Master of Science in Statistics

at South Dakota State University USA

The Interdisciplinary Studies major is designed for those pursuing unique educational goals. Each student develops a goal-driven plan of study approved by the department selecting coursework relevant to those unique goals. Career opportunities for graduates are vast, evolving from the knowledge, skills and attitudes acquired through a well-designed plan of study. Interdisciplinary studies graduates have been very successful in the job market and in gaining acceptance to graduate/professional schools. Most graduates pursue careers in broad industries or emerging fields. Intensive advising and career planning are critical elements to ensure the plan of study appropriately prepares students for future goals.

Student Learning Outcomes
Interdisciplinary Studies graduates will be able to:

• Analyze how historical and metaphorical models support research and problem solving through diverse disciplinary approaches. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy; Diversity, Inclusion and Equity)
• Apply interdisciplinary analytics to research. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Integrative Learning; Diversity, Inclusion and Equity)
• Express interdisciplinary understanding of a complex problem through the integration of disciplinary insights in an undergraduate research project. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Information Literacy; Foundational Lifelong Learning Skills; Integrative Learning; Diversity, Inclusion and Equity)
• Illustrate how interdisciplinary study contributes to success in future professional and personal goals. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy; Integrative Learning; Diversity, Inclusion and Equity)

The French Teaching specialization at SDSU consists of the same aims and content as the French B.A. In addition, teaching candidates receive training in the most current professional standards and methods for teaching excellence in French in the cultures from the French-speaking world. Experiential learning course offerings and service-learning sites complement the program with hands-on teaching opportunities. Program graduates typically secure teaching positions domestically and abroad in public and private schools, immersion classroom, or they receive further training in order to teach English as a Second Language and prepare for University-level teaching.

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

• Speak, read and write French at the Intermediate-High or Advanced level, developing solid competence in the language needed for everyday life and advanced narrative skills in the past, present, and future. (Cross-curricular Skills: Intercultural Knowledge; Inquiry & Analysis; Information Literacy)
• Demonstrate understanding of and growth in the skills required for intercultural communication and competence and life-long learning. (Cross-curricular Skill: Intercultural Knowledge; Diversity, Inclusion and Equity; Critical & Creative Thinking)
• Identify the cultural perspectives of the French-speaking world’s civilizations and their cultural products, such as literatures, arts, institutions, pop cultures, etc. and compare the cultural frames that determine everyday life in French- speaking cultures and the U.S. (Cross-curricular Skills: Intercultural Knowledge; Critical & Creative Thinking; Inquiry & Analysis; Information Literacy)
• Adapt behavior to a variety of cultural contexts through critical analysis of cultural frames. (Cross-curricular Skills: Intercultural Knowledge; Creative & Critical Thinking; and Diversity, Inclusion and Equity)
• Articulate the value of their language and cultural studies and apply this knowledge in future employment. (Cross-curricular Skill: Intercultural Knowledge; 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.

The major in Agricultural Business prepares students to excel in the challenging environment of the modern agricultural industry. Graduates are creative, adaptable, and well educated in economics and management. The program combines education in management and economics with a strong technical knowledge in production agriculture and skills in problem solving. The curriculum emphasizes economic theory, agricultural business management, quantitative methods, and agricultural and biological science electives. Students interested in pursuing a graduate degree in agricultural economics, agri-business, or related fields are well prepared by this degree program.

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 Mathematics degree program provides an outstanding educational experience to students interested in any of the wide range of excellent career or graduate school choices available in the mathematical sciences. The undergraduate mathematics curriculum is organized into three cores: the General Education Core, the Mathematics Core, and the Professional Core. Options for the Professional Core are the Computational Science Concentration, the Financial Engineering Curriculum, the Open Concentration, and the Mathematics Education Specialization. The flexible, specialized paths are available that lead to the best career options open to mathematicians and statisticians.

Student Learning Outcomes
Upon completion of the Mathematics major, students will be able to:

• Apply concepts and methods from Calculus and Linear Algebra. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)
• Analyze, evaluate, and create mathematically rigorous arguments.(Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking)
• Use contemporary mathematical, statistical, and educational software and technology to create models, analyze data, or explain concepts as appropriate for student’s focus. (Cross-curricular Skill: Critical and Creative Thinking; Problem Solving)
• Work as part of a team to solve a complex mathematical or statistical problem.
• Demonstrate mathematical independence by critically reading, understanding and re-explaining mathematical, statistical, or mathematics pedagogy resources. (Cross-curricular Skill: Information Literacy)
• Communicate complex mathematical, statistical, or mathematics pedagogical ideas clearly and succinctly both in writing and verbally as appropriate for student’s focus. (Cross-curricular Skill: Inquiry and Analysis)
• Exhibit strength in at least one career-focused or graduate school preparatory area of mathematics or statistics. (Cross-curricular Skill: Critical and Creative Thinking)
• Understand and appreciate the contributions to the field of mathematics and statistics by a diverse group of individuals and how the student fits and works in this group. (Cross-curricular Skill: Diversity, Inclusion and Equity)

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.

A degree in Studio Art prepares majors for careers as fine artists, graduate study in fine arts, and entry-level positions in art and graphic design. The degree focuses on the breadth of general studies combined with visual arts studies where majors receive certificates in one or more of the following areas: Animation, Art History, Ceramics, Painting, Printmaking, Sculpture. A 30-hour visual arts core supports the degree and creates a foundation of success in art related fields.

Student Learning Outcomes
Upon completion of the Studio Art program, 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 in their chosen area of specialization that exhibits a coherent set of artistic/intellectual goals. This includes the application of the relevant technologies and media associated with their area of specialization as well as other studio disciplines. (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)

The department has three academic components:

• The first year School of Design cross-disciplinary experience.
• The three semester pre-professional building arts and public works design experience.
• The seven semester professional program experience.

A Bachelor of Fine Arts in Architecture degree (BFA-Arch) is recommended for those who want a studio-based liberal arts education in architecture as their first post-secondary experience.  Students in this program typically come from high school, community colleges / technical institutes, and transfer from other majors.  The B.F.A. in Architecture is 120 credit hours in eight semesters that can be completed in four regular (Fall & Spring only) academic years.  Students completing the B.F.A. can apply to the two year Master of Architecture program to cap the education as NAAB accredited professional training in architecture.  One must hold an NAAB accredited degree to become an architect.

Student Learning Outcomes

Upon completion of the architecture major, students will be able to:

• Move ideas from abstract to concrete through graphical methods.
• Measure and understand the impact of ideas on theoretical, social, political, economic, cultural, and environmental contexts.
• Use a diverse range of mediated practices to think about and convey architectural ideas, including writing, investigating, speaking, drawing, and modeling.
• Comprehend the technical aspects of both construction and mediating technologies and be able to apply that comprehension to architectural solutions.
• Capacity to synthesize a wide range of variables into an integrated design solution.
• Understand business principles for the practice of architecture, including management, advocacy, and the need to act legally, ethically, and critically for the good of the client, society, and the public. (Cross-curricular Skill: Ethical Reasoning)

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)

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