and/or professional theatre educators. The program is a three-year course of study with a flexible curriculum for students to explore areas of special interest.

The Theatre Design and Technology major comprises the following concentrations:

• The Lighting Design concentration balances instruction and experience in lighting design with instruction and experience in lighting technology. Studies include digital rendering, CAD, lighting technology and automated lighting. Students research and study all of aspects of theatrical lighting, including the design process from concept to execution, communication skills, integration of technology into design, documentation of the work and critical evaluation of the work.

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

• Acquire creative and technical ability to develop the design of a production from concept to finished product.
• Acquire advanced abilities in the unification of all design elements used in professional production.
• Understand analytical or academically oriented theatre studies in areas related to and supportive of the work in the major field such as history, theory, dramatic literature and performance studies.
• Understand information resources associated with theatrical design and production.
• Produce full working drawings for mounted productions.
• Analyze text, music and dance and the ways that historical, critical and theoretical content inform playwriting, acting, directing and design.
• Communicate ideas clearly and effectively to the theatre community, production teams and the public.
• Know the history of their area of specialization and have the ability to integrate that history into production design.
• Know current technology, tools and methods in their area of specialization and have the ability to integrate technology into production design.
• Know health and safety practices associated with theatre production.
• Communicate and navigate effectively within the field of professional theatrical production design.
• Demonstrate an understanding of professional ethics and practice.

The Bachelor of Radiologic and Imaging Sciences Technology degree is designed for students pursuing studies related to medical imaging.

Job opportunities for CT and MRI technologists, sonographers and therapists exist in hospitals, surgical centers, clinics, physician offices and other healthcare facilities. .

The Radiologic and Imaging Sciences major comprising the following concentrations:

• The Computed Tomography concentration uses specialized x-ray equipment to create sectional images of the human body. Each cross-sectional image reveals complex information about body structures that are used for a variety of reasons (i.e., diagnostic, treatment planning, interventional or screening).
  • Computed Tomography concentration for students who completed an A.A.S. degree in Radiologic Technology, Nuclear Medicine or Radiation Therapy
  • Computed Tomography concentration for students who completed a hospital-based certificate or A.T.S. degree in Radiologic Technology and American Registry of Radiologic Technologist certification examination
• The Diagnostic Medical Sonography concentration uses medical ultrasound (high frequency sound waves that produce images of internal structures) to diagnose a variety of conditions and diseases, as well as monitor fetal development.
  • Diagnostic Medical Sonography concentration for new students (freshmen) and students who completed an associate degree
  • Diagnostic Medical Sonography concentration for students who completed an A.A.S. degree in Radiologic Technology
  • Diagnostic Medical Sonography concentration for students who completed a hospital-based certificate program or A.T.S. degree in Radiologic Technology and American Registry of Radiologic Technologist certification examination
• The Magnetic Resonance Imaging concentration uses a powerful magnet, radio waves, and computers to create sectional images of the human body. The images reveal complex information about body structures and the chemical changes that occur as a result of the onset of disease.
  • Magnetic Resonance Imaging concentration for students who completed an A.A.S. degree in Radiologic Technology, Nuclear Medicine or Radiation Therapy
  • Magnetic Resonance Imaging concentration for students who completed a hospital-based certificate or A.T.S. degree in Radiologic Technology and American Registry of Radiologic Technologist certification examination
• The Radiation Therapy concentration uses specialized high energy treatment units to administer therapeutic doses of radiation to cancer patients.
  • Radiation Therapy concentration for new students (freshmen) and students who completed an associate degree
  • Radiation Therapy concentration for students who completed an A.A.S. degree in Radiologic Technology
  • Radiation Therapy concentration for students who completed a hospital-based certificate program or A.T.S. degree in Radiologic Technology and American Registry of Radiologic Technologist certification examination

The Bachelor of Science degree in Aeronautical Systems Engineering Technology prepares graduates to enter careers in the design, installation, manufacturing, testing, evaluation, technical sales and maintenance of aeronautical/aerospace systems. Students gain technical expertise in engineering materials, statics, strength of materials, applied aerodynamics, applied propulsion and electronics. Graduates  have strengths in the analysis, applied design, development, implementation and oversight of more advanced aeronautical/aerospace systems and processes.

Information on the program’s education objectives and student enrollment and graduation data can be found on the college website.

Program Learning Outcomes

Graduates of this program will be able to:

• Apply knowledge, techniques, skills and modern tools of mathematics, science, engineering, and technology to solve broadly defined engineering problems appropriate to the discipline.
• Design systems, components, or processes meeting specified needs for broadly defined engineering problems appropriate to the discipline.
• Apply written, oral, and graphical communication in broadly defined technical and non-technical environments; and an ability to identify and use appropriate technical literature.
• Conduct standard tests, measurements, and experiments and to analyze and interpret the results to improve processes.
• Function effectively as a member as well as a leader on technical teams.