Master of Science in Computer Science - Computer Security (STEM)

at Kent State University USA

The Master of Education degree in Special Education provides students with advanced understanding of contemporary research and practice issues in special education. Students in the program are typically interested in pursuing enhanced professional competence, career advancement, leadership roles, advocacy and systems change; or they may be wanting to prepare for doctoral-level study. Students do not need to have an undergraduate degree in special education (or in education) to be successful in the master's degree; however, should be motivated to develop a deeper understanding of the field of special education.

The M.Ed. degree program does not prepare students for teacher licensure; however, some of the coursework required for the degree may count toward licensure. Students interested in both licensure and a M.Ed. degree will need to apply and be fully admitted into both the master's degree and the non-degree graduate licensure preparation program.

The Special Education major comprises the following concentrations:

• The Moderate/Intensive Educational Needs concentration focuses on students with moderate to intensive educational needs who most often require modifications to the general academic curriculum and/or other extensive special education supports.

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.

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 Geology provides qualified students the opportunity for advanced study in a wide variety of geologic fields. Focus areas include environmental research (water, surface and subsurface processes; geohazards; and natural resources), as well as evolution of earth's systems research (climate change, paleoecology and evolution, crustal processes).

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

• Show in-depth comprehension of several areas, including both basic and applied aspects of geology/earth sciences.
• Formulate testable scientific hypotheses and carry out independent research using appropriate field, experimental, analytical and/or computational methods.
• Describe, synthesize and interpret the results of a scientific investigation, and understand its broader applications.

The Bachelor of Science degree in Agribusiness is designed to meet the agribusiness industry's needs for professionals and entrepreneurs who have the educational background to become successful decision-makers in the rapidly changing agribusiness world. Students take a blend of courses in business and agriculture, giving them a balance between the decision-making framework of business and the technical aspects of modern agriculture and food systems. In addition, students have the opportunity to interact with agribusiness professionals as invited speakers in the classroom and in work-related internships.

Program Learning Outcomes

Graduates of the program will be able to:

• Demonstrate in-depth knowledge of the agribusiness industry
• Evaluate and apply agriculture principles, methods and techniques in an agribusiness environment
• Possess strong analytical and problem-solving skills to identify and critically assess problems facing the agribusiness industry
• Work effectively in a team-based environment
• Communicate clearly and effectively both orally and in writing
• Use computer technology and mathematical reasoning
• Demonstrate ethical and professional understanding and conduct

The Bachelor of Science degree in Environmental and Conservation Biology is designed for students interested in a career in the environmental sciences. This program provides an interdisciplinary education in biology and the supporting fields of geology, geography and chemistry. Environmental and conservation biologists work to sustainably manage or restore ecosystems, develop and implement environmental policies, or conduct research on how ecological processes affect biological diversity.

Potential careers for graduates include wildlife ecologists, environmental educators, forest managers, environmental consultants and personnel at public environmental regulatory or land use planning agencies. The Department of Biological Sciences has several mechanisms to help students prepare for their future careers.

The Environmental and Conservation Biology major comprises the following concentrations:

• The Conservation Biology concentration provides a strong background in applied ecology, restoration ecology and habitat management strategies used to sustain biological diversity.
• The Environmental Policy and Management concentration provides opportunities to learn about the development and implementation of habitat management methods and public policies that promote the sustainable use of natural resources and address environmental problems.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate an understanding of fundamental biological principles.
• Acquire fundamental skills necessary for laboratory and field investigations.
• Demonstrate an understanding of proper experimental design, analysis of biological data and communication of research results.
• Demonstrate a greater knowledge and appreciation of the role that biology plays in societal issues, such as those related to the environment, biodiversity, ethics, human health and disease.

The Master of Science degree in Computer Science provides students with an educational and research environment to develop career paths through necessary training with emerging technologies. Graduates have the technical knowledge and skills necessary for success within the information and high technology industries.

The M.S. degree in Computer Science has two culminating options: thesis or non-thesis. Students planning to pursue a Ph.D. degree an/or academic research should select the thesis option. Students planning to pursue applied research and development in industry may select the non-thesis option. The thesis option requires original research and a written thesis. The non-thesis option requires a capstone project and an optional industrial internship.

The Computer Science major includes the following concentration:

• The Computational Data Science concentration prepares students to process big data. In a spectrum of real-world applications, the collected data (from such sources as mobile devices, GPS, sensor/RFID networks, Internet, social media, etc.) is so large and complex, the traditional data processing tools cannot efficiently and effectively handle it. This concentration focuses on algorithms development, machine learning, computation techniques, network and computing infrastructure and software.

Students opting to not pursue a concentration will create a 12-credit hour individualized plan of study with their advisor.

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

• Demonstrate breadth-of-knowledge and understanding of essential facts, concepts, principles and theories relating to advanced topics in computer science.
• Conduct literature searches, comprehend advanced research materials and uncover connections between related work and critical evaluation and synthesis.
• Perform research, discovery and integration by applying advanced knowledge of computer science.

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.

The Bachelor of Arts degree in Sociology provides broad training in the theories and methods that sociologists use to understand contemporary social issues and problems. Students are encouraged to think critically as they examine issues ranging from small group behavior to global social movements. The core curriculum focuses on social inequalities, social psychology and health and illness. In addition, the program offers courses on a variety of topics that include urban living, deviant behavior, religion and family.

Sociology students are increasingly interested in courses that prepare them for meaningful careers that change the world (Seemiller and Grace 2016). One only needs to look at Black Lives Matter or the Sunrise Movement to see evidence of this generational disposition. Sociology, as a discipline, provides students with rigorous coursework on social inequality and social change, and helps students find careers in government, teaching, community organizing, non-governmental organizations and social work.

Sociology students may apply early to the M.A. degree and double count 9 credit hours of graduate courses toward both degree programs. See the Combined Bachelor's/Master's Degree Program policy in the University Catalog for more information.

The Sociology major comprises the following concentrations:

• The Family and Life Course Sociology concentration introduces students to the cultural, political and historical realities and changes in families across the lifespan. Courses examine issues such as gender socialization, dating and romance, cohabitation, marriage, divorce, parenthood, domestic violence, death and dying, family diversity and family policy. This concentration is relevant to students interested in careers in health care promotion, public health, family counseling, long-term care institutions, program planning, community education and policy analysis.
• The General concentration is for students who either choose not to pursue a specialization within the major or wish to pursue an individualized program of study (through sociology electives) that does not align with the substantive concentrations.
• The Medical Sociology concentration introduces students to the relationship between society and health. In this concentration, students study the impact of social, cultural, political and economic factors on health (and vice-versa). Courses in this area examine issues such as health behavior, physical and mental illnesses, doctor-patient interaction, medicalization, health care reform, health care delivery and health policy. This concentration is relevant for students interested in careers in administrative and program planning related to medicine, mental health, social services, patient advocacy, mental health facilities and nursing homes.
• The Social Change and Social Justice concentration trains students to recognize the conditions and contexts of social stasis and social upheaval; promote understanding of how and why social movements succeed or fail; and cultivate an interest in public sociology. Students in the concentration are encouraged to pair traditional course work with an internship or other experiential learning opportunity.
• The Social Inequalities concentration examines how social structural factors, such as age, gender, race, ethnicity, social class and sexuality relate to power, social status, wealth, income, health and morality. Courses in this area examine issues of poverty, race and ethnic inequality, sexism, age discrimination, neighborhood segregation, labor market processes and income disparity. This concentration is relevant for students interested in careers related to human or social services, nonprofit and community organizations, research and government agencies and human resources.
• The Social Problems, Deviance and Crime concentration examines a variety of social problems with special emphasis on types of behavior that are inconsistent with social norms, challenge to social order and are illegal. This concentration also examines the role of morality, public opinion, politics, government, law, and institutions of social control in the definition of, as well as the response to, social problems, deviance and crime. While containing some overlap with other concentrations in the Criminology and Justice Studies major, the sociological perspective here suggests important commonalities across the studies of crime, deviance and social problems, as well as the relevance of broad sociological themes, including critical inquiry, empirical research and increased awareness of social context. This concentration provides relevant preparation for students interested in further study in the areas of public safety, social policy, social services and civil service and graduate studies in law or social science. It can also be a convenient and constructive resource enabling a double major between Sociology and Criminology and Justice Studies.
• The Sociological Social Psychology concentration introduces students to the sociological approach to social psychology. Courses in this area examine theoretical perspectives that link structural factors such as gender, social class and race to individual factors and behaviors such as self-concept, identity, deviance and mental health. Courses typically include an overview of specific sociological topics such as socialization, emotions, social influence, group conflict and decision-making, prejudice and discrimination, status and power and interpersonal relationships. This concentration provides a foundation for students interested in careers or graduate work that focus on the many connections between individuals and the groups to which they belong.

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.