Master of Science in Economics

at South Dakota State University USA

The SDSU M.S. in Data Science is a one-year program that provides graduates with the statistical, mathematical, and computational skills needed to meet the large-scale data science challenges of today’s professional world. The curriculum incorporates current techniques in statistics, operations research, predictive modeling, data mining, forecasting, big data programming and management, and data visualization. The program’s focus is on application and interpretation of modern data analysis techniques of known value in both the private and public sectors. It is recommended that this program be started in the summer semester. Failure to start in the summer may increase the amount of time necessary to complete the program.

Student Learning Outcomes

• Communication: Students will understand the foundations of data science, with a specific focus on the interplay between computational complexity and statistical efficiency.
• Ethics: Students will understand ethical implications of using data and statistical models for making decisions.
• Analysis: Students will perform exploratory data analysis and statistical inference in appropriate application areas.
• Application of methods: Students will apply the methods in artificial intelligence, machine learning, or pattern recognition to real data.
• Students will proficiently use at least one statistical software among R, SAS, PYTHON, STATA, JMP, or SQL.
• Students will appropriately communicate the results of their analysis to various audiences.

The Animal Science program provides instruction in livestock breeding, feeding, management, selection, evaluation, and marketing, along with meat science, and equine studies. Courses emphasize the principles of genetics, nutrition, physiology, and meats as they affect production and management of livestock and animal products. Beef cattle, horses, sheep, and swine are the primary species discussed in courses.

The specializations allow students to focus their studies on Industry Relations, Production Management, Science, or Food Animal Health. The Production Management Specialization provides flexibility for students to complete courses and minors in related areas of interest. The Science and Food Animal Health Specializations are designed to meet course requirements of the Pre-Veterinary Medicine curriculum for the SDSU Professional Program in Veterinary Medicine and some other veterinary schools.  In the Industry Relations Specialization students gain the fundamentals of animal science disciplines, paired with training in communication skills and leadership to enhance their opportunities in many animal and animal products based careers.

Student Learning Outcomes
Upon completion of the Animal Science major with an Industry Specialization, students will:

• Acquire knowledge of the core sciences and best management practices that are the foundation of animal science and husbandry.
• Demonstrate effective written and oral communication skills using a variety of mediums and with various audience types.
• Demonstrate the ability to function as an effective member of a team. (Cross-curricular Skill: Teamwork)
• Develop fact-based comparisons of both sides of contemporary issues that impact diversity, inclusion, equity, and professional ethics as related to animal agriculture. (Cross-curricular Skill: Information Literacy; Ethical Reasoning; Diversity, Inclusion and Equity)
• Interpret, critically evaluate, and apply information in order to recognize problems and create solutions. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)

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.

Conservation Planning and Park Management is an interdisciplinary science that trains students to develop conservation strategies at landscape scales.  This program will prepare students for careers in Park Management, Landscape Conservation Planning, Natural Areas Management, Land Use Planning, and as a Park Ranger, and Interpretive/Naturalist.

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)

Physics is the foundation of almost all of the science and engineering disciplines. The curriculum in Physics has the flexibility to accommodate a wide range of student interests including engineering, physical science, mathematics, biological science, or health sciences. Graduates find careers in physics research, education, engineering, medicine, nuclear medicine, law, science journalism or alternatively many other choices.

Student Learning Outcomes
Upon completion of the Physics - Science Teaching Specialization, students will be able to:

• Support an environment that is inclusive to everyone regardless of race, ethnicity, gender, gender identity, sexual orientation, or disability status. (Cross-curricular Skill: Diversity, Inclusion, and Equity)
• Write a laboratory report that is appropriate for the discipline of physics and suitable for publication in an undergraduate research journal. (Cross-curricular Skill: Information Literacy)
• Defend a hypothesis or a research project by giving an oral presentation in a colloquium setting.
• Solve complex physics problems by applying scientific and mathematical principles. (Cross-curricular Skill: Problem Solving)
• Design experiments; build and use equipment; gather, analyze and interpret experimental data; and draw conclusions based upon the data. (Cross-curricular Skill: Inquiry and Analysis)
• Propose creative solutions for key issues of scientific, social, economic, or environmental merit and defend their hypothesis in either a research paper or by generating a proposal for an experimental design. (Cross-curricular Skill: Creative and Critical Thinking)

The Agronomy, Horticulture, and Plant Science Department is an integrated department that includes programs in crop production, entomology, horticulture, plant biotechnology, plant breeding, plant pathology, precision farming, soils, water management, and weed science. The primary goals of the department are to conduct research in these areas, to transmit the results to the public, and to help prepare students for an occupation in these disciplines and to become productive members of a community. Graduate training includes classroom instruction, teaching experience, seminars designed to refine oral and written skills, and meaningful experience in laboratory and field research techniques. Departmental diversity encourages collaborations among disciplines and research programs that support this graduate training.

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 in the Agricultural Education specialization will complete a professional education curriculum, as well as supportive instruction in technical agriculture, basic science, and other competencies. Graduates of the Education Specialization will qualify for a secondary teaching certificate, and will also be prepared for a variety of careers in the agricultural industry.

Student Learning Outcomes
Upon completion of the Agricultural Education 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 educational content knowledge related to effective teaching and learning of diverse groups of secondary students.
• 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 communications 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)

Chemistry is often referred to as the central science because of its strong connections to the other natural sciences and mathematics. Chemistry is therefore an area of study that allows students vast opportunity to explore the unknown and to address some of human society’s most pressing scientific problems. The Chemistry Education program will prepare students for careers in high-quality teaching of chemistry at the secondary/high school level. The curriculum consists of a set of core requirements for students to acquire fundamental chemistry content knowledge and skills shared by all high-quality chemistry teachers, requirements for cognate knowledge development and skills acquisition (e.g., mathematics and other sciences), while meeting the state licensure requirements to teach high school. The core requirements provide foundational understanding in all five sub-disciplines of chemistry (analytical, biochemistry, inorganic, organic, and physical), representing breadth of content knowledge.  The curriculum also allows for exploration into the depth of chemistry content by including elective coursework in chemistry, environmental chemistry, and a capstone research course.

Student Learning Outcomes

Upon completing a major in Chemistry Education, graduates will:

• Understand the basic concepts fundamental to chemistry.
• Be properly prepared for laboratory investigations.
• Develop in-depth knowledge of at least four of the five subdisciplines of chemistry (analytical, biochemistry, inorganic, organic, and physical).
• Demonstrate knowledge of modern chemistry topics, which could include catalysis, environmental chemistry, green/sustainable chemistry, materials science, and toxicology.
• Be able to design and execute experiments, analyze data, and use the chemical literature. (Cross-curricular Skill: Inquiry and Analysis)
• Be able to synthesize the curricular knowledge and skills in a capstone (research) experience. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy)
• Understand the scientific process and develop problem-solving skills. (Cross-curricular Skill: Problem Solving)
• Retrieve information effectively. (Cross-curricular Skill: Information Literacy)
• Develop chemical safety skills.
• Be able to rely on collaboration, effective teamwork, safety, and ethical practices. (Cross-curricular Skill: Teamwork; Diversity, Inclusion and Equity)
• Learn professional ethics. (Cross-curricular Skill: Ethical Reasoning)
• Have proficiency in essential green chemistry competencies.
• Be able to assess, comprehend, and communicate science. (Cross-curricular Skill: Inquiry and Analysis)
• Demonstrate teaching effectiveness. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Illustrate learner development.
• Recognize learning differences and learning environments. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Formulate content knowledge.
• Implement uses of multiple methods of assessment to engage learners in their own growth, to monitor learner progress, and to guide the teacher’s and learner’s decision making.
• Create plans of instruction that supports every student in meeting rigorous learning goals by drawing upon knowledge of content areas, curriculum, cross-disciplinary skills, and pedagogy, as well as knowledge of learners and the community context.
• Use a variety of instructional strategies to encourage learners to develop deep understanding of content areas and their connections, and to build skills to apply knowledge in meaningful ways.
• Engage in ongoing professional learning and use evidence to continually evaluate his/her practice, particularly the effects of his/her choices and actions on others (learners, families, other professionals, and the community), and adapt practice to meet the needs of each learner.
• Seek appropriate leadership roles and opportunities to take responsibility for student learning, to collaborate with learners, families, colleagues, other school professionals, and community members to ensure learner growth, and to advance the profession.

The Sport and Recreation Administration program at South Dakota State University prepares students to become dynamic leaders in intercollegiate athletics as well as campus and community recreation. The curriculum and internship experiences will educate students in management, marketing, communications, facilities, finance, ethics and legal issues, research, and much more. In addition to their experiential learning opportunities in their coursework, students will gain valuable real world experiences with our industry partners both on and off campus. Students graduating from the program will be equipped with a skill set that can be directly applied to a wide range of exciting career possibilities.

Student Learning Outcomes

• Management and ethical leadership: Students will understand a foundation in advanced principles and procedures of management and ethical leadership (e.g., administration, marketing, finance and budgeting) for the delivery of sport and recreation management.
• Effective communication: Students will develop effective writing and oral communication skills within the professional guidelines appropriate to graduate study in the field.
• Research: Develop effective writing and oral communication skills within the professional guidelines appropriate to graduate study in the field.
• Diversity awareness: Demonstrate an appreciation of individual differences, civic responsibility and engagement, ethical issues and all dimensions of diversity.
• Experiential learning: Demonstrate the ability to apply the disciplinary knowledge and skills in experiential learning endeavors.

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.