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

at Kent State University USA

The Master of Arts degree in Applied Mathematics is emphasizes areas relevant to mathematical applications in the sciences, including engineering, biological, financial and physical sciences. There is no thesis requirement or option. Students in the Ph.D. degree in Applied Mathematics can apply for this M.A. degree after completing the requisite number of credit hours.

Program Learning Outcomes

Graduates of this program will be able to:

• Engage effectively in problem solving, including exploring examples, devising and testing conjectures and assessing the correctness of solutions.
• Reason in mathematical arguments at a level appropriate to the discipline, including posing problems precisely, articulating assumptions and reasoning logically to conclusions.
• 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 depth in some subdiscipline of applied mathematics.

The Bachelor of Science degree in Sport Administration prepares students for careers in the sport industry through a balanced academic program and numerous practical experiences. Students complete a core group of courses developed to exceed accreditation guidelines, and all students are required to complete one of the following minors:

• Business
• Data Analytics
• Finance
• International Business for Non-Business Majors
• Management for Non-Business Majors
• Marketing

The curricular balance of sport, business and sociological courses along with three required practical experiences make the program of study one that is cutting edge compared to other programs within the state of Ohio and across the country.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate comprehensive knowledge in the areas of promotion and marketing as related to sport.
• Effectively and safely implement sporting events and fundraising events.
• Demonstrate an understanding of the policies and organizations that govern sport.
• Demonstrate knowledge of basic legal concepts and theory as it applies to sport.
• Demonstrate financial knowledge of accounting, economics and finance as it applies to sport.
• Demonstrate an understanding of ethics in sport management.
• Demonstrate an understanding of management and organizational skills in sport.
• Demonstrate an understanding of behavioral dimensions in sport.

The Bachelor of Science degree in Applied Mathematics emphasizes the tools most useful in science, engineering and technology applications: mathematical modeling, scientific computing and probability and statistics.

The Applied Mathematics major comprises the following concentrations:

• The Financial Mathematics concentration prepares students for graduate programs in mathematical or computational finance or financial engineering.

The Master of Science degree in Artificial Intelligence prepares students with a focused educational and research environment to develop career paths through necessary learning and training with emerging artificial intelligence technologies and applications to intelligent analytics, smart homes and communities and robotics and automation. Graduates have technical knowledge and research and development skills necessary for applying artificial intelligence to industry, community and military. These areas include sectors requiring intelligent pattern-analysis of big data such as retail, healthcare, biology, psychology and intelligent human-machine interactions and interfaces.

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

• Combine intelligent analytics and automation, human-computer interaction and robotics techniques to optimize and automate, transportation, industrial process and/or healthcare processes.
• Apply machine learning techniques on big data to predict, classify, data mine and explore patterns.
• Apply intelligent visualization and Internet-based techniques for smart homes and communities.
• Perform research, discovery and integration by applying knowledge of artificial intelligence theory and techniques.

The Bachelor of Science in Psychology is designed to prepare students for graduate study in psychology and related fields. Topics include stress and trauma, neural basis of learning and memory, social and biological influences on mental and physical health, growth and development of children, and diagnosis and treatment of psychological disorders. Students evaluate and interpret data and gain hands-on experience conducting research. Elective courses may be used to specialize in a number of areas of psychology and related fields such as neuroscience. The degree prepares students for graduate study and employment in a range of fields, including clinical psychology, research and experimental areas of psychology such as cognitive science and behavioral neuroscience, and related fields such as medicine and neuroscience.

The Psychology major comprises the following concentrations:

• The Child Psychology concentration is designed to prepare students for graduate study in clinical psychology, research and experimental areas of psychology, school counseling, developmental psychology, school psychology or related disciplines that require knowledge of interpersonal relationships and human development. Topics include child development, psychological disorders of childhood and adolescence, children's cognitive processes, personality development and child-related research experience.
• The Pre-medicine/Pre-Podiatry concentration prepares students for graduate study in medicine or osteopathic medicine. The concentration is designed to cover the Pre-medicine/Pre-osteopathy requirements so that students are prepared to take the Medical College Admission Test (MCAT) and have the required prerequisites necessary for applying to medical school.

    For students interested in other career paths within psychology, a "no concentration" option provides the flexibility to prepare for those careers.

Program Learning Outcomes

Graduates of this program will be able to:

• Describe the basic theoretical perspectives, principles, concepts, empirical findings and historical trends in psychology.
• Understand and use fundamental data analysis techniques.
• Understand and apply basic research methods/tools in psychology and evaluate the adequacy of research designs.
• Write effectively in the discipline.
• Recognize, understand, and respect the complexity of sociocultural and international diversity.

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 Technical Direction concentration provides students with training and practical experiences in planning main stage productions for the School of Theatre and Dance. Studies focus on safety and all logistics of production assembly, including touring and dance. Technical directors have the opportunity work in four very different theatre spaces: black box, large proscenium, thrust and open outdoor.

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 Arts degree in Communication Studies prepares students with the knowledge, skills, and abilities to succeed in a technological, multicultural and global environment. Our mission is to teach students to think analytically, reason critically, communicate effectively, and lead responsibly. We strive to develop communicators who are adaptive and ethical citizens who will thrive in the workplace, in the community, and in careers in government, business, non-profit, and education. We strive to understand how communication affects identities, communities, and cultures. We offer hands-on skill development opportunities to prepare students for meaningful and fulfilling careers.

The Communication Studies major comprises the following concentrations:

• The Applied Communication concentration offers an interdisciplinary program of study in which students gain expertise in organizational communication, advanced presentational speaking, professional writing and visual design. Students are trained to integrate theoretical knowledge and technical skills in order to perform professional tasks such as conducting training sessions and seminars, creating web content, designing promotional materials, managing communication campaigns and writing press releases.   
• The Communication Studies–General concentration features flexibility and choice. Students create a personalized plan of study tailored to their specific academic interests and career goals. This concentration is appropriate for those who have diverse academic interests.

Programs in the College of Communication and Information are, by nature, innovative, interdisciplinary and collaborative, which is critical to both professional and scholarly disciplines. Students are educated to work at the intersections of communication, information and technology. Through a core of diverse theory- and practice-based courses, students learn basic concepts that apply across the range of college programs and develop a sense of professional expectations and build toward interdisciplinary thinking and application.

Program Learning Outcomes

Graduates of this program will be able to:

• Display competence in verbal, nonverbal, and written communication.
• Advocate courses of action to stimulate improved decision-making.
• Influence others through demonstrated presentational speaking skills.
• Communicate ethically.
• Foster inclusive dialogues and tailor messages that respect diversity, empower others, and bring about social change.
• Articulate creative, effective, and evidenced-based solutions to communication problems.
• Coordinate action, solve problems, foster well-being, engage in critical thinking, and participate in civic life.
• Communicate effectively in a technological, multicultural, and global society to bring about meaningful social change.  
• Apply information and media literacy in an effective and ethical manner.

The program learning outcomes reflect the University's commitment to excellence in teaching, research, creativity, and community outreach and engagement.

The Bachelor of Arts degree in Earth Science is ideal for students interested in broad interdisciplinary study of the key natural and physical processes that shape the planet, leading to potential careers in environmental or earth system fields. The program requires courses in physical geology, minerals and rocks and geographic information science. Most geology courses have extensive (one-to-three-day ) excursions that allow students to obtain valuable field experience.

Graduates have opportunities for employment in a wide variety of careers where an understanding of natural science is useful or critical in success. Geology can be a strong background for advanced study or career development in areas such as business, city management, regional development, planning, law, journalism and science writing.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand and communicate to others: a. the nature of scientific investigation and evidence, b. the complex interrelationships of the biosphere, atmosphere, hydrosphere, and the lithosphere through geologic time.
• Understand Earth materials and interpret geologic and environmental processes.
• Synthesize geologic information to understand and solve geologic and environmental problems.
• Students will demonstrate critical thinking skills and be able to work as a geologist in the field and in the laboratory.

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 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 optional concentrations:

• 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.
• The Computer Engineering concentration prepares students to meet the need of computer engineering professionals in the industry for designing and managing emerging smart devices and computer-integrated physical systems with programmable intelligence. Students learn the hardware-software co-design principles and theory, architecture of the associated software and hardware, devices and sensors communication protocols and the interfaces to effectively design, build and evolve such smart devices and computer-driven intelligent physical systems.
• The Computer Security concentration exposes students to a wide range of topics on the security of computer systems. Students study the vulnerabilities in software and networks and develop algorithms and software to protect data, using digital encryption coding, protected databases and protected computer networking techniques.

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.