Master of Science in Data Science

at South Dakota State University USA

SDSU’s English department offers the M.A. degree in English. There are two emphases available to students:

• Studies in Literature
• Studies in Writing and Rhetoric

Within these two areas of study, the department offers three options for completing the degree:

• Option A requires twenty-four credit hours of coursework, six credit hours of thesis, a thesis project, and an oral examination. Within this option, the student may write a critical or a creative thesis.
• Option B requires thirty credit hours of coursework, two credit hours of research, a research/design project, and an oral examination.
• Option C requires thirty-six credit hours of coursework, a comprehensive written examination, and an oral examination.

Each option will support a variety of educational or professional goals. Students generally complete the program in two to three years.

Student Learning Outcomes

The English department’s M.A program prepares students for professional careers or further graduate study by developing their capacities for textual analysis, research, theory, and creative and critical writing.

Upon completing the English M.A. program, students will be able to:

• Textual Analysis: Demonstrate an advanced ability to analyze and interpret literary and cultural texts.
• Literary History: Examine significant texts, authors, periods, movements, genres, theories, and modes from literary history, interpreting the relationship between texts and their historical, aesthetic, cultural, and ideological contexts.
• Writing: Compose sophisticated argumentative, creative, and reflective texts that demonstrate focus, content, structure, evidence, style, and grammar appropriate to their rhetorical contexts.
• Theory: Demonstrate an advanced ability to apply theoretical concepts to the writing and analysis of texts.
• Research: Produce original research that advances knowledge within the discipline; generates questions for scholarly inquiry; identifies its methodological and theoretical foundations; employs library resources and discipline-specific databases; evaluates and integrates secondary criticism; and documents sources using MLA style.
• Diversity: Explain how literature both reflects and enriches the diversity of human experience through its exploration of the ways in which race, ethnicity, religion, gender, sexuality, ability, and class shape identity and influence perception. (Transferable Skill: Diversity Awareness)
• Teaching: Deliver instruction that demonstrates a growing mastery of course content (cultural analysis, rhetoric, grammar, and research) and increasing skill in helping students of varying abilities improve their cultural awareness, critical acumen, reading comprehension, and writing competence. (Graduate teaching assistants only.) (Transferable Skill: Teaching/Training)

The major in Entrepreneurial Studies is designed to enhance entrepreneurial talent by providing students with the knowledge, skills and experiences to think entrepreneurially and create value in our society. The program allows students to cultivate a mindset for thinking creatively and develop the ability to be innovative. The curriculum emphasizes entrepreneurship, business management, and interdisciplinary electives.

Student Learning Outcomes
Graduates will

• Be able to use analytical methods to make effective decisions. (Cross-curricular Skills: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)
• Be able to communicate effectively. (Cross-curricular Skill: Information Literacy)
• Be able to evaluate matters of ethics in the profession and the culture more broadly. (Cross-curricular Skills: Ethical Reasoning; Diversity, Inclusion and Equity)
• Have the requisite body of knowledge in management and economics.

The M.S. in Interdisciplinary Sciences program is an innovative, flexible, and highly individualized graduate program designed to meet students’ academic and professional goals. Students will work with their advisor to finalize their plan of study in at least two or three disciplines, using classes that are relevant to supporting the student in achieving their educational goals. Students will complete a plan of study with a research/design paper or coursework only option.

Student Learning Outcomes

• Demonstrate an understanding of the relationship between the various disciplines incorporated into their plan of study;
• Identify and apply relevant theoretical frameworks;
• Have fundamental knowledge of their disciplines and specific knowledge of their particular area of study; and
• Demonstrate mastery of subject matter on their plan of study.

Students who undertake a project will be able to:

• Develop a plan for the project or develop a plan for a scholarly or creative work;
• Locate, retrieve and utilize appropriate information;
• Read, understand, and critically review the primary literature or previous creative works;
• Utilize appropriate methodologies to conduct an applied study, implement a project, or utilize appropriate skills to produce a creative work;
• Analyze results using qualitative or quantitative techniques when appropriate;
• Compare their results to previous studies when appropriate;
• Explain the contribution of their work to the broader field of existing knowledge or to previously created works; and
• Communicate the originality of, as well as the independent thinking and rationale for their work, in oral or written format.

Students who undertake the course completion option will be able to:

• Undertake scholarly or creative work as demonstrated in specific class assignments;
• Locate, retrieve and utilize appropriate information;
• Read, understand, and critically review the primary literature or previous creative works;
• Analyze results using qualitative or quantitative techniques when appropriate;
• Compare their results to previous studies when appropriate;
• Explain the contribution of their work to the broader field of existing knowledge or to previously created works; and
• Communicate the originality of, as well as the independent thinking and rationale for their work, in written or oral format.

The Interdisciplinary Studies major is designed for those pursuing unique educational goals. Each student develops a goal-driven plan of study approved by the department selecting coursework relevant to those unique goals. Career opportunities for graduates are vast, evolving from the knowledge, skills and attitudes acquired through a well-designed plan of study. Interdisciplinary studies graduates have been very successful in the job market and in gaining acceptance to graduate/professional schools. Most graduates pursue careers in broad industries or emerging fields. Intensive advising and career planning are critical elements to ensure the plan of study appropriately prepares students for future goals.

Student Learning Outcomes
Interdisciplinary Studies graduates will be able to:

• Analyze how historical and metaphorical models support research and problem solving through diverse disciplinary approaches. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy; Diversity, Inclusion and Equity)
• Apply interdisciplinary analytics to research. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Integrative Learning; Diversity, Inclusion and Equity)
• Express interdisciplinary understanding of a complex problem through the integration of disciplinary insights in an undergraduate research project. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Illustrate how interdisciplinary study contributes to success in future professional and personal goals. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy; Integrative Learning; Diversity, Inclusion and Equity)

The Ecology and Environmental Science major includes a strong core in biological and physical sciences and a variety of elective courses that allow students to follow different career paths within the major. Most students enrolled in this major are planning careers with state and federal natural resource agencies, consulting firms and industry. Predefined emphases are available to support careers in ecological informatics and analysis, watershed management, ecology, analytical laboratory analysis and health.  Students seek employment with state or federal environmental monitoring and regulatory agencies or private consulting firms immediately following graduation.  Many go on to pursue graduate degrees in conservation, ecology and environmental science.

Student Learning Outcomes
Upon completion of the Ecology and Environmental Science major, students will:

• Understand ecological and environmental principles required for management of natural resources for multiple-uses, including (but not limited to) wildlife habitat, water management, ecosystems services, recreation, and livestock production. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Civic Knowledge and Engagement; Diversity, Inclusion and Equity)
• Describe how natural resource management fits into the context of society and how societal factors (e.g., economics, policy, laws, regulations, attitudes, behaviors, norms) influence natural resource management. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Diversity, Inclusion and Equity)
• Lead and work with others as appropriate to successfully manage natural resources. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Diversity, Inclusion and Equity)
• Apply natural resource field and lab techniques and contemporary technologies to management of natural resources. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Teamwork; Problem Solving; Diversity, Inclusion and Equity)
• Analyze and critically evaluate data and other information. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Diversity, Inclusion and Equity)
• Analyze and critically evaluate data and other information. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Diversity, Inclusion and Equity)
• Communicate (both written and orally) with both scientific and non-scientific audiences. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Diversity, Inclusion and Equity)
• Display professional and ethical behavior consistent with that expected in a natural resource management field. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Diversity, Inclusion and Equity)

This major prepares students with essential written and visual communication, critical thinking, strategy, design, and research skills for careers in public relations and marketing communications.

Student Learning Outcomes
Students completing a public relations major will be equipped to:

• Understand and apply the principles and laws of freedom of speech and press, for the country in which the institution that invites ACEJMC is located, as well as receive instruction in and understand the range of systems of freedom of expression around the world, including the right to dissent, to monitor and criticize power, and to assemble and petition for redress of grievances.
• Demonstrate an understanding of the history and role of professionals and institutions in shaping communications.
• Demonstrate an understanding of gender, race, ethnicity, sexual orientation and, as appropriate, other forms of diversity in domestic society in relation to mass communications. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Demonstrate an understanding of the diversity of peoples and cultures and of the significance and impact of mass communications in a global society.   (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Understand concepts and apply theories in the use and presentation of images and information. (Cross-curricular Skills: Diversity, Inclusion and Equity, Information Literacy)
• Demonstrate an understanding of professional ethical principles and work ethically in pursuit of truth, accuracy, fairness and diversity. (Cross-curricular skill: Ethical Reasoning)
• Think critically, creatively and independently. (Cross-curricular Skills: Inquiry and Analysis, Critical and Creative Thinking)
• Conduct research and evaluate information by methods appropriate to the communications professions in which they work. (Cross-curricular Skill: Inquiry and Analysis, Information Literacy)
• Write correctly and clearly in forms and styles appropriate for the communications professions, audiences and purposes they serve.
• Critically evaluate their own work and that of others for accuracy and fairness, clarity, appropriate style and grammatical correctness. (Cross-curricular Skill: Critical and Creative Thinking)
• Apply basic numerical and statistical concepts. (Cross-curricular Skill: Inquiry and Analysis)

Apply tools and technologies appropriate for the communications professions in which they work.

The Department of Mathematics and Statistics is a large, diverse, and active organization. The department’s mission is to provide excellent instruction, conduct high-quality research and scholarly activity, and prepare graduates and provide mathematical and statistical services that are both regionally relevant and internationally competitive. The department offer students the opportunity to pursue master’s and doctoral level graduate studies in a collegial environment with small class sizes and high faculty-student interaction and research activity.

The focus of the M.S. in Mathematics Program is the development of sophisticated mathematical models and their implementation on high performance computing platforms. The curriculum features a balance of application, computation, and theory with particular emphasis in the areas of operations research, computational science, and the development of probabilistic and deterministic models. Areas of faculty and graduate student research activity include computational biology, computational finance, molecular dynamics simulation, operations research, optimization, and Ramsey theory. The program is particularly effective at preparing graduates to work in business, industry, or government as well as preparing students to continue on to the CSS PhD or other PhD program.

Student Learning Outcomes

• Students will understand mathematical or statistical models.
• Students will be able to construct and apply standard mathematical and statistical models.
• Students will be able to solve problems using appropriate software to implement the appropriate models.
• Students will be able to disseminate the results of their work to others.
• Students will be able to apply Argument Deconstruction in mathematics and statistics

The Mechanical Engineering Department offers courses for the degree Master of Science in Mechanical Engineering. Also, course offerings can be used in co-major or minor programs for students of other departments. The graduate program in mechanical engineering concentrates on advanced study, including design and research, in such areas as thermofluid science, solid mechanics and dynamics, and industrial and quality control engineering. Students are encouraged to broaden their education by participating in supporting programs in established departments such as mathematics, computer science and other fields of engineering.

Student Learning Outcomes

• Articulate a solid understanding of the fundamental principles in the general areas of the mechanical engineering discipline and supporting areas.
• Demonstrate an ability to communicate, written and verbal, technical information in an effective manner.
• Conduct research and/or design projects that demonstrate ability to model, analyze and design mechanical engineering processes and systems.
• Demonstrate the transferable skills necessary for a career as a researcher and/or for employment in a senior and leading capacity in a relevant area of professional practice or industry, through career preparedness training, such as writing cover letters and resumes.

The Natural Resource Management specialization will provide training in ecology, evolution, environmental sciences, and range areas of expertise with a focus on basic and applied research.

Student Learning Outcomes

• Knowledge of program: Exhibit knowledge concerning biological and/or microbiological systems/sciences at a level appropriate to a M.S. degree holder.
• Communication skills: Be able to effectively express themselves orally and in written form.
• Understand scientific method: Understand the scientific methods and techniques for solving research problems and analyze scientific data using the appropriate statistics.
• Use statistics to analyze data: Be able to use statistics to analyze scientific data.
• Specialization: Specialize in some area of biology, biotechnology and/or microbiology, but still be broadly based in knowledge in cellular and molecular biology.
• Publish research: Be able to conduct and publish scholarly research. (Option A)
• Professional Development: Demonstrate professional development and competence so that they may enter the work force in academia or industry.

The major in Business Economics combines the analytical rigor of an economics degree with the practical skills of a management degree. Students can tailor the program to their interests by choosing from a variety of electives in areas such as accounting, business law, decision science, entrepreneurship, economics, finance, management, and marketing.  Career opportunities for Business Economics majors include management, finance, banking, sales, real estate, and marketing. The Business Economics major also serves to prepare students for graduate work in law, economics, and business.

Student Learning Outcomes
Graduates will:

• Be able to use analytical methods to make effective decisions. (Cross-curricular Skills: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)
• Be able to communicate effectively. (Cross-curricular Skill: Information Literacy)
• Be able to evaluate matters of ethics in the profession and the culture more broadly. (Cross-curricular Skills: Ethical Reasoning; Diversity, Inclusion and Equity)
• Have the requisite body of knowledge in management and economics.