Master of Science in Statistics

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.

Dietetics prepares Registered Dietitian Nutritionists to practice dietetics at an advanced level and/or pursue doctoral study.  The program seeks to develop research skills, stimulate independent thought, and provide up-to-date knowledge in foods, nutrition, and food service/business management. This program prepares individuals to integrate and apply the principles ranging from the biomedical sciences, human behavior, and management to design, and to lead effective food, nutrition, health and wellness programs in a variety of settings. This online program will be a degree tailored for credentialed, practicing dietetics professionals who seek to enhance their knowledge in a specific area of dietetics practice or to retool for new career opportunities in dietetics practice. The student must already have the RDN credential or have a Verification Statement from an ACEND accredited Didactic Program in Dietetics. This degree does not prepare one to become a credentialed RDN.

Student Learning Outcomes

• Foundational knowledge: Apply foundational knowledge and skills in the theory and application of nutrition and dietetics sciences to professional practice, education, and research.
• Communication skills: Develop effective written and oral communication skills.
• Critical thinking: Critically analyze and synthesize scientific evidence to defend a position.
• Career preparedness: Demonstrate effective career preparedness.

The M.S. in Human Biology provides graduate-level preparation for students for successful admission to professional schools, including those not admitted directly to professional school from an undergraduate program. The program is designed to provide graduate-level preparation for students who desire admission to professional schools in human healthcare. This includes but is not limited to programs such as: Allopathic Medical Doctor (M.D.), Doctor of Osteopathic Medicine (D.O.), Doctor of Optometry (O.D.), Doctor of Chiropractic (D.C.), Doctor of Dental Surgery (D.D.S), and Master of Science – Physician Assistant Studies (M.S. – PAS). The M.S. program allows for additional opportunities to demonstrate their academic excellence and polish their professional skills. This program directly strengthens the academic capacity of the student with special attention to advanced content knowledge and case based application, professional development and professional skills needed by the healthcare provider.

Student Learning Outcomes

• Integrate the biological, biochemical, physiological and structural aspects of the human body.
• Demonstrate quantitative literacy and evaluate quantitative reasoning.
• Communicate effectively (written and oral).
• Demonstrate leadership and adhere to the ethical standards of the field.

Agricultural and Biosystems Engineering is the science of engineering applied to the products and processes of agriculture and related industries. Design projects solicited from industry provide students with relevant “real world” design experience.  This provides hands on learning in variety of technical areas such as natural resource management, irrigation and drainage, water resources development, machine dynamics and design, precision agriculture, agricultural power, properties and processing of biological materials, environmental control for livestock, indoor air quality, structures, control and disposal of agricultural wastes, computers, or instrumentation. To earn the Bachelor of Science Degree in Agricultural and Biosystems Engineering, students must have an average grade of “C” or better in courses taken and required in the ABE curriculum and take the Fundamentals of Engineering examination prior to graduation.

Program Educational Objectives

• To produce engineers that become competent in methods of analysis involving use of mathematics, fundamental physical and biological sciences, engineering sciences, and the computer skills needed for the practice of agricultural and biosystems engineering.
• To produce engineers that develop design skills, including the ability to think creatively, to formulate problem statements, to communicate effectively, to synthesize information, and to evaluate and implement problem solutions.
• To produce engineers that become capable of addressing issues of ethics, safety, professionalism, cultural diversity, globalization, environmental impact, and social and economic impact in engineering practice.
• To produce engineers that will contribute to agricultural profitability though the development, adaptation, and proper use of improved and safer engineering technologies, production systems, and management practices.

Student Outcomes

Graduates of the Agricultural and Biosystems Engineering program will have:

• An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics.
• An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors.
• An ability to communicate effectively with a range of audiences.
• An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts.
• An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives.
• An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions.
• An ability to acquire and apply new knowledge as needed, using appropriate learning strategies.

The history curriculum is adaptable to personal interests and needs, allowing students to explore the past and make connections to the present.  The Bachelor of Arts or the Bachelor of Science degree in history prepares students for careers in various professional occupations, law, journalism, teaching, business, public service, library sciences, international work, historical research, and provides a necessary background for graduate work or other specialized training.

Student Learning Outcomes
Students with a major in History will be able to:

• Demonstrate a knowledge of the most important historical events in U.S. History, including an in-depth study of issues facing minorities within the U.S. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Demonstrate a knowledge of the most important historical events beyond the United States. (Cross-curricular Skill: Intercultural Knowledge)
• Interpret the past in context; contextualize the past on its own terms. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Develop a disciplined, skeptical stand and outlook on the world that demands evidence and a sophisticated use of information. This includes recognizing the difference between strong and weak arguments based on evidence, seeking use of proper citations and peer review in other works. (Cross-curricular Skill: Inquiry and Analysis)
• Demonstrate an awareness that knowledge is often incomplete or imperfect, and thus multiple alternatives must be considered and conclusions are subject to change. (Cross-curricular Skill: Critical and Creative Thinking)
• Know the difference between primary and secondary documents, demonstrate how and when to cite in the format of the profession.
• Identify and summarize the historical arguments of other scholars.
• Frame a historical question and develop research strategies to address it, generate historical argument that is reasoned and based on evidence selected, arranged and analyzed. (Cross-curricular Skill: Critical and Creative Thinking)
• Effectively navigate the library and online databases, as well as the archives or in the community for primary sources, peer-reviewed literature and book reviews. (Cross-curricular Skill: Information Literacy)

The Master of Architecture (M.Arch.) program prepares professional leaders with specialized knowledge and skills to meet the nation’s needs in design, build, and education.  The aim of the program is to prepare architecture majors to practice in a full range of contexts and settings.

The Master of Architecture degree is comprised of a 48 credit hour, four semester graduate curriculum which rounds out the department’s seven semester NAAB accreditation candidate professional program. (See department website (www.sdstate.edu/arch/) for NAAB Professional Program details.)

Student Learning Outcomes

• Research: Understand the theoretical and applied research methodologies and practices used during the design process.
• Project Implementation: Demonstrate the skills associated with making integrated decisions across multiple systems and variables in the completion of a design project. This demonstration includes problem identification, setting evaluative criteria, analyzing solutions, and predicting the effectiveness of implementation.
• Integrative Decision-Making: Be able to make design decisions within a complex architectural project while demonstrating broad integration and consideration of environmental stewardship, technical documentation, accessibility, site conditions, life safety, environmental systems, structural systems, and building envelope systems and assemblies.
• Mediated Practices: Use a diverse range of mediated practices to think about and convey architectural ideas, including writing, investigating, speaking, drawing, and modeling.  
• Ethics: Understand the ethical issues involved in the exercise of professional judgment in architectural design and practice and understanding the role of the NCARB Rules of Conduct and the AIA Code of Ethics in defining professional conduct.Team Building: Understand the methods for selecting consultants and assembling teams; identifying work plans, project schedules, and time requirements; and recommending project delivery methods.

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 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 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.

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)