Master of Science in Data Science

at South Dakota State University USA

The Agronomy major provides broad training in the plant and soil sciences and in crop production technology. The integrated program is designed to provide students with an understanding and knowledge base in crops, seeds, soils, weeds, entomology, plant pathology, breeding and genetics, precision agriculture, natural resource management, and the interaction of production systems. This major is recommended for students interested in cropping systems, natural/agricultural resource management, or the agribusiness areas of crops, soils, and pest management. Individuals can prepare for careers in crop consulting, crop/plant research, and with private industry managing agricultural inputs such as pesticides and fertilizers; developing improved seed traits, plant sciences, genomics, sales, and seed production; and for work with government agencies, such as the Cooperative Extension Service, Farm Service Agency, Agricultural Research Service, and Natural Resources Conservation Service.

Student Learning Outcomes

Upon completion of the Agronomy major, students will:

• Demonstrate a fundamental understanding of basic Agronomy principles and practices.
• Demonstrate the ability to think creatively and to apply critical thinking skills when evaluating and analyzing information. (Cross-curricular Skill: Critical and Creative Thinking)
• Demonstrate the ability to learn, develop, and apply skills for the application of existing and emerging knowledge and technologies in Agronomy.
• Demonstrate the ability to apply scientific principles, quantitative skills, and other problem solving skills in Agronomy. (Cross-curricular Skill: Problem Solving)
• Demonstrate knowledge and application of ethical and sustainable practices in the agronomic fields. (Cross-curricular Skill: Ethical Reasoning)
• Demonstrate the ability to effectively communicate (written, listening and oral) with both scientific and non-scientific audiences.

A major in Interior Design prepares students for professional practice, through research informed, design thinking infused and practice-based projects and opportunities that will strengthen their rational and creative thinking. Very broadly, it seeks to teach students the importance and value of the design process and design thinking, promote the awareness and knowledge of the contributions of the profession to the health, safety and well being of people in the built environment, and to prepare graduates of the program to succeed as professional designers. Upon graduation from this CIDA (Council of Interior Design Accreditation) Accredited program, students are eligible to begin the NCIDQ (National Council of Interior Design Qualification) certificate examination process.

The curriculum is interactive, haptic and performance based, offering problem solving experiences in all major areas of design practice (i.e. healthcare, retail, corporate, residential, etc.), in addition to areas of focused instruction including human factors and behaviors, materials, history, building systems and construction, building codes and regulations, lighting, acoustics and professional practice. The overarching goal of the interior design program is to provide a transformative teaching and learning environment where passion and creativity are fostered, and careers are shaped. This is accomplished through four main goals woven into each project and opportunity delivered across the program: to be experiential, to be contextual, to be collaborative, to be empathetic.

Student Learning Outcomes
Upon completion of the Interior Design major, students will be able to:

• Synthesize research findings to inform design solutions. (Cross-curricular Skill: Inquiry and Analysis; Diversity, Inclusion and Equity)
• Create interior environments infused with design-thinking. (Cross-curricular Skill: Critical and Creative Thinking; Problem Solving)
• Apply practice-based knowledge and skill sets to interior spaces. (Cross-curricular Skill: Teamwork; Ethical Reasoning)

The Leadership and Management of Nonprofit Organizations major will prepare students for jobs in the nonprofit sector. Through the Leadership and Management of Nonprofit Organizations (LMNO) program, students will be empowered to become successful professionals who work to advance the quality of life in communities. The program prepares students with opportunities to increase their abilities and skills in the work of leadership to enhance nonprofit organizations. Students will develop a basic understanding of the nonprofit sector, the role of philanthropy in the United States, and introduce the history, philosophy, ethics, and organizational structure of nonprofit and social service agencies. Students will apply fundraising, volunteer management, financial management, leadership and team development techniques.

Upon completion of the undergraduate program, students may also earn the Certified Nonprofit Professional credential with the Nonprofit Leadership Alliance organization. This certification requires students to have knowledge and experiences in 10 different competencies areas. Those competency areas are: Communication, Marketing, and Public Relations; Culture and Diversity; Financial Resource Development and Management; Foundations and Management of Nonprofit Sector; Governance, Leadership, and Advocacy; Legal and Ethical Decision Making; Personal and Professional Development; Program Development; Volunteer and Human Resource Management; and Future of the Nonprofit Sector.

Graduates will be prepared to obtain positions with local, national, and international nonprofit organizations or employers outside of the nonprofit sector. Examples of these positions include executive director of a nonprofit; marketing and public relations; fundraising and resource development; human resources director of a nonprofit; volunteer recruitment and management; community and economic development; program development, management and evaluation; and financial administration and management. Students graduating with the LMNO major may be employed by for-profits in their public affairs, community relations, or corporate responsibility departments or in the consultant industry.

Student Learning Outcomes
Leadership and Management of Nonprofit Organizations graduates will:

• Apply knowledge of fundamental nonprofit management terms, theories, and skills.
• Demonstrate and apply in-depth knowledge of leadership theories.
• Demonstrate the ability to function as an effective member of a team.
• Demonstrate respect and understanding towards diverse cultures and beliefs of individuals and communities. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Explain the importance of and show evidence of ethical and professional behaviors. (Cross-curricular Skill: Ethical Reasoning)
• Design, implement, and evaluate projects for a variety of audiences. (Cross-curricular Skill: Problem Solving; Civic Knowledge and Engagement)
• Demonstrate effective written and/or oral communication skills to appropriate audiences.

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. Students specializing in communication take courses in agriculture along with courses in the School of Communication and Journalism.

Graduates of the Communication specialization report agricultural information to farmers and ranchers, consumers, governmental agencies, agribusinesses, commodity groups, and legislators through positions in public relations, sales, marketing, journalism, social media, and the government.

Student Learning Outcomes
Upon completion of the Communication 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 journalism and mass communication.
• 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)

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.

Graduate work in the Department of Agricultural and Biosystems Engineering leads to Master of Science in Agricultural and Biosystems Engineering, Doctor of Philosophy in Agricultural and Biosystems Engineering, and Doctor of Philosophy in Biological Sciences degrees.

Students who undertake graduate studies in Agricultural and Biosystems Engineering normally have as their goal a better understanding of the current theories, principles, issues, and problems in agricultural, environmental and biological systems. Graduate studies improve the student’s ability to think critically and creatively, and to synthesize, analyze, and integrate ideas for decision-making and problem solving.

The department offers students an opportunity to undertake research and advanced study in specialization areas such as food and biomaterial processing, physical properties of biological materials, natural resource engineering, precision agriculture, structures, indoor environment, waste management and machine design.

Student Learning Outcomes

• Conduct Research or Design: Conduct research and/or design projects that demonstrate an ability to model, analyze, and design agricultural and biosystems engineering processes and systems.
• Understand the principles of agricultural and biosystems engineering: The student will articulate a solid understanding of fate fundamental principles of agricultural and biosystems engineering, including the area of specialization and supporting areas.
• Communicate effectively: The student will demonstrate an ability to communicate, both orally and in writing, technical information in an effective manner.

The Community and Regional Planning major prepares students for careers in planning agencies where they can attain positions as city managers and community planners at the city, county, state or regional level. The program also qualifies graduates to hold positions in organizations such as housing agencies, community and neighborhood development corporations, economic development agencies, federal agencies and private development firms and foundations. The core requirements consist of such topics as planning theory and law, plan development, quantitative and qualitative skills, and values and ethnics.  The City/Community Design, Environmental, and Land Use emphases give students the opportunities to cultivate specialized knowledge and skills in domains that range from social and political aspects of planning to technical areas based on engineering and design that best prepares them for more focused career pathways.

Student Learning Outcomes
Upon completion of the Community and Regional Planning major, students will:

• Acquire planning process methods by developing tools for stakeholder involvement and community engagement and working with diverse communities. They will acquire skills in governance and participation by appreciating the roles of officials, stakeholders, and community members in planned change. (Cross-curricular Skill: Civic Knowledge and Engagement)
• Demonstrate foundational and specialized knowledge concerning the meaning of planning, planning theory, planning law, and human settlements and the history of planning. (Cross-curricular Skill: Critical and Creative Thinking)
• Understand professional ethics and responsibility by learning the key issues of planning ethics and related questions of the ethics of public decision-making, research, and client representation. (Cross-curricular Skill: Ethical Reasoning)
• Information Literacy (Cross-curricular Skill: Information Literacy)
• Explore the future scenarios by understanding of the relationships between past, present, and future in planning domains, as well as the potential for methods of design, analysis, and intervention to influence the future. They also will demonstrate proficiency in global dimensions of planning by appreciating interactions, flows of people and materials, cultures, and differing approaches to planning across world regions. (Cross-curricular Skill: Inquiry and Analysis)
• Acquire the ability to create and implement plans using integrative tools sound plan formulation, adoption, and implementation and enforcement. They will create sustainability and environmental quality by appreciating natural resource and pollution control factors in planning, and understanding of how to create sustainable futures. They will understand growth and development by appreciating economic, social, and cultural factors in urban and regional growth and change. (Cross-curricular Skill: Integrative Learning)
• Acquire leadership skills by learning how to use tools for attention, formation, strategic decision-making, team building, and organizational/community motivation. (Cross-curricular Skill: Teamwork)
• Demonstrate openness to new perspectives and diverse others, evaluate the complexity inherent to multiple perspectives, and demonstrate the ability to reassess their personal perspective when appropriate, particularly in regard to social justice and equity concerns in planning. (Cross-curricular Skill: Diversity, Inclusion and Equity)

The curriculum in the Human Biology major is designed for students planning to apply to health-related professional programs (e.g. chiropractic, dentistry, medicine, optometry, occupational therapy, physical therapy and physician assistant.)

Student Learning Outcomes
Upon completion of the Human Biology major, students will:

• Demonstrate understanding and application of evolution; biological structure and function; biological and biochemical pathways and transformations of energy and matter; biological systems; and biology, biochemical, physiological and structural aspects of the human body. (Cross-curricular Skill: Information Literacy)
• Apply the process of science.
• Demonstrate understanding of and application of quantitative reasoning; information flow, exchange, and storage; relationship between science and society.
• Tap into the interdisciplinary nature of science. (Cross-curricular Skill: Integrative Learning)
• Communicate and collaborate with other disciplines. (Cross-curricular Skill: Teamwork)

The Natural Resource Law Enforcement program was developed in coordination with state and federal agencies to prepare students for careers as conservation officers, federal wildlife agents, park rangers, and game wardens.  The curriculum is designed to provide students with a strong academic foundation that integrates natural resource management, conservation and law enforcement.  Students pursue coursework in wildlife and fisheries sciences, ecology, criminal law and procedures, constitutional law, social issues, and environmental laws and policies.  Students acquire skills in communication, conflict resolution, teamwork, leadership, ethics, laws and human dimensions, statistics, technology, global competence, critical thinking, and problem solving.  The Natural Resource Law Enforcement Program also delivers outstanding non-traditional educational experiences to students, further increasing their opportunities for career success.

Student Learning Outcomes
Upon completion of the Natural Resource Law Enforcement major, students 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; 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; Information Literacy; Problem Solving; Diversity, Inclusion and Equity)
• Demonstrate the ability to 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; Diversity, Inclusion and Equity)
• Demonstrate appropriate use of natural resource field and lab techniques as well as contemporary technology. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Diversity, Inclusion and Equity)
• Demonstrate the ability to appropriately analyze and critically evaluate data and other information. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Teamwork; Problem Solving)
• Demonstrate the ability to 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; Diversity, Inclusion and Equity)
• Demonstrate an understanding of the professional and ethical responsibility that necessary for a natural resource professional. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy; Ethical Reasoning; Diversity, Inclusion and Equity)

The specialization in Agricultural Economics is an applied field of economics concerned with the application of economic theory in optimizing the production and distribution of food, biofuel and fiber. Students develop analytical and critical-thinking skills, and are well prepared for careers in agricultural policy analysis, natural resource stewardship, or future graduate study. The curriculum emphasizes economic theory, agricultural economics, quantitative methods, and agricultural and biological sciences electives. This program also provides strong preparation for students who wish to pursue a graduate degree in economics, agricultural economics, law, or related fields.

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.