Bachelor of Science, Major in Mathematics with Specialization in Data Science

at South Dakota State University USA

Dairy Science is an application of the sciences, engineering and technology, and business toward the study of milk production and processing. The degree is designed to prepare students for a wide range of outstanding, challenging and rewarding career opportunities ranging from industry to private enterprise, government, research and higher education. The Dairy Manufacturing Major - Microbiology Specialization provides a strong biology, chemistry and microbiology focused curriculum for students with a strong interest in pursuing Microbiology related careers within the dairy industry. Students will develop a knowledge base related to the basic physical, biological, microbiological, chemical and engineering sciences, with special emphasis on microbiology, as they are applied to dairy foods.  These sciences are utilized to study the nature and development of dairy products; the unit operations involved in processing and production of quality dairy foods; the causes of deterioration and spoilage, and principles of dairy food preservation.  Students will also be exposed to business operations management as it relates specifically to a dairy processing facility. These skill sets are also utilized by scientists to develop and create approaches for the generation of new dairy food products to assist in feeding the world through provision of products that provide proper nutrition with acceptable taste and texture while maintaining affordability.  Graduates with a degree in Dairy Manufacturing-Microbiology Specialization are well prepared for professional positions within the dairy processing industry or for further graduate study in Dairy Science.

Student Learning Outcomes
Upon completion of the Dairy Manufacturing - Microbiology Specialization curriculum a graduate should be able to demonstrate the following:

• Understanding of the chemistry underlying the properties and reactions of the various components within a dairy food as they are influenced by processing conditions. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving; Integrative Learning)
• Practical proficiency in laboratory techniques associated with the determination of qualitative and quantitative analytical data related to physical, chemical, biological and microbiological aspects of dairy foods and dairy-based ingredients. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Teamwork; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Understanding of microbial growth and survival as it impacts the safety, preservation and spoilage of dairy food systems. (Cross-curricular Skill: Critical and Creative Thinking; Information Literacy; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Understanding of unit operations, process control and sanitation protocols as they relate to the production and preservation of dairy-based foods. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Understanding of cleaning and sanitation processes and protocols as they impact the control and assurance of quality in the finished dairy food. (Cross-curricular Skill: Critical and Creative Thinking; Teamwork; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Practical proficiency in application of Good Manufacturing Principles (GMP’s), Standard Operating Procedures (SOP’s), and Sanitation Standard Operating Procedures (SSOP’s) as a direct result of exposure to these items in an applied manufacturing environment. (Cross-curricular Skill: Teamwork; Problem Solving; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Understanding of the laws and regulations governing the manufacture and sale of dairy-based food products. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Civic Knowledge and Engagement; Intercultural Knowledge; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• General understanding of business operations including finance, human resources, inventory management, infrastructure requirements, loss control and purchasing. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Intercultural Knowledge; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Ability to utilize verbal and written communication skills effectively in a group environment. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Intercultural Knowledge; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Ability to apply critical thinking and reasoning skills while ethically applying scientific principles to resolving issues associated with dairy food products and processing systems. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Teamwork; Problem Solving; Civic Knowledge and Engagement; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)

The Department of Natural Resource Management offers graduate programs in both Biological Science with a Specialization in Natural Resource Management and Wildlife and Fisheries Sciences. Both degree programs award M.S. and Ph.D. degrees.

Wildlife and Fisheries Sciences

The M.S. degree program in Wildlife and Fisheries Sciences is intended to educate students for management-level positions with state and federal agencies, private companies, and for the pursuit of higher academic degrees. By using specifically identified coursework and mentoring, we strive to assist students in developing their intellectual capabilities in working with natural resources and people. In addition, each student must propose and conduct an original scientific investigation. Placement rates for M.S. graduates into positions as fisheries biologists, wildlife biologists, and other natural resource positions with state and federal agencies is extremely high.

Student Learning Outcomes

• Be knowledgeable regarding biological systems at a level appropriate to a M.S. degree holder.
• Be able to effectively express themselves orally and in written form.
• Understand the scientific method of solving problems.
• Be computer and statistically capable.
• Be specialized in some area of wildlife or fisheries, but still be broadly based in knowledge.
• Be able to conduct scholarly research.
• Understand the relationships between biological information and socioeconomic factors.
• Demonstrate professional development, especially in regard to the need for continued learning after their degree program.
• Develop a concern and feeling for the natural resources of the world.

The MSCE program offers courses, design, and research activities within Civil and Environmental Engineering that are related to structural, transportation, geotechnical, water resources, hydrology, hydraulics and environmental engineering, as well as engineering mechanics. Students can pursue an MS degree under a thesis, design paper, or coursework only option.

Program Educational Objectives

The Civil Engineering program at South Dakota State University is committed to preparing students to achieve the following educational objectives within five years beyond the baccalaureate degree.

• Graduates will have obtained professional licensure or specialized certification.
• Graduates will have engaged in professional development and life-long learning through earning advanced degrees, attending continuing education forums, or active participation in professional organizations.
• Graduates will have become actively involved in their profession, communities, and global society with a trajectory towards leadership positions.

Student Learning Outcomes

Upon graduation, students should be able to:

• Apply principles of engineering analysis and design to solve problems in civil engineering.
• Design and evaluate civil engineering systems to meet desired needs within realistic constraints.
• Communicate effectively with technical and non-technical audiences.
• Assess and reflect personal values in relation to ethical dilemmas within the civil engineering profession.
• One of the following
  • Carry out an engineering research project and provide written documentation in the form of a thesis. (Option A)
  • Develop an engineering design and provide written documentation in the form of a design paper. (Option B)
  • Provide written documentation in the form of a learning portfolio detailing how you have met 1, 2, and 3. (Option C)

Geography is the scientific study of the distribution of both physical and human features of the Earth’s surface. Geographers seek to describe, relate and explain the natural and cultural phenomena that distinguish places around the world. Geographers focus upon “where” and “why” questions concerning the global environment. Geography also functions as a bridge between the natural sciences; its perspective on the location of phenomena makes it unique among the academic disciplines. The process of change is a fundamental theme in geography and the examination of how humankind modifies the Earth is a continual emphasis. The study of geography is thus of vital concern to all citizens and provides graduates with numerous career opportunities in business, education, and government.

The Geography program is designed to provide the student with a general education as well as a concentration in the major field of study. The faculty recommends that majors take several courses in disciplines closely related to their specific area of interest in geography. Those interested in physical geography might register for associated courses in physics, agricultural sciences, botany or other allied disciplines. If one is interested in human geography, course work in sociology, economics, history, political science or foreign language or some other social science might be considered. For technical geography, computer science and mathematics courses are recommended. Qualified students may also enhance their academic experience with participation in the Undergraduate Scholars Program.

Program Emphases

• The Planning Emphasis stresses research techniques and is oriented toward future employment in governmental, industrial, military, or planning positions.
• The Environmental Planning and Management Emphasis is designed to prepare students for careers in governmental, industrial, managerial, recreational areas, and commercial corporations.

Student Learning Outcomes
Graduates with a major in Geography will:

• Demonstrate foundational and specialized knowledge in both the physical and human sciences and their interconnectedness at local, regional, and global scales. (Cross-curricular Skill: Information Literacy)
• Interpret the ethical consequences of global issues concerning the environment to strengthen commitment to local, national, and global citizenship. (Cross-curricular Skill: Ethical Reasoning)
• Demonstrate proficiency in the application of appropriate geographical technologies and techniques to address issues in the physical and/or human sciences.
• Communicate geographic ideas clearly and effectively (e.g., maps, writing, oral presentations, posters, photos, flowcharts, tables, graphs, and illustrations).
• Apply observations from laboratory and/or field experiences to analyze problems and offer solutions. (Cross-curricular Skill: Inquiry and Analysis; Problem Solving)
• Demonstrate the ability to collect, organize, analyze, and synthesize information about people, places, and environments in a spatial-temporal context. (Cross-curricular Skill: Information Literacy; Problem Solving)
• 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. (Cross-curricular Skill: Inquiry and Analysis)

The Department of Biology and Microbiology provides students with a wide range of opportunities for advanced study. The graduate faculty offer expertise and graduate student advisement in subdisciplines from molecular biology through ecology. Faculty members are very successful in obtaining extramural funds to support graduate student projects. Graduate students have modern research laboratories, equipment and field research sites available to carry out their research projects. The learning environment, scholarly excellence and quality of teaching are areas of strength in the department’s Graduate Program.

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.

As a family and consumer sciences educator, the FCSE graduate is qualified to teach content in a wide range of settings, including in middle and high schools, occupational training programs, adult programs, or to serve as an extension educator. The FCSE program prepares students with comprehensive subject matter background from all areas of family and consumer sciences, (human development, family studies, consumer affairs, apparel, housing, nutrition, hospitality, and personal finance) contributing to the versatility of the major. The program focuses on characteristics of various learners or clients, learning principles and different applications of the teaching-learning process.

Student Learning Outcomes
Upon completion of the Family and Consumer Sciences major students will:

• Analyze family, community, and work interrelationships; investigate career paths; examine family and consumer sciences careers; and apply career decision making and transitioning processes. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Ethical Reasoning; Integrative Learning; Diversity, Inclusion and Equity)
• Use resources responsibly to address the diverse needs and goals of individuals, families, and communities in family and consumer sciences areas such as resource management, consumer economics, financial literacy, living environments, and textiles and apparel. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Ethical Reasoning; Integrative Learning; Diversity, Inclusion and Equity)
• Apply principles of human development, interpersonal relationships, and family to strengthen individuals and families across the lifespan in contexts such as parenting, care giving, and the workplace. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Civic Knowledge and Engagement; Ethical Reasoning; Integrative Learning; Diversity, Inclusion and Equity)
• Promote nutrition, food, and wellness practices that enhance individual and family well- being across the lifespan and address related concerns in a global society. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Civic Knowledge and Engagement; Ethical Reasoning; Integrative Learning; Diversity, Inclusion and Equity)
• Develop, justify, and implement curricula that address perennial and evolving family, career, and community issues; reflect the integrative nature of family and consumer sciences; and integrate core academic areas. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Integrative Learning; Diversity, Inclusion and Equity)
• Facilitate students’ critical thinking and problem solving in family and consumer sciences through varied instructional strategies and technologies and through responsible management of resources in schools, communities, and the workplace. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Ethical Reasoning; Integrative Learning; Diversity, Inclusion and Equity)
• Create and implement a safe, supportive learning environment that shows sensitivity to diverse needs, values, and characteristics of students, families, and communities. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Ethical Reasoning; Integrative Learning; Diversity, Inclusion and Equity)
• Engage in ethical professional practice based on the history and philosophy of family and consumer sciences and career and technical education through civic engagement, advocacy, and ongoing professional development. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Ethical Reasoning; Foundational Lifelong Learning Skills; Diversity, Inclusion and Equity)
• Assess, evaluate, and improve student learning and programs in family and consumer sciences using appropriate criteria, standards, and processes. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Ethical Reasoning; Integrative Learning; Diversity, Inclusion and Equity)
• Integrate the Family, Career and Community Leaders of America student organization into the program to foster students’ academic growth, application of family and consumer sciences content, leadership, service learning, and career development. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Civic Knowledge and Engagement; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• The teacher candidate will foster relationships with school colleagues, parents, and agencies in the larger community to support students’ learning and well being.

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 program takes advantage of the types of courses central to a liberal arts education. Although the degree is not tied to any specific career aspiration, students often use the degree as preparation for careers in musicology, composing, music librarianship, and private studio teaching. The flexibility of the curriculum is also used by students desiring a performance-based course of study and to prepare for graduate school.

Student Learning Outcomes
Music Studies students will:

• Analyze, synthesize, and create music as a means of supporting developing careers in music education and/or performance. (Cross-curricular Skill: Inquiry and Analysis)
• Be able to perform as soloists, ensemble members, and/or chamber musicians at appropriate levels for their concentration. (Cross-curricular Skill: Teamwork)
• Integrative Learning (Cross-curricular Skill: Integrative Learning)
• Demonstrate proficient knowledge of the information literacy as pertained to research method—specifically when it comes to researching and writing about music. (Cross-curricular Skill: Information Literacy)
• SLO 5 (Diversity and Inclusion) will be assessed through learning opportunities presented in the first-year MUS 119 course, reinforced through discussion of MUEN programming, and through progress in projects associated with MUS 130, World Music. Data will be collected and analyzed every three years and stored in the Music office. Benchmark for success is that 80% of students will demonstrate proficient knowledge of the diversity of values, beliefs, practices, and ideas embodied in the discipline of music. (Cross-curricular Skill: Diversity, Inclusion and Equity)

Psychology is the discipline concerned with the study of behavior and mental processes. The teaching specialization prepares students to qualify for certification to teach psychology in one of thousands of schools nationwide.  Students pursuing this specialization should contact the College of Education and Human Sciences before their junior year.

Student Learning Outcomes
In the Psychology - Teaching Specialization, students will:

• Express fundamental knowledge and comprehension of major concepts in psychology. (Cross-curricular Skill: Inquiry and Analysis)
• Apply scientific reasoning to psychological issues/problems. (Cross-curricular Skill: Critical and Creative Thinking; Problem Solving; Ethical Reasoning)
• Show an understanding of diversity and ethical/social responsibility in professional settings. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Write competently in APA style. (Cross-curricular Skill: Information Literacy)
• Demonstrate oral competency. (Cross-curricular Skill: Information Literacy)

Dairy Science is an application of the sciences, engineering and technology, and business toward the study of milk production and processing.  The Dairy Manufacturing major focuses on processing of milk and milk products. The degree is designed to prepare students for a wide range of outstanding, challenging and rewarding career opportunities ranging from industry to private enterprise, government, research and higher education.  Students will develop a knowledge base related to the basic physical, microbiological, chemical and engineering sciences as they are applied to dairy foods.  These sciences are utilized to study the nature and development of dairy products; the unit operations involved in processing and production of quality dairy foods; the causes of deterioration and spoilage, and principles of dairy food preservation.  Students will also be exposed to business operations management as it relates specifically to a dairy processing facility. These skill sets are also utilized by scientists to develop and create approaches for the generation of new dairy food products to assist in feeding the world through provision of products that provide proper nutrition with acceptable taste and texture while maintaining affordability.  Graduates with a degree in Dairy Manufacturing are well prepared for professional positions within the dairy processing industry or for further graduate study in Dairy Science.

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

• Understanding of the chemistry underlying the properties and reactions of the various components within a dairy food as they are influenced by processing conditions. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving; Integrative Learning)
• Practical proficiency in laboratory techniques associated with the determination of qualitative and quantitative analytical data related to physical, chemical, biological and microbiological aspects of dairy foods and dairy-based ingredients. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Teamwork; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Understanding of microbial growth and survival as it impacts the safety, preservation and spoilage of dairy food systems. (Cross-curricular Skill: Critical and Creative Thinking; Information Literacy; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Understanding of unit operations, process control and sanitation protocols as they relate to the production and preservation of dairy-based foods. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Understanding of cleaning and sanitation processes and protocols as they impact the control and assurance of quality in the finished dairy food. (Cross-curricular Skill: Critical and Creative Thinking; Teamwork; Problem Solving; Foundational Lifelong Learning Skills; Integrative Learning)
• Practical proficiency in application of Good Manufacturing Principles (GMP’s), Standard Operating Procedures (SOP’s), and Sanitation Standard Operating Procedures (SSOP’s) as a direct result of exposure to these items in an applied manufacturing environment. (Cross-curricular Skill: Teamwork; Problem Solving; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Understanding of the laws and regulations governing the manufacture and sale of dairy-based food products. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving; Civic Knowledge and Engagement; Intercultural Knowledge; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• General understanding of business operations including finance, human resources, inventory management, infrastructure requirements, loss control and purchasing. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Intercultural Knowledge; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Ability to utilize verbal and written communication skills effectively in a group environment. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Teamwork; Problem Solving; Civic Knowledge and Engagement; Intercultural Knowledge; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Ability to apply critical thinking and reasoning skills while ethically applying scientific principles to resolving issues associated with dairy food products and processing systems. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Teamwork; Problem Solving; Civic Knowledge and Engagement; Ethical Reasoning; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)