Bachelor of Science, Major in Data Science

at South Dakota State University USA

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 English Education Specialization requires 39 hours in English and linguistics courses and is designed to prepare the student for a career in high school or middle school teaching. Students preparing for careers in secondary education will also complete the required education courses for teacher certification.

Student Learning Outcomes
The English department’s B.A. program prepares students to become innovative professionals and global citizens by teaching them to read closely and critically, write creatively and persuasively, and explore the beauty and value of diverse literatures and cultures.

• Analyze texts closely and critically, using key literary terms and concepts to interpret how the specific elements of a text contribute to its larger meanings. (Cross-Curricular Skills: Inquiry and Analysis; Critical and Creative Thinking; Integrative Learning)
• Identify significant texts, authors, periods, movements, genres, theories, or modes from literary history, explaining how literary texts engage with their historical, cultural, aesthetic, or ideological contexts. (Cross-Curricular Skills: Inquiry and Analysis; Integrative Learning)
• Identify key theoretical ideas, concepts, or methodologies and apply them to the reading and writing of texts. (Cross-Curricular Skills: Critical and Creative Thinking; Integrative Learning)
• Write argumentative, creative, and reflective texts that demonstrate focus, content, structure, evidence, style, and grammar appropriate to their rhetorical contexts. (Cross-Curricular Skills: Critical and Creative Thinking; Integrative Learning)
• Conduct scholarly research that incorporates the use of library resources and discipline-specific databases; the evaluation and integration of secondary sources; and the documentation of primary and secondary sources using MLA style.  (Cross-Curricular Skills: Information Literacy; Inquiry and Analysis)
• 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, or class shape identity and influence perception. (Cross-Curricular Skills: Critical and Creative Thinking; Inquiry and Analysis; Integrative Learning; Diversity, Inclusion, and Equity)

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 specialization allows students to focus their studies on Industry, Science, or Food Animal Health.  The Industry 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.

Student Learning Outcomes
Upon completion of the Animal Science major with a Science 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 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.

The Department of Animal Science offers graduate programs leading to the Master of Science and Doctor of Philosophy degrees in Animal Science, or the Doctor of Philosophy degree in Biological Sciences. Faculty and graduate students are actively involved in basic and/or applied research in the fields of nutrition, reproductive physiology, animal breeding and genetics, meat science, gastrointestinal microbiology and animal production.

With the multi-disciplinary approaches towards production efficiency, product enhancement, and basic science graduate students gain strong skill sets. The graduate programs are administered in collaboration with the Departments of Animal Science, Dairy Science, Veterinary and Biomedical Sciences, and Agricultural and Biosystems Engineering. The Department is committed to providing graduate students with quality educational and research experiences and preparing them to meet the challenges of a competitive job market upon graduation.

This program allows for considerable latitude in the education and training of students. Identification of a major professor with resources to support the student’s thesis project is required for unconditional acceptance into the program. An advisory committee will be formed for each student. The advisory committee will work with the student to design a unique and individualized plan of study to meet the interests and needs of the student. While the training of most students is largely directed to a single discipline represented within one of the participating departments, cross-discipline training is available and encouraged.

Student Learning Outcomes

• Communication skills: Demonstrate effective written and oral communication skills
• Apply methods and interpret results: Apply scientific method, experimental design, statistically analyze data, and interpret results
• Demonstrate technical methods: Demonstrate a proficiency in technical methods necessary to conduct research in their field
• Professional Ethics: Demonstrate an understanding of professional ethics
• Critical thinking: Critically evaluate data and solve problems in their field
• Diversity and inclusion: Relate with people of diverse backgrounds with integrity and professionalism

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 the completion of the Physics major, students will:

• 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)
• Be able to 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: Critical and Creative Thinking)

This area of specialization is designed for the person who plans to become a communication educator. While the emphasis is primarily on secondary education, the area can serve as a specialization for teaching higher education as well.

Student Learning Outcomes
Graduates will be prepared to:

• Describe the Communication discipline and its central questions by employing communication theories, perspectives, principles, and concepts. (Cross-curricular Skill: Inquiry and Analysis)
• Engage in Communication inquiry. (Cross-curricular Skill: Inquiry and Analysis)
• Create and critically analyze messages appropriate to the audience, purpose, and context. (Cross-curricular Skill: Critical and Creative Thinking)
• Demonstrate the ability to accomplish communicative goals (self-efficacy). (Cross-curricular Skill: Foundational Lifelong Learning Skills)
• Prepare for ethical public influence that embraces differences. (Cross-curricular Skill: Civic Knowledge and Engagement; Diversity, Inclusion and Equity)

The Precision Agriculture major prepares students for careers that bridge the gaps between agronomy, agriculture machinery management, and data sciences caused by the rapid evolution of high-speed sensor technology.

Student Learning Outcomes
Upon completion of the Precision Agriculture major, students will:

• Demonstrate foundational and specialized knowledge in crop management, environmental stewardships, and precision agriculture technologies and their integrations at local, regional, and global scales. (Cross-curricular Skill: Critical and Creative Thinking)
• Explore complex local, regional, and global issues using a precision agriculture 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)
• Demonstrate economic and environmental proficiency in applying the proper principles and technologies of precision agriculture and to address socioeconomic issues in Agricultural sciences. (Cross-curricular Skill: Civic Knowledge and Engagement)
• Demonstrate the ability to collect, organize, analyze, and synthesize accurate digital field maps using specialized software and have the operational knowledge for specialized precision agriculture equipment, computers, and spreadsheet applications to produce meaningful management recommendations (Cross-curricular Skill: Information Literacy)
• Effectively communicate and demonstrate openness to new perspectives and diverse others, and demonstrate the ability to reassess their personal perspective within precision agriculture activities when appropriate. (Cross-curricular Skill: Diversity, Inclusion and Equity)

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)

Psychology is the discipline concerned with the study of behavior and mental processes. It is a tremendously broad field spanning subject matter from the biological to social sciences. The study of psychology prepares students for work in fields like health care, counseling, education, social work, human resources, statistics, probation and corrections, business, politics, public relations, and more. Psychologists are commonly found working in conjunction with other professionals to contribute to every area of society. Advisors assist students to personalize curriculum plans to meet career and educational goals.

Student Learning Outcomes
In the Psychology major, 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)