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

at Kent State University USA

The Bachelor of Science degree in Chemistry is designed to provide a thorough foundation in the various fields of chemistry and the related sciences. The program is for students planning careers in the chemical industries or governmental laboratories, or who intend to do graduate work in chemistry. Students in the program have the opportunity to participate in an exchange program with the University of Leicester in England.

The Chemistry major comprises the following concentrations:

• The Biochemistry concentration provides strong preparation for students interested in pursuing graduate studies in biochemistry or planning a career as a practicing biochemist in industrial research and development, government research laboratories or in academia. It also provides ideal preparation for students intending to pursue a Doctor of Pharmacy degree, having been designed to closely fit the requirements for admission to the Northeastern Ohio Medical University (NEOMED). With careful planning students may transfer to NEOMED after three years at Kent State, using 16 credit hours of courses from NEOMED to complete their Kent State degree requirements. With the selection of appropriate elective courses, this concentration meets the minimum requirements for certification by the American Chemical Society.
• The Biochemistry–Pre-Medicine/Pre-Osteopathy/Pre-Dentistry concentration is the recommended track for students intending to go on to medical or dental school.
• The Chemistry concentration is designed for students interested in careers as practicing chemists in industrial research and development, in government research laboratories or in academia. It includes a strong foundation in both chemistry and related disciplines (physics and mathematics) and provides opportunities to pursue advanced chemistry electives. This concentration meets the requirements for certification by the American Chemical Society and is ideal for students who plan to pursue graduate studies in chemistry.
• The Industrial Chemistry concentration provides solid background training in the major areas of chemistry, as well as practical training and related experiences in fields sought by local and regional chemical industries.
• The Materials Chemistry concentration is recommended for students interested in pursuing graduate study or industrial careers in materials science, including nanotechnology. Its requirements, similar to those of the traditional chemistry concentration, provide an opportunity for more in-depth study in the synthesis and characterization of inorganic and organic materials, including polymers.

The Bachelor of Science in Education degree in Middle Childhood Education prepares students for teacher licensure in selected subject areas, plus reading, for grades four to nine. In addition to content coursework and a substantial amount of field experiences, the Middle Childhood Education major includes intensive pedagogy courses that prepare students to understand the unique social, physical, cognitive and emotional needs of the young adolescent; these courses are taken as a cohort. Student teaching occurs during the final semester of the program.

Students choose two concentrations from the following:

    The Language Arts concentration includes courses in communication, grammar, literature, reading and writing.
    The Mathematics concentration includes courses in algebra, trigonometry, calculus, geometry and statistics.
    The Science concentration includes diverse courses in chemistry, biology, geology and physics.
    The Social Studies concentration includes diverse courses in economics, history, political science and geography.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate the knowledge, skills and disposition needed to work collaboratively with diverse others.
• Demonstrate content knowledge in two licensure specialization areas.
• Demonstrate in-depth instructional and planning skills to effectively meet the needs of all their students.

The Bachelor of Business Administration degree in Computer Information Systems provides students with a focus on the creation and supervision of the information systems that are commonly used in organizations of all types and sizes. There is a primary emphasis on problem-solving involving cloud computing systems and infrastructure, creating intuitive systems, business modeling and agile design, data management and business intelligence, cloud systems integration and project management and business experience.

Examples of information systems include airline reservation systems, mobile apps, bank automated teller systems, trading systems for stock exchanges, social media platforms and accounting/auditing systems.

Students can select electives to complement their knowledge base and interests such as in application design and development and other computing infrastructure that focus on the creation and maintenance of application used in smart phones and similar technologies and prepares students for careers as development engineers and system analysts. Students learn to use and manage cloud-based platforms to support and manage business processes and operations in organizations. Some material taught in courses correlate with the knowledge needed to pass professional certification exams.

Students participate in an internship, which involves a summer or a semester of paid professional experience in industry. Internship experience helps show the relevance of on-campus courses to professional work, helps students focus their career plans and often enables students to secure better jobs upon graduation.

The Bachelor of Science degree in Architecture enables students to learn, develop and apply knowledge that contributes to the betterment of the built environment. The balanced curriculum of technology, visualization, history, theory and design studio coursework offers a platform for research, constructive discourse and debate.

Northeast Ohio's rich history and dynamic urban landscape serve as a setting for academic learning. By placing equal emphasis on the art and science of architectural design, the curriculum inspires experimentation, collaboration, discovery, critical thinking and innovation in a studio context of project-based learning. The program fosters academic excellence and prepares students to become leaders in the architecture field.

The college offers full-semester programs abroad for qualified third-year students. The study abroad program is housed in the heart of historic Florence, Italy. The program is open to all students who have made satisfactory progress toward completion of their undergraduate program.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate the fundamentals of visual perception and the principles of two and three-dimensional form and space making.
• Demonstrate comprehensive design studio experiences through which graduates apply an understanding of the integration of building design, site design, assemblies, structure, environmental systems and building code requirements.
• Demonstrate an understanding of building systems and their integration for human comfort, including lighting, heating ventilation and acoustics.

The Bachelor of Arts degree in Russian Literature, Culture and Translation provides a basis for the development of professional-level proficiency in the Russian language, as well as comprehensive understanding of Russian literature and culture, including television and film. Additionally, students are introduced to basic skills for translating a variety of pragmatic texts from Russian into English. Students explore the language and culture of the pre-revolutionary Russian empire, the Soviet Union and contemporary post–Soviet Russia.

Program Learning Outcomes

Graduates of this program will be able to:

• Perform 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 Russian 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 Russian.
• Demonstrate a historical knowledge of Russian history and culture and understand the diverse nature of culture throughout the ages.
• Discuss cultural differences, distinguishing between fact, opinion and stereotype.
• Communicate effectively and sensitively to diverse ethic and cultural groups.
• View concepts, issues, events and themes from the perspectives of diverse ethnic and cultural groups.
• Esteem value.
• Maintain an ongoing assessment of their own cultural values and behaviors.

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 Science degree in Exercise Science comprises four concentrations:

• The Exercise Physiology concentration prepares students for graduate school in exercise physiology or health care professions.
• The Exercise Specialist concentration enables students to prepare for work in the clinical setting, ranging from a career in wellness to cardiac rehabilitation.
• The Pre-Physical/Occupational Therapy/Podiatric Medicine concentration prepares students for subsequent graduate school in these areas. The pre-podiatric medicine track is designed to be a combined program with Kent State University's College of Podiatric Medicine. Successful completion of this program, however does not guarantee acceptance into the Doctor of Podiatric Medicine degree. Please see the Podiatric Medicine doctoral program in the catalog for more information about the application process and acceptance criteria.
• The Strength and Conditioning concentration is designed to assist those that wish to pursue a career in the field of strength and conditioning. This may include working with all levels of athletes in a strength and conditioning facility.

The goal of the program is to prepare competent entry-level Exercise Science professionals in the cognitive (knowledge), psychomotor (skills), and affective (abilities) learning domains. Individual course content, objectives, and assessments are structured to achieve this larger goal.

Program Learning Outcomes

Graduates of this program will be able to:

• Explain the physiology of human movement.
• Outline the anatomy and physiology of exercise.
• Identify the pathophysiology of chronic diseases and risk factors.
• Apply the knowledge, skills and abilities needed to assess, motivate and prescribe exercise for healthy individuals and those with chronic diseases.
• Demonstrate understanding of scientific and theoretical concepts of physiology critical to acting as an Exercise Scientist [Knowledge].
• Demonstrate practical skills including the ability to conduct a comprehensive fitness assessment [Assessment Skills].
• Pass a National Certification (either the American College of Sports Medicine (ACSM) Certified Exercise Physiologist (EP) or the National Strength and Conditioning (NSCA) Certified Strength and Conditioning Coach (CSCS))[Foundational Knowledge of the Field].

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 Arts degree in Classics provides a foundation in the Western humanities while sharpening a student’s analytical skills and English vocabulary though the systematic study of the ancient languages. Colloquia are offered regularly, covering such thematic topics as violence, gender, sexuality and ancient Christianities.

The Classics major comprises the following concentrations:

• The Greek concentration offers opportunities for students to read original Greek texts by such authors as Plato and Homer to enrich their knowledge of classical languages. Students may select from a list of culture courses dealing with the art, archaeology, history, mythology and literature of the classical world.
• The Latin concentration offers opportunities for students to read original Latin texts by such authors as Cicero and Vergil to enrich their knowledge of classical languages. Students may select from a list of culture courses dealing with the art, archaeology, history, mythology and literature of the Classical world. Students in the Latin concentration are eligible to pursue teacher licensure at the secondary level.
• The Classical Civilization concentration is designed for students with a broad interest in the Classical world. The major offers a wide variety of diverse subjects, including the literature, art archaeology, history, law, religion, sport and mythology of the Classical world. The coursework is all in English, but students may take coursework in ancient Greek or Latin beyond the elementary level. The program provides students with a strong, general liberal arts education appropriate to many pursuits after college, including law, medicine, business, writing and publishing.
• The Religion Studies concentration is founded on the study of the ancient multicultural traditions of the Mediterranean peoples, whose multiple worldviews gave rise to religious traditions that, together with the classical heritage, shaped successive Western civilizations. Students begin with a core of classics courses, in order to understand the cultural context within which the traditions of Second-Temple Judaism, Rabbinic Judaism and early Christianities arise. Concentration requirements form an introduction to the content of classical world religions, including major Eastern traditions and Islam, and to the study of religion as an academic discipline. Courses examine the classical and Western traditions in greater depth, explore the reception of and discourse about Western traditions with medieval and modern societies, or take a comparative approach to the examination of non-Western traditions. The program emphasizes critical thinking skills and provides a liberal arts education especially well-suited for those planning on careers as religious professionals.

The Master of Arts degree in Spanish provides advanced education in Spanish, which integrates the language, linguistics, literature and culture of Spain and Latin America and the latest methodologies in the teaching of Spanish.

The Spanish major comprises the following concentrations:

• The Applied Linguistics and Pedagogy concentration is intended primarily for students who wish to teach in elementary and secondary schools or beginning and intermediate levels of post-secondary study, and to increase their effectiveness as teachers.