Master of Science in Data Science (STEM)

at Kent State University USA

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 Bachelor of Arts degree in German provides instruction designed to develop competence in oral and written communication; insights into language form, usage and meaning; and knowledge of German literature, cultural history and contemporary issues. Additionally, students will be introduced to basic skills in German-to-English translation.

The flexibility of the major makes it easy to combine with a second major, such as the History, International Relations or Political Science major or another foreign language major.

Students wishing to teach may combine the German major with the Education minor to prepare for multi-age (K–12) teacher licensure in Ohio.

Program Learning Outcomes

Graduates of this program will be able to:

• Perform language tasks at intermediate high and advanced low levels of proficiency as described by the American Council on the Teaching of Foreign Languages (ACTFL) Proficiency Guidelines. Proficiency, in ACTFL terms, is understood to describe a range of qualities rather than an absolute norm and will vary according to task type, language function, topic, skill (listening, speaking, reading, writing) and so forth.
• Contribute to most informal and some formal conversations with sufficient accuracy, clarity and precision to convey their intended message without misrepresentation or confusion.
• Read a wide variety of texts written for native speakers of German and not edited or adapted for non-native speakers.
• Compose routine social correspondence and write cohesive summaries, narratives and descriptions of a factual nature in German.
• Demonstrate an historical knowledge of German history and culture and understand the diverse nature of culture throughout the ages.
• Discuss cultural differences, distinguishing between fact, opinion and stereotypes.
• Communicate effectively and sensitively to diverse ethnic and cultural groups.
• View concepts, issues, events and themes from the perspectives of diverse ethnic and cultural groups.
• Esteem diversity.
• Maintain an ongoing assessment of their own cultural values and behaviors.

The Bachelor of Science degree in Emerging Media and Technology offers students the space to play, imagine and solve problems. The degree program draws on a number of disciplines, including emerging media, design, information sciences, human-computer interaction and communication. The technology curriculum is grounded in social science and the humanities, introducing students to theories of how technology shapes and changes people and societies. Students learn technical applications and skills in problem solving, design, user experience, creative applications and programming. Students synthesize technical and organizational skills in a series of experiential, hands-on and project-based courses in which they work collaboratively in interdisciplinary teams.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate competency in the technical skills needed to pursue jobs in emerging media and technology, which includes web development, coding, data, human-computer interaction, creative applications, programming and problem-solving.
• Utilize emerging media technologies to design better experiences, improve existing systems and analyze digital social structures.
• Recognize the rapidly changing nature of emerging media and technology and learn the skills needed to adapt.
• Apply interdisciplinary solutions to solving technical, social and human problems related to emerging media and technology.
• Employ teamwork and project management as a problem solving technique.
• Critically analyze the effectiveness of their own work and the work of others.

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 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 Master of Education degree in Health Education and Promotion is designed to enable individuals to pursue their diverse interests in the field while addressing the competencies essential to the professional development of health educators

Students in the program utilize theoretical models of attitude and behavioral change in assessing educational needs, designing educational interventions, evaluating the effectiveness of program efforts, and advocating for creative and competent health education opportunities. These skills prepare graduates for various employment positions in local, state and national government; K-12 schools and community colleges; health care facilities; worksite wellness programs; and nonprofit organizations.

The Health Education and Promotion major comprises the following concentrations:

• The Community Health concentration provides background for those who will be involved in positions of leadership in a wide variety of health-related community settings, as well as for those who plan to pursue doctoral work in fields related to health education and health promotion. Students in the concentration can pursue certification as a Certified Health Education Specialist (CHES) or Master Certified Health Education Specialist (MCHES).

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 Master of Education degree in School Psychology provides a focus on the core principles and foundations of the practice of school psychology. The M.Ed. degree is not considered a terminal degree and is not sufficient for earning the Ohio state license in school psychology.

Additional training beyond the M.Ed. (e.g., an Ed.S. or Ph.D.) is required in order to gain the credential of 'school psychologist' at the state (i.e., Ohio Department of Education) and national (i.e., through the National Association of School Psychologists national certification program) levels as well as for licensure and practice in most states.

The Master of Fashion Industry Studies degree in Fashion Industry Studies robustly addresses the highly interdisciplinary character of practice within fashion as a product-driven industry with a unique set of parameters that transverse many traditional academic boundaries.

Fashion Industry Studies is an initial master's level degree for the academic advancement of students to engage in learning and experiences applicable to the fashion industry. The degree program prepares professionals who intentionally use cross-disciplinary and applied research methods to address complex issues derived from the industry setting and provide impactful research-based solutions for the fashion industry.

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

• Demonstrate a capacity for critical analysis of the fashion industry supply chain from fiber to the consumer to identify pertinent issues.
• Demonstrate the ability to utilize cross-disciplinary and applied research methods with appropriate knowledge and technologies.
• Demonstrate the critical generation of pragmatic solutions based on testing and experimentation that connect research findings to fashion industry issues.
• Demonstrate abilities to effectively synthesize and present innovative and pragmatic research-based solutions applicable to the fashion industry.

The Master of Science degree in Geography prepares graduate students for careers in both the academic field and non-academic jobs in various private and governmental agencies, in areas such as urban/economic geography, social geography, physical/environmental geography, and geographic information technology. Students learn geographic thought, research techniques and topical specialties while preparing to conduct original research.