Master of Science in Data Science

at Kent State University USA

The Bachelor of Science degree in Geology is designed for those interested in a professional career in the field. The curriculum focuses on minerals, rocks, landforms, fossils, structural geology, geochemistry and field mapping, among others. Supplemental courses include introductory chemistry, physics, biology and mathematics. Students are also encouraged to specialize in a applied or theoretical area of the science.

The Geology major includes the following optional concentration:

• The Environmental Geology optional concentration provides students with specialized training for careers in the well-established and growing field of environmental geology, including water resources, resource management and energy resources. The concentration's curriculum focuses on hydrology, hydrogeology, engineering geology and environmental monitoring techniques.

The Bachelor of Applied Horticulture degree provides students with the academic background and learning environment to further their education beyond an associate degree. The program aids students in the development of managerial expertise in areas of landscape design, turfgrass management and urban forestry, as well as landscape design, golf courses, sports turf management, arboriculture, environmental sustainability, plant propagation and greenhouse and nursery operations.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate knowledge of plant characteristics, use, identification, and taxonomy.
• Develop knowledge of the proper safety procedures and their application in the workplace.
• Develop proper business protocol and specific horticulture concentration applications in the work place.
• Interpret soil test results, analyze and determine the best corrective course of action.
• Demonstrate knowledge of pest identification, taxonomy, integrated pest management, and control strategies .

The Bachelor of Science degree in Digital Media Production educates students to create exciting fiction and non-fiction content for delivery in today’s most in-demand formats. Whether they want to produce the next award-winning podcast, write a hit streaming series, or influence millions with social media content, students learn from seasoned professionals using industry standard technology to tell their stories on screens big or small.

Many opportunities exist to collaborate with students from theatre and dance, game design, science, music, art, fashion and technology during the production of live TV, short films, audio series, documentaries and animated works.

Students also have the chance to work with Kent State’s TeleProductions operations, the nationally recognized Student Media outlets at the School, and even NPR affiliate WKSU.

With the added professional experience students earn from the required internship, they graduate ready to play a leading role in the entertainment industry of tomorrow.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate critical thinking, grounded in a legal and ethical framework.
• Gather information, analyze it, and make informed judgments using methods and tools appropriate to their professions.
• Demonstrate the ability to apply theory and research appropriate to their professions, including quantitative and qualitative methods.
• Demonstrate the ability to apply basic ethical principles to their professional work.
• Demonstrate the ability to apply laws and regulations applicable to their professional work.
• Write correctly and clearly in forms and styles appropriate for the communications professions, audiences and purposes they serve.
• Demonstrate understanding of how media and their professions evolved historically, their role in societal development and their global interaction today with institutions and individuals.
• Demonstrate appreciation for diverse cultures and individual differences, and reflect that appreciation in their work.

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 Arts degree in Computer Science is designed for students who seek a liberal arts education combined with a solid foundation in computer science. Students may choose electives from any complementary liberal arts program beyond computer science.

Students have the option to have a double major to attain depth of knowledge across two related areas.

Program Learning Outcomes

Graduates of this program will be able to:

• Understand the essential facts, concepts, principles and theories relating to computer science.
• Apply computer science concepts to solve computer-related problems.
• Analyze algorithms, computer science methods and techniques.
• Analyze and plan the development of a typical professional computer science problem.
• Make succinct oral presentations and written expositions about technical problems and their solutions.
• Work effectively as a member of a software development team.

The Bachelor of Arts degree in Fashion Design integrates conceptual, technical and production design knowledge and skills, leading to a synthesis of the design process from concept to production. These processes include color, design and trend research; technical sketching and rendered illustration; pattern-making and garment construction; analysis of appropriate fit and fabric selection; and the ability to communicate specifications for production using industry standards appropriate to specific markets.

The B.A. degree in Fashion Design promotes an emphasis on the diversity of studio practice and liberal art experiences. Students have the option to select coursework offerings to gain expertise in a variety of specialties that connect directly to fashion design, such as wearable technology applications, garment knitting, illustration and/or accessory design.

The degree program prepares students for professional careers by developing technical competency, creative/independent problem solving and conceptual understanding necessary for the challenges of a career in the creative industries. Students develop portfolios for presentation at industry interviews and are prepared to be strongly competitive for any entry-level design position in the industry. In addition, students  participate in a study abroad/away experience, which includes opportunities to study for a semester in New York City and Florence, Italy, as well as through collaborative partnership programs with the Paris American Academy, Hong Kong Polytechnic University and Regent's University in London.

When enrolled in junior-level fashion design studio courses, fashion design students may complete the application process to declare the Bachelor of Fine Arts degree or chose to continue pursing the B.A. degree. The decision as to which degree is best for a particular student depends on the student's educational and career goals, academic standing, performance in studio coursework and an approved "B.F.A. Proposal."

Program Learning Outcomes

Graduates of this program will be able to:

• Understand the fashion industry, fashion markets, fashion products, and services
• Demonstrate understanding of integrating conceptual, technical and production design knowledge and skills, leading to a synthesis of the design process from concept to production.
• Apply knowledge and skills in the use of basic tools, techniques, and processes sufficient to produce work from draft or specifications to finished product, including skills in portfolio preparation.
• Articulate conceptual and critical thinking applicable to the fashion industry.
• Employ research processes and practices employed in the fashion industry.
• Articulate professionalism and communication skills in the appropriate creative industry.

The Bachelor of Music degree in Music is a professional degree. The primary emphasis is on the development of the skills, concepts and sensitivity essential for those wishing to pursue music as a profession.

The Music major comprises the following concentrations:

• The Composition concentration provides preparation for graduate study in the field, a credential for private instruction and the ability to compose and use technology in a variety of musical styles.
• The Instrumental Performance concentration provides preparation for graduate study in the field, a credential for private instruction and the ability to perform as a soloist, in chamber music and in large ensembles. This program is available on the following instruments: violin, viola, violoncello, double bass, flute, oboe, clarinet, bassoon, saxophone, trumpet, horn, trombone, euphonium, tuba and percussion.
• The Piano Performance concentration provides preparation for graduate study in the field, a credential for private instruction and the ability to perform as a soloist, as an accompanist, in chamber music and in large ensembles.
• The Voice Performance concentration provides preparation for graduate study in the field, a credential for private instruction and the ability to perform as a soloist, in opera, in chamber music and in large ensembles.

Program Learning Outcomes

Graduates of this program will be able to:

• Demonstrate knowledge of music history and theory
• Demonstrate beginning professional skills in recitals

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 Bachelor of Science degree in Mechatronics Engineering Technology integrates mechanical, electrical, computer and controls. Mechatronics engineering technology revolves around the design, construction and operation of automated systems, robots and intelligent products, which result from the integration of software and hardware.

Using automated systems is becoming more popular for operating equipment/machinery in a host of situations, including on assembly and manufacturing lines, on automobiles and aircraft and in electrical power generations to reduce labor costs, increase precision and accuracy and provide quality and safety for workers.

Graduates from the mechatronics engineering technology program manage and support the design, operation and analysis of mechanical and electrical devices connected with automated systems, robots and computer-integrated manufacturing. They can work in any company that develops, designs or manufactures and markets these devices. Opportunities exist in manufacturing sales as well as research.

Program Learning Outcomes

Graduates of this program will be able to:

• Select and apply a knowledge of mathematics, science, engineering and technology to engineering technology problems that require the application of principles and applied procedures or methodologies.
• Design systems, components or processes for broadly defined engineering technology problems.
• Select and apply the knowledge, techniques, skills, and modern tools of the discipline to broadly defined engineering technology activities.

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.