Master of Science in Data Science

at South Dakota State University USA

Food Science is the study of the science behind and involved with the production, preservation, packaging, and distribution of safe, wholesome, and nutritious foods.  Students will develop a knowledge base related to the basic physical, microbiological, chemical and engineering sciences as they are applied to foods.  These sciences are utilized to study the nature of foods, the causes of food deterioration and spoilage, and principles of food preservation.  This skill set is also employed by the scientists to develop and create approaches for the generation of new food products to assist in feeding the world through provision of foods that provide proper nutrition with acceptable taste and texture while maintaining affordability of the product.  Graduates with a degree in Food Science are well prepared for professional positions within the food industry or for further graduate study in Food Science.

Student Learning Outcomes
Upon completion of the Food Science curriculum a graduate should be able to demonstrate the following:

• An understanding of the chemistry underlying the properties and reactions of various food components. (Cross-curricular skill: Inquiry and Analysis)
• A practical proficiency in laboratory techniques associated with the determination of qualitative and quantitative analytical data related to physical, chemical, and biological aspects of foods and food ingredients. (Cross-curricular skill: Inquiry and Analysis)
• An understanding of microbial growth and survival as it impacts the safety, preservation, and spoilage of food systems. (Cross-curricular skill: Integrative Learning)
• An understanding of unit operations, process control and sanitation protocols as they relate to the production and preservation of a food. (Cross-curricular Skill: Problem Solving)
• An ability to apply statistical principles to the control and assurance of quality in the production of food products. (Cross-curricular Skill: Problem Solving; Critical and creative thinking)
• An understanding of the laws and regulations governing the manufacture and sale of food products. (Cross-curricular Skill: Inquiry and Analysis)
• An ability to utilize verbal and written communication skills effectively in a group environment. (Cross-curricular Skill: Teamwork; Diversity, Inclusion and Equity)
• An ability to apply critical thinking and reasoning skills while ethically applying scientific principles to resolving issues associated with foods and food systems. (Cross-curricular Skill: Ethical Reasoning)

The study of Political Science examines political processes, governments, and international relations. The Bachelor of Science and Bachelor of Arts degrees in Political Science prepare graduates for a career in government - at state, local and federal levels, private sectors, advocacy organizations including political parties, and non-profit agencies. It is a flexible degree that offers multiple career tracks. Many of our students successfully pursue advanced degree in law school and other graduate programs.

Student Learning Outcomes
Students with a major in Political Science will:

• Demonstrate knowledge of concepts, theories and methods of political science, political systems beyond the United States, and political issues facing traditionally underrepresented communities. (Cross-curricular Skill: Civic Knowledge and Engagement; Diversity, Inclusion and Equity)
• Develop critical thinking skills by a) including a disciplined, skeptical outlook on the world; b) assessing multiple - and often countervailing - theoretical perspectives, and c) recognizing the difference between strong and weak arguments based on evidence. (Cross-curricular Skill: Inquiry and Analysis)
• Understand international perspectives, a necessary prerequisite to becoming active and responsible global citizens. (Cross-curricular Skill: Intercultural Knowledge)
• Express themselves effectively through oral and written communication. This includes framing scholarly questions and developing discipline appropriate research strategies to address them. (Cross-curricular Skill: Information Literacy; Problem Solving)

The Department of Geography and Geospatial Sciences offers graduate students the opportunity to earn a Master of Science Degree. The curriculum, organized through formal courses, seminars, internship experiences, and supervised research, is designed to prepare students for positions in such professional areas as planning, remote sensing, geographic information sciences, government service, research, business, and teaching. The program also is designed to provide students with the education needed to pursue further graduate study. Students seeking this degree are expected to select courses that will provide a sound foundation in geography (philosophical, physical and human, and research techniques) supported, if appropriate, by courses outside the department. Students may also seek out opportunities such as the cooperative program with the EROS Data Center and/or internships, generally available with planning districts, governmental agencies, business, and industry.

Student Learning Outcomes

• Critical thinking: Demonstrate foundational and specialized knowledge in both the physical and human sciences and their interconnectedness at local, regional, and global scales.
• Critical thinking: Interpret the ethical consequences of global issues concerning the environment to strengthen commitment to local, national, and global citizenship.
• Problem solving: Demonstrate proficiency in the application of appropriate geographical technologies and techniques to address issues in the physical and/or human sciences.
• Written communication: Communicate geographic ideas clearly and effectively (e.g., maps, writing, oral presentations, posters, photos, flowcharts, tables, graphs, and illustrations).
• Creative thinking: Apply observations from laboratory and/or field experiences to analyze problems and offer solutions.
• Creative thinking: Demonstrate the ability to collect, organize, analyze, and synthesize information about people, places, and environments in a spatial-temporal context.
• Inquiry and analysis: Explore complex local, regional, and global issues using a geographical perspective to formulate questions and draw informed conclusions that are based on critical scientific analysis and interpretation of information.

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 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

There is a strong demand for family and consumer sciences teachers and education professionals nationwide.  Through the online Great Plains Interactive Distance Education Alliance (Great Plains IDEA) program, graduates will earn a Master’s of Science in Human Sciences with a specialization in Family and Consumer Sciences Education. Students in the program develop skills in planning curriculum, creating physical and psychological learning environments conducive to learning, developing engaging activities for learners, integrating technology, advising student organizations, working with diverse audiences and analyzing the historical and philosophical underpinnings of the family and consumer sciences profession.  Courses will also address professionalism and applying research to practice.

There are two emphases within this specialization:

• Teacher Licensure/Certification Emphasis - This emphasis is designed for those seeking initial teacher certification and is a teacher preparation focused program.
• Professional Practice Emphasis – This emphasis is designed for practicing professionals in family and consumer sciences education and extension and is a professional development/advancement focused program.

Student Learning Outcomes

• Nutrition - Students will demonstrate comprehensive knowledge of the nutritional value of food and the necessary steps for food preparation and safety.
• Diversity - Students will demonstrate a comprehensive knowledge of multicultural and pluralistic trends, including characteristics and concerns within and among diverse groups nationally and internationally.
• Careers - Students will demonstrate a comprehensive understanding of the varied careers available to individuals who pursue a career in this area.
• Communication - Students will demonstrate critical and innovative thinking.

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)

Conservation Planning and Park Management is an interdisciplinary science that trains students to develop conservation strategies at landscape scales.  The specialization in Park Administration and Management prepares student for careers in park management, particularly Federal and state government managed facilities.  The courses outlined in this specialization are designed to enhance the human management focus needed for this career track.

Student Learning Outcomes
Conservation Planning and Park Management graduates will:

• Demonstrate understanding of 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)
• 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; Teamwork; Problem Solving; Civic Knowledge and Engagement)
• Lead and work with others as appropriate to successfully manage natural resources. (Cross-curricular Skill: Teamwork)
• Demonstrate appropriate use of natural resource field & lab techniques as well as contemporary technology.
• 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)
• Effectively 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; Civic Knowledge and Engagement)
• Demonstrate an understanding of the professional and ethical responsibility that is necessary for a natural resource manager. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement)

The Master of Mass Communication (M.M.C.) consists of advanced professional studies. While it has theoretical underpinnings, the primary purpose is to enhance knowledge and skills for application in professional practice. Fifty percent or more of the courses must be skills-based. This degree targets mid-career professionals in journalism and mass communication and builds on students’ current levels of experience and skills making them more marketable. The Master of Mass Communication prepares students for the increasingly competitive workforce and changing disciplines in mass communications.

Student Learning Outcomes

• Apply the principles and laws of freedom of speech and press, in a global context, and for the country in which the institution that invites ACEJMC is located;
• Demonstrate an understanding of the multicultural history and role of professionals and institutions in shaping communications;
• Demonstrate culturally proficient communication that empowers those traditionally disenfranchised in society, especially as grounded in race, ethnicity, gender, sexual orientation and ability, domestically and globally, across communication and media contexts;
• Present images and information effectively and creatively, using appropriate tools and technologies;
• Write correctly and clearly in forms and styles appropriate for the communications professions, audiences and purposes they serve;
• Demonstrate an understanding of professional ethical principles and work ethically in pursuit of truth, accuracy, fairness and diversity;
• Apply critical thinking skills in conducting research and evaluating information by methods appropriate to the communications professions in which they work;
• Effectively and correctly apply basic numerical and statistical concepts;
• Critically evaluate their own work and that of others for accuracy and fairness, clarity, appropriate style and grammatical correctness;
• Apply tools and technologies appropriate for the communications professions in which they work;
• Contribute to knowledge appropriate to the communications professions in which they work.

The Agricultural Education, Communication and Leadership Major is a multidisciplinary program that provides a strong foundation in agricultural sciences. The major allows students the flexibility to select a plan of study based on their interests and skills by choosing one of three specializations: Education, Communication, or Leadership. Graduates of the Agricultural Education, Communication and Leadership Major - Leadership specialization will be well prepared for employment with agricultural organizations such as breed associations and commodity organizations.

Student Learning Outcomes
Upon completion of the Leadership Specialization of the Agricultural Education, Communication, and Leadership Major, students will:

• Demonstrate knowledge and skill across the broad field of the Agricultural, Food, and Natural Resources industries.
• Demonstrate and apply in-depth knowledge of leadership principles.
• Upon completion of the program students will explain the importance of and show evidence of ethical and professional behaviors. (Cross-curricular Skill: Ethical Reasoning)
• Locate and evaluate information to solve real world problems. (Cross-curricular Skill: Information Literacy; Problem Solving)
• Evaluate core competencies and create plans for effective lifetime learning. (Cross-curricular Skill: Foundational Lifelong Learning Skills)
• Demonstrate effective written and oral communication skills.
• Evaluate a diverse spectrum of agriculturally related global challenges to communicate culturally responsible solutions to a variety of audiences. (Cross-curricular Skill: Diversity, Inclusion and Equity)