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

at Kent State University USA

The Bachelor of Arts degree in Chemistry allows students greater flexibility in choosing electives than the B.S. degree. Although not intended for students planning to become practicing chemists, the B.A. degree program is well suited for those needing a strong chemistry background as preparation for other career opportunities.

The program may be used to meet pre-medicine and pre-dentistry requirements when appropriate courses from the biological sciences are used to fulfill elective hours. However, the B.S. degree in Chemistry, Biochemistry concentration, is strongly recommended for students interested in medical or dental school.

Students in the program have the opportunity to participate in an exchange program with the University of Leicester in England.

Program Learning Outcomes

Graduates of this program will be able to:

• Apply fundamental chemical knowledge as demonstrated by achieving passing grades in general chemistry courses.
• Comprehend the chemistry that underlies several fields, such as materials, industrial and biological chemistry
• Demonstrate skills in basic scientific report writing through laboratory courses.

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 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 Music degree in Music Education prepares students for Ohio licensure to teach music in grades K-12 in choral general and instrumental music. The program includes studies in jazz, folk, musical theatre, world music and music technology, while providing a strong grounding in Western art music history, theory and performance.

The Music Education major comprises the following concentrations:

• Choral General
• Instrumental

Program Learning Outcomes

Graduates of this program will be able to:

• Successfully meet all requirements for state licensure.

The Bachelor of Science degree in Human Development and Family Studies (HDFS) offers an interdisciplinary approach to individual and family development across the lifespan. Students in HDFS receive the knowledge and skills needed to help individuals and families across the lifespan to flourish in a global society. The degree prepares students for a wide range of careers in diverse settings including family and community-based social services, prevention, nonprofit administration, and family and community intervention. Core coursework focuses on development across the lifespan and understanding family relationships, the environments in which individuals live and learn, and the unique strengths and needs of diverse individuals and families. After completing the degree, you will not only make a living, you will make a difference in the world around you.

The Human Development and Family Studies major comprises the following concentrations:

• The Case Management for Individuals and Families concentration provides training in needs assessment and the utilization of available public and private resources. Case managers provide assistance to individuals and families by coordinating services and access to resources. Students in this concentration will learn the skills necessary to understand clients' needs and goals, and develop a plan to achieve these goals with the resources and services available to them. Graduates are eligible for securing positions in a wide array of social service agencies.
• The Child and Youth Development concentration prepares students for working with children and adolescents in non-school settings such as residential treatment, group care, community youth services, foster care and after-school programs. Graduates are able to design and deliver developmentally appropriate programs, preparing children and youth for productive adulthood by emphasizing skills and competency development.
• The Family Life Education concentration prepares graduates to develop and implement educational programming for parents, couples, and families in a variety of education and human service settings. Family life educators teach individuals and families effective communication skills, positive self-esteem, parenting skills and healthy interpersonal skills. Graduates are eligible to apply to be certified family life educators (CFLE), a credential granted by the National Council on Family Relations.
• The Gerontology concentration prepares graduates for professional positions in the diverse field of aging, including health and wellness, community-based social services, retirement communities, adult-care centers and nursing homes. The curriculum provides students with a solid understanding of typical age-related changes and how these changes affect a person physiologically, psychologically and socially. According to the U.S. Census, 20 percent of the total population will be 65 or older by 2030. Because of the increasing number of older persons and the fact that people are generally living longer, there is a growing need for people to work in the field of aging.
• The Human Services concentration is a completer program for students who hold an associate degree in human services. This program prepares graduates for entry-level positions in a variety of human service agencies, including child and family welfare agencies, mental health centers, developmental disability facilities and substance abuse treatment centers.

The Master of Arts degree in History offers students the opportunity for advanced study in a variety of areas. Coursework emphasizes interpretation, methodology and original research. A student's program of study allows for the opportunity to conduct historical inquiry, research and analysis at the highest level. While students will be able to develop a core competence in their chosen field study, they will also study the histories of regions and times far removed from their central interests. Students may also pursue interdisciplinary work in cognate fields composed of courses in outside disciplines.

Students who anticipate continuing their graduate study beyond the M.A. should pursue one of the thesis tracks. Those who choose the thesis option, which is required of students on graduate assistantships, will produce a thesis based on original primary source research that engages a historiographically significant research question. Non-thesis options are available for those who do not expect to go on to doctoral work.

The program develops graduates who are educated scholar-citizens committed to historical empathy and in possession of critical thinking and communication skills honed by rigorous training.

The History major includes the following optional concentration:

• The History for Secondary School Teachers concentration is for educators interested in the advanced study of history. Coursework is focused on current scholarship and approaches to history. While the concentration's focus is not in history pedagogy, it is designed to encourage the application of current historical scholarship to the work responsibilities of the practicing teacher. The program provides school professionals with a structured but flexible approach to analyzing and teaching history while permitting interdisciplinary work in related fields or areas particularly relevant to students' professional objectives.

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 Early Childhood Leadership: Advocacy, Curriculum and Policy concentration commonly appeals to teachers who desire to further their own early childhood programs, become master teachers and/or enhance their own leadership on behalf of young children and professionals who work with them. Students delve into issues and trends in the field, reconceptualize practice, understand and deconstruct/reconstruct policy understandings and complete their own independent research as an inquiry exit project or thesis.

The Master of Science degree in Pure Mathematics is primarily a terminal, pre-professional degree comprising coursework beyond the bachelor's degree that emphasizes theoretical ares of the discipline, including algebra, analysis, geometry, number theory and topology. 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:

• Reason in mathematical arguments at a level appropriate to the discipline, including using precise definitions, articulating assumptions and reasoning logically to conclusions.
• Engage effectively in problem solving, including exploring examples, devising and testing conjectures and assessing the correctness of solutions.
• 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 a deeper understanding of some subdiscipline of mathematics.

The Bachelor of Science degree in Computer Science seeks to prepare students to have successful careers as computing professionals, with a solid understanding of software development and computer systems and the foundation for life-long learning in the field; to have an academic foundation suitable for graduate study in computer science or related areas; to be able to function effectively on software development teams, with oral and written communication skills. and with an understanding of professional ethics and responsibility.

Graduates of the B.S. degree in Computer Science have careers in developing, managing and building software in a variety of industries, including finance, health care, entertainment, telecommunications and manufacturing. The U.S. Bureau of Labor Statistics lists the following as top occupation choices for Computer Science majors: computer network architect; software developer; information security analyst; database administrator; computer systems analyst; computer programmer; and network and computer systems administrator.

The Computer Science major includes the following optional concentrations:

• The Data Engineering concentration prepares students to perform the data analysis and modeling needed by organizations and to process structured, semi-structured, and unstructured data using statistical and semantic analysis techniques to meet their employers’ needs.
• The Game Programming concentration provides students with a solid understanding of the algorithms, techniques and software used to construct interactive virtual environments. Students work in teams with content specialists and artists to develop the teamwork skills required in this multidisciplinary field, which includes a range of opportunities, from the game industry to education to training design.
• The Information Security concentration prepares students to meet the security needs of industry and government through coursework that provides a thorough understanding of security, privacy and cryptographic techniques and protocols used in computing and communication.
• The Robotics and Embedded Systems concentration prepares students to work with devices that combine hardware and software. Such devices include robots and most high tech mechanical devices like cars, planes, farm equipment and construction equipment.

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.