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

at Kent State University USA

The Master of Education degree in Research, Measurement, and Statistics develops educators and specialists in the areas of assessment, measurement, research design and program evaluation. The program serves teachers and administrators seeking applied measurement, research and evaluation skills for use in schools (pre-kindergarten to grade 12) and in higher education. The program also serves professionals seeking careers in the areas of evaluation, research and psychometrics.

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

• Demonstrate knowledge of descriptive and inferential statistics at a conceptual and application level.
• Demonstrate knowledge of research design and methods by selecting and executing the appropriate research design and methods for a variety of applications.
• Demonstrate knowledge of measurement, including the methods to develop valid and reliable measures of constructs.
• Demonstrate knowledge of contemporary and classic theories in program evaluation, the purposes and logic of program evaluation and the processes of different types of program evaluation.

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 Master of Science degree in Architecture and Environmental Design is a research-intensive program with one-year full residency requirement. The curriculum includes research methods, theories of architecture, thesis research, thesis and directed and free electives. The program is best suites for individuals interested in pursuing a specialization in the built environment.

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 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.

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 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 Costume Design and Technology concentration prepares students for careers in the entertainment industry, professional theatre or theatre education. Students study both design and technology, including related areas such as dye techniques, costume crafts and wigs and makeup. Students also design costumes for main-stage departmental productions. The curriculum includes core classes in theatre history, dramatic theory and historical periods.
• The Lighting Design concentration balances instruction and experience in lighting design with instruction and experience in lighting technology. Studies include digital rendering, CAD, lighting technology and automated lighting. Students research and study all of aspects of theatrical lighting, including the design process from concept to execution, communication skills, integration of technology into design, documentation of the work and critical evaluation of the work.
• The Scene Design concentration balances focused classroom instruction with practical design and production experience. Students also study related artisan areas such as digital and traditional rendering techniques, 3D CAD, props, fabrication, scene painting and presentation techniques with particular emphasis on integrating contemporary digital techniques into the design process. The curriculum contains courses in construction theory, rigging, costume crafts and projection/media design.
• 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 Master of Music degree in Conducting is designed for current teachers of middle, junior and senior high school music ensemble programs; for professional church musicians; and for pre-professionals, including students continuing after completing undergraduate degrees. The program prepares post-undergraduate students for such paths as high school or college teaching, conducting positions and doctorates in conducting.

The M.M. degree in Conducting emphasizes development of skills, knowledge and background in the following areas: literature and repertoire; conducting technique; rehearsal technique; score study; choral and/or instrumental performance pedagogy; historical performance practices; interpretation and expression.

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

• Recognize, identify, interpret and conduct representative literature from different historical periods, countries and composers.
• Demonstrate and apply advanced conducting techniques, including baton technique, use of hands/arms, facial expressions and body language.
• Plan and execute an efficient and productive rehearsal, including managing time, setting achievable goals, detecting and correcting errors and providing motivation and inspiration for expressive performance and focused work ethic.
• Utilize and discuss score study techniques such as keyboard score reading, transposition of instruments, instrumental/vocal score order, compositional structure, analysis of chord and melodic structures and audiation skills.
• Identify, explain and utilize performance pedagogy appropriate to the specific vocal or instrumental area of study.
• Identify, associate, differentiate and utilize performance practices appropriate to the literature of the various stylistic periods.
• Display interpretation and expression in music through discussion in conducting lessons, explanation in rehearsals and demonstration in rehearsal and performance settings through conducting gestures and the resulting musical product.

The Master of Arts degree in Sport Administration provides students a knowledge base in management theory and application in sport settings. The program culminates with an internship, research project or thesis.

Students have the opportunity to complete a dual degree program with the M.B.A. degree in Business Administration and the M.A. degree in Sport Administration.

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

• Demonstrate the knowledge and experience necessary to become successful as a professional in the sport industry.
• Apply theoretical and practical knowledge of the industry in a professional career.
• Engage and expand the number of international promotional, scholarly and educational research/presentation opportunities in the profession.

The Master of Arts degree in Ethnomusicology is designed to offer students a solid foundation in regional studies of music style, performance practice, history and cultural associations in order to prepare students for continued graduate studies at the doctoral level and/or public sector careers in world music. The program integrates theoretical perspectives relevant to the discipline with these practical aims, so that students can communicate effectively with persons within and outside the field of ethnomusicology. While a balanced global coverage is emphasized, Kent State music faculty focus on studies in Central Africa, mainland Southeast Asia, East Asia, the Caribbean, North and South America and the Middle East, as well as popular music studies. Theoretical concerns include sociocultural identity, semiotics, gender studies, politics and power, ritual studies, globalization and hybridity, as well as studies in inter-related arts (e.g., dance and theatre).

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

• Recognize, identify, interpret and discuss theoretical concerns and important contributions of historical figures in the field of ethnomusicology, as well as representative music styles from different historical periods, countries and ethnic populations.
• Demonstrate and apply fieldwork techniques including proficiency with photography, videography and audio recording, interviewing and participant-observation research.
• Demonstrate the ability to plan and execute an efficient and productive lecture presentation in an academic setting for use at professional conferences, concert performances and classroom teaching that includes time management, clear and effective explanation, efficient use of multi-media, and successful question and answer interactions.
• Utilize and discuss theoretical issues related to ethnomusicology and related disciplines, such as socio-cultural identity, semiotics, gender studies, politics and power, ritual studies, globalization and hybridity.
• Identify, explain, and utilize performance pedagogy.
• Analyze compositional forms, appropriate to the specific vocal or instrumental areas of study.
• Display performance and interpretation skills in music.

The Bachelor of Arts in Interior Design degree seeks to exemplify design excellence, make interior spaces for human well-being and to continually expand the reputation and rigor of the program. The program educates highly skilled and empathetic interior designers through a diverse curriculum that emphasizes research, creativity, professionalism and leadership in an era of social and technological change. Competencies achieved in the program include fundamental design skills tempered with the application of research and creative inquiry; knowledge of materials, methods and systems; space planning and programming; professional practice knowledge and critical thinking; gaining experiences through a guided internship; inquiry into human factors in design; and the comprehensive designing of interior spaces with vigilance toward the health, safety and welfare of the public.

The college offers a semester abroad for qualified third-year students in the Interior Design major. 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.

Interior Design students may apply early to the Master of Healthcare Design 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.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand the foundations of the interior design discipline: history, theories of design, technical knowledge, human factors, human sciences, design thinking and professional practices.
• Understand the complex relationships between design practice, materials, technology, sustainability and social issues in the built environment.
• Conduct and apply technical, historical, material and cultural research, using quantitative and qualitative methods to design projects.
• Understand how a variety of building materials, finishes and systems are used, assembled and interconnected in construction.
• Skillfully manipulate two- and three-dimensional representational techniques using a wide range of media.
• Demonstrate effective visual, verbal and written communication skills.
• Contribute effectively to multidisciplinary, diverse teams prepared to practice in complex, multicultural global contexts.
• Create interior spaces at varying scales, in various contexts and for varying purposes, using research, critical thinking, analysis and problem solving, which respond to user needs and promote human well-being.
• Create interior spaces that conform with required codes, standards and regulations to protect the life, safety, health and wellness of the building occupants.
• Develop an ethical bearing that addresses sustainability, social justice, leadership, responsibility to clients and society and respect for difference and equity.

The Bachelor of Fine Arts degree in Photography provides the student with a comprehensive program of study, balancing a liberal arts education with studio offerings in digital photography. Grounded in formal, technical and conceptual skills building, the Photography major focuses on the profession of photography as it relates to commerce. The program builds a photography professional through experiential learning opportunities, as well as through required courses in design.

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:

• Demonstrate an understanding of the ethics (and legal issues) closely associated with fields of visual communication.
• Demonstrate an understanding of traditional hands-on skills relative to craftsmanship. Students will demonstrate an understanding of the basic use of digital technologies as they relate to their areas of study.
• Demonstrate an ability to create visual response to communication problems, including understanding of hierarchy, typography, aesthetics, composition and construction of meaningful images.