Master of Science in Mathematics with Specialization in Statistics

at South Dakota State University USA

SDSU, in partnership with the University of Minnesota (U of MN), is offering a collaborative Professional Program in Veterinary Medicine leading to a Doctor of Veterinary Medicine (DVM) degree. Students must first complete all their pre-veterinary requirements and then can apply to the new professional program.  Students admitted to the professional program will be allowed to dual-enroll in the Biological Sciences (M.S.) - Veterinary Medicine Specialization, thus having the opportunity to simultaneously earn an M.S. degree while completing the PPVM coursework needed for transitioning to the University of Minnesota to complete the final two years of the DVM degree. For more information visit the Association of American Veterinary Medical Colleges, Veterinary Medical College Application Service (VMCAS).

Student Learning Outcomes

Students will:

• Demonstrate understanding of central biological principles and mechanisms that underlie animal health and disease from the molecular to histologic to gross levels.
• Demonstrate knowledge of normal function and behavior, pathophysiology, clinical manifestations, diagnosis, treatment, and management or control of important domestic and foreign animal diseases.
• Demonstrate understanding of food safety, zoonotic disease, and public health issues.
• Retrieve and integrate information from the veterinary literature.
• Ability to understand and interpret research related to mechanisms of disease, diagnostic technology, and treatments.

The Data Science major prepares students to use the power of data to help organizations of all sorts and society as a whole to make better decisions.  Students learn to use mathematics, statistics, and computational tools to analyze data of all sorts, and learn to communicate the results of their analysis in order to produce the greatest positive impact.  Graduates are prepared for any post-graduation outcome including immediate entry into the professional world or further study in a pursuit of a M.S. in Data Science.

Student Learning Outcomes
Upon completion of the Data Science major, students should be able to:

• Apply concepts and methods from Calculus and Linear Algebra. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy)
• Work as part of a team to solve a complex Data Science problem. (Cross-curricular Skill: Teamwork)
• Gather requirements from professional contexts and translate them into a clearly articulated data analysis problem. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)
• Identify, gather, and prepare data necessary for analysis (Cross-curricular Skill: Inquiry and Analysis)
• Select the optimal combination of mathematical, statistical, and computing techniques necessary to solve a problem. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving)
• Conduct analysis in a manner that produces well-understood and reproducible results and avoids common analytical and ethical problems associated with data analysis. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Problem Solving)
• Interpret and communicate results in the optimal combination of written, graphical/visual, and verbal means, to provide actionable intelligence to the stakeholder. (Cross-curricular Skill: Problem Solving)
• Appreciate the value of and work efficiently with a diverse group of individuals. (Cross-curricular Skill: Diversity, Inclusion and Equity)

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.

Agricultural Systems Technology graduates serve an increasingly complex agricultural industry in a wide variety of ways. These individuals have a sound fundamental knowledge of agricultural and biological sciences related to the technical, mechanical and energy aspects. This background combined with a solid understanding of the interactions between agriculture and society provides AST graduates many career opportunities. Graduates use their technological knowledge, coupled with managerial and leadership skills, to increase America’s food and energy supply, security, and safety. Graduates may pursue careers in renewable energy such as ethanol and bio-diesel, farm machinery and equipment, natural resources, livestock facilities and systems, and production agriculture.

Student Learning Outcomes

Upon completion of the Agricultural Systems Technology major, students will have:

• The ability to apply knowledge of mathematics and science. (Cross-curricular Skill: Information Literacy)
• An ability to design and conduct experiments, as well as to analyze and interpret data. (Cross-curricular Skill: Inquiry and Analysis)
• An ability to function on multidisciplinary teams. (Cross-curricular Skill: Teamwork)
• An ability to identify, formulate, and solve problems. (Cross-curricular Skill: Problem Solving)
• An understanding of professional and ethical responsibility. (Cross-curricular Skill: Ethical Reasoning)
• An ability to communicate effectively.
• A recognition of the need for, and an ability to engage in life-long learning. (Cross-curricular Skill: Foundational Lifelong Learning Skills)
• A knowledge of contemporary issues.
• An ability to use the techniques, skills, and modern tools necessary to identify solutions to problems.

Rangeland Ecology and Management focuses on the scientific study of rangelands, arid regions and grasslands to achieve resource management for maximum benefit and environmental balance. Graduates are well prepared for careers in a variety of land management fields, as well as agency and private sector positions.

Student Learning Outcomes
Upon completion of the Rangeland Ecology and Management specialization, 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)

A major in advertising will prepare students with effective written and visual communication, critical thinking, strategy, design, and research skills. Through coursework and experiential learning experiences, including a required internship, graduates gain experience working on teams to develop solutions for applied projects, clients, and competitive campaigns.

Student Learning Outcomes

Students completing an advertising major will be equipped to:

• Understand and apply the principles and laws of freedom of speech and press, for the country in which the institution that invites ACEJMC is located, as well as receive instruction in and understand the range of systems of freedom of expression around the world, including the right to dissent, to monitor and criticize power, and to assemble and petition for redress of grievances.
• Demonstrate an understanding of the history and role of professionals and institutions in shaping communications.
• Demonstrate an understanding of gender, race, ethnicity, sexual orientation and, as appropriate, other forms of diversity in domestic society in relation to mass communications. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Demonstrate an understanding of the diversity of peoples and cultures and of the significance and impact of mass communications in a global society. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Understand concepts and apply theories in the use and presentation of images and information. (Cross-curricular Skills: Diversity, Inclusion and Equity, Information Literacy)
• Demonstrate an understanding of professional ethical principles and work ethically in pursuit of truth, accuracy, fairness and diversity. (Cross-curricular skill: Ethical Reasoning)
• Think critically, creatively and independently. (Cross-curricular Skills: Inquiry and Analysis, Critical and Creative Thinking)
• Conduct research and evaluate information by methods appropriate to the communications professions in which they work. (Cross-curricular Skill: Inquiry and Analysis, Information Literacy)
• Write correctly and clearly in forms and styles appropriate for the communications professions, audiences and purposes they serve.
• Critically evaluate their own work and that of others for accuracy and fairness, clarity, appropriate style and grammatical correctness. (Cross-curricular Skill: Critical and Creative Thinking)
• Apply basic numerical and statistical concepts. (Cross-curricular Skill: Inquiry and Analysis)
• Apply tools and technologies appropriate for the communications professions in which they work.

The Food Science program offers excellent opportunities for graduate level coursework and research leading to academic or industry careers in Food Science.  Graduate students receive advanced preparation related to food processing, product development, and food safety.  Food Science is a multi-disciplinary program that is administered by the Department of Dairy and Food Science, but may also include such diverse areas as animal science, food grain processing, and agricultural & biosystems engineering.

Student Learning Outcomes

• Exhibit knowledge concerning food science at a level appropriate to a M.S. degree holder.
• Demonstrate adequate presentation and communication skills, including thesis and journal article writing, poster and oral presentation skills.
• Demonstrate information literacy for science-based inquiry and critical review of existing knowledge sources.
• Demonstrate an understanding of scientific methods and application of analytical techniques for solving research problems.
• Develop a deep understanding of experimental design, statistical analysis and use of inferential statistics to make valid judgements based on scientific data.
• Specialize research focus in some area of food processing, food product development, food microbiology or food safety, but still be broadly based in knowledge in food science.
• Be able to conduct and publish scholarly research. (Option A)
• Demonstrate professional development and competence so that they may enter the work force in academia or industry.

The Art Education specialization is part of the Studio Art Program and prepares majors for careers as art educators in elementary and secondary schools (K-12). Art Education comprises courses from the Studio Art Program and the Secondary Teacher Education Program. The curriculum prepares students for the state educator certification process which includes the successful completion of a state-designated pedagogy test. Students pursue a Bachelor of Fine Arts (BFA) degree that provides instruction in all the studio art areas focusing on technical and conceptual development along with the coursework in teaching and learning.

Student Learning Outcomes
The courses in the Art Education specialization are designed to provide students with fundamental experiences necessary in visual knowledge, decision-making and the mechanisms of creative and expressive abilities. The program offers candidates interested in teaching art in schools (K-12) a strong and diverse program in art education. Upon completion of our curriculum, the student is prepared for certification as an art teacher to teach levels from kindergarten through high school. The art education curriculum, in accord with the College of Education and Human Sciences Undergraduate Teacher Education Program at South Dakota State University, provides candidates with the skills and experience necessary to develop effective teachers.

Upon completion of the Art Education specialization, students will be able to:

• Apply the basic principles of visual organization, in two and three dimensions, to the creation and the analysis of works of art. This includes the application of fundamental drawing skills, design concepts, color theory, and studio specific applications. (Cross-Curricular Skills: Inquiry and Analysis; Integrative Learning)
• Generate a body of original works of art that exhibits a coherent set of artistic/intellectual goals. (Cross-Curricular Skills: Foundation of Lifelong Learning Skills; Critical and Creative Thinking; Problem Solving; Integrative Learning)
• Analyze and critically evaluate works of art and design from various cultures and historical periods as well as the ability to apply art historical context to their own work. (Cross-Curricular Skills: Inquiry and Analysis; Critical and Creative Thinking; Diversity, Inclusion, and Equity)
• Articulate, both orally and written, a critical discourse on their artwork and processes, the artwork of others, and art history through the appropriate application of art and design language and concepts. (Cross-Curricular Skill: Integrative Learning)
• Demonstrate the skills required by professional artists in the communication, documentation, and exhibition of their artwork and experience. (Cross-Curricular Skill: Integrative Learning)
• Understand the principles of children’s artistic development, and to use that knowledge to design active learning opportunities that are appropriately adopted for varied developmental levels and diverse approaches to teaching and learning. (Cross-Curricular Skills: Integrative Learning; Critical and Creative Thinking)
• Integrate pedagogical studies with knowledge of specific disciplines to create meaningful learning experiences. (Cross-Curricular Skills: Integrative Learning; Critical and Creative Thinking)
• Develop assessment strategies to evaluate student progress, and to utilize the results to determine whether curricula programs are addressing student needs and facilitating student achievement. (Cross-Curricular Skills: Integrative Learning; Critical and Creative Thinking)

The M.S. in Interdisciplinary Sciences program is an innovative, flexible, and highly individualized graduate program designed to meet students’ academic and professional goals. Students will work with their advisor to finalize their plan of study in at least two or three disciplines, using classes that are relevant to supporting the student in achieving their educational goals. Students will complete a plan of study with a research/design paper or coursework only option.

Student Learning Outcomes

• Demonstrate an understanding of the relationship between the various disciplines incorporated into their plan of study;
• Identify and apply relevant theoretical frameworks;
• Have fundamental knowledge of their disciplines and specific knowledge of their particular area of study; and
• Demonstrate mastery of subject matter on their plan of study.

Students who undertake a project will be able to:

• Develop a plan for the project or develop a plan for a scholarly or creative work;
• Locate, retrieve and utilize appropriate information;
• Read, understand, and critically review the primary literature or previous creative works;
• Utilize appropriate methodologies to conduct an applied study, implement a project, or utilize appropriate skills to produce a creative work;
• Analyze results using qualitative or quantitative techniques when appropriate;
• Compare their results to previous studies when appropriate;
• Explain the contribution of their work to the broader field of existing knowledge or to previously created works; and
• Communicate the originality of, as well as the independent thinking and rationale for their work, in oral or written format.

Students who undertake the course completion option will be able to:

• Undertake scholarly or creative work as demonstrated in specific class assignments;
• Locate, retrieve and utilize appropriate information;
• Read, understand, and critically review the primary literature or previous creative works;
• Analyze results using qualitative or quantitative techniques when appropriate;
• Compare their results to previous studies when appropriate;
• Explain the contribution of their work to the broader field of existing knowledge or to previously created works; and
• Communicate the originality of, as well as the independent thinking and rationale for their work, in written or oral format.

The M.S. in Nutrition and Exercise Sciences provides an opportunity to specialize in Nutritional Sciences or Exercise Science. Students are prepared for careers in clinical, industry, or research fields. A partial list includes clinical dietitians, public health nutritionists, research dietitians, clinical exercise physiology, strength and conditioning, research assistants or coordinators, instructors, or public health officials.

Student Learning Outcomes

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