Master of Science in Mathematics with Specialization in Statistics

at South Dakota State University USA

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)

Fashion Studies and Retail Merchandising is the perfect major for students who would like to spend their career in one of many roles in the dynamic, competitive, and creative fashion industry. After gaining a good understanding of fundamental business principles related to merchandising and globalization of the industry, they are qualified to become a store or department manager, buyer, or visual merchandiser. Our students also acquire a broad knowledge of people and their behavior, and an understanding of the world at large, and technical knowledge and skills to select fabrics and plan and produce fashion goods.

Student Learning Outcomes
Upon the completion of the Fashion Studies and Retail Merchandising major, students will:

• Apply industry terminology, theories, and concepts in appropriate ways to discuss and critique product quality, serviceability, regulatory compliance standards, merchandising strategies, market trends, retail environments, regulatory factors, and global factors related to the fashion and textile industry. (Cross-curricular Skill: Integrative Learning)
• Demonstrate understanding of the fashion process, including the forces that drive fashion changes and diffusion of innovation and ideas. (Cross-curricular Skill: Integrative Learning)
• Identify and interpret needs, wants, and aspirations of consumers, and outline how industry processes can be applied to forecast, plan, develop, produce, communicate, and sell profitable product lines of products that meet the marketplace’ needs. (Cross-curricular Skill: Integrative Learning)
• Demonstrate and apply knowledge about the role of dress as it reflects and shapes intra- and inter-cultural interactions, ideals, values, norms, traditions, appearance management, and human behavior. (Cross-curricular Skill: Intercultural Knowledge; Diversity, Inclusion and Equity)
• Apply knowledge of the role of dress as it is used to create, express, and fulfill identities, lifestyles, and fantasies. (Cross-curricular Skill: Intercultural Knowledge; Diversity, Inclusion and Equity)
• Understand the role of historic, socio-cultural, economic, technological, political, and psychological factors in aesthetic expression and development of styles.
• Understand how aesthetics and the design process can support quality of life.
• Demonstrate understanding how globalization, market conditions, diverse economic systems and political structures, regulatory factors, cultural norms and values, historic events, geographic locations, and social issues affect industry processes and sourcing strategies.
• Identify and evaluate issues of social responsibility, environmental sustainability, professional behavior, and ethics related to the impact of individual, organizational, societal, and corporate decision-making. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Apply critical and creative thinking skills, including the ability to objectively evaluate and compare diverse perspectives. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)
• Formulate sound conclusions and decisions by using appropriate technology, knowledge, and business practices to identify, assess, analyze relevant factors that influence the industry and related strategies. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)
• Apply qualitative and quantitative skills to problem solving and formulate creative strategies to current issues and future opportunities in the industry. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking; Problem Solving)
• Use effective and professional written, oral, and visual communication skills to inform, explain, and support ideas, decisions, evaluations, and strategies.
• Demonstrate ability to take appropriate responsibility for their personal and professional growth, including reflection and critiquing of their progress, outlining their career goals, and demonstrate self-directedness.
• Illustrate effective team working and leadership skills within professional and culturally diverse environments. (Cross-curricular Skill: Teamwork; Intercultural Knowledge; Diversity, Inclusion and Equity)

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)

Secondary school mathematics educators need to be mathematicians as well as skilled educators, so the Mathematics Education Specialists take the same challenging core upper level mathematics courses as those math majors pursuing other professional goals. In addition to this rigorous mathematics curriculum, Mathematics Education Specialists take the full block of education courses. This program allows graduates to find meaningful careers in secondary education, as well as preparing students for graduate study.

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

• Demonstrate competence in all core areas of undergraduate mathematics. (Cross-curricular Skill: Inquiry and Analysis; Critical and Creative Thinking, Problem Solving)
• Develop a career as a mathematics educator.
• Use contemporary mathematical and presentation software and technology. (Cross-curricular Skill: Information Literacy)
• Apply pedagogical knowledge to allow them to grow as a teacher. (Cross-curricular Skill: Integrative Learning, Diversity, Inclusion and Equity)
• Communicate clearly and succinctly in writing in the discipline. (Cross-curricular Skill: Inquiry and Analysis)
• Articulate complex ideas to an audience. (Cross-curricular Skill: Inquiry and Analysis)

The French Studies program allows students to learn a language, gain intercultural competence, and communicate effectively and appropriately with all people.  Studying French provides models to deal with cultural differences that are applicable in any part of the world, including the U.S Students engage with the contemporary norms that structure societies’ politics, religions, identities, and workplaces, as well as with the heritage and diversity of cultures in the French-speaking world. Students also participate in internships, study abroad, and experiential learning opportunities both locally and internationally. Courses in the French Studies program provide students with the flexibility to pair with another major, and with the skills to function and communicate effectively in any environment, and ultimately, to work competitively in the global marketplace.

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)

Sociology majors often make strong teachers because of their understanding of how people behave and interact. Students in this specialization gain mastery of sociology by studying and applying contemporary sociological theory and research to social issues such as globalization, social inequality, diversity, family, religion, or population. Additionally, students complete pedagogy courses to prepare for employment in middle school or senior high level teaching.

Student Learning Outcomes
In the Sociology major, students will:

• Apply sociological theories to understand social phenomena. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Critically evaluate explanations of human behavior and social phenomena. (Cross-curricular Skill: Critical and Creating Thinking)
• Apply scientific principles to understand the social world. (Cross-curricular Skill: Ethical Reasoning)
• Evaluate the quality of social scientific methods and data.
• Rigorously analyze social scientific data. (Cross-curricular Skill: Inquiry and Analysis)
• Use sociological knowledge to inform policy debates and promote public understanding. (Cross-curricular Skill: Civic Knowledge and Engagement)

There is a strong demand for family and consumer sciences teachers and education professionals nationwide.  Through the online Great Plains Interactive Distance Education Alliance (Great Plains IDEA) program, graduates will earn a Master’s of Science in Human Sciences with a specialization in Family and Consumer Sciences Education. Students in the program develop skills in planning curriculum, creating physical and psychological learning environments conducive to learning, developing engaging activities for learners, integrating technology, advising student organizations, working with diverse audiences and analyzing the historical and philosophical underpinnings of the family and consumer sciences profession.  Courses will also address professionalism and applying research to practice.

There are two emphases within this specialization:

• Teacher Licensure/Certification Emphasis - This emphasis is designed for those seeking initial teacher certification and is a teacher preparation focused program.
• Professional Practice Emphasis – This emphasis is designed for practicing professionals in family and consumer sciences education and extension and is a professional development/advancement focused program.

Student Learning Outcomes

• Nutrition - Students will demonstrate comprehensive knowledge of the nutritional value of food and the necessary steps for food preparation and safety.
• Diversity - Students will demonstrate a comprehensive knowledge of multicultural and pluralistic trends, including characteristics and concerns within and among diverse groups nationally and internationally.
• Careers - Students will demonstrate a comprehensive understanding of the varied careers available to individuals who pursue a career in this area.
• Communication - Students will demonstrate critical and innovative thinking.

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 English Major - Writing Specialization requires 45 hours of literature, linguistics and writing courses. Students receive a well-rounded background in literature, but with more intensive work in Creative and/or Professional writing. This program serves students seeking careers in creative or professional writing.

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 South Dakota State University Master of Science in Athletic Training (AT) program aspires to prepare engaged practitioners and contemporary leaders of athletic training. Through the cultivation of a learning environment implementing innovative and best practice pedagogies, the program exists to challenge students to become reflective, professional, and ethical practitioners dedicated to improving patients’ quality of life. The overall goals of the program are to provide students with knowledge and experiences which improve the depth and breadth of professional competency in athletic training, enhance written and oral communication abilities, and promote an appreciation for the ways research can inform practice, and/or prepare students for advanced study in the field.

The Master of Science in Athletic Training prepares students for entry into clinical practice as licensed athletic trainers. The program is two years in length and includes a blend of coursework and clinical experiences completed under the supervision of preceptors who are appropriately credentialed health care professionals. Clinical experiences will include working with a variety of patients in high schools, colleges/universities, sports medicine clinics, and medical and rehabilitation clinics. Upon successful completion of the curriculum, students will be eligible to challenge the national certifying examination for athletic trainers through the Board of Certification (BOC).

Each year the Master of Science in AT program admits (1) new cohort of students who begin their plan of study during the summer term. Admission to the program is on a competitive basis. For full admission into the athletic training program, students must complete the SDSU Graduate School application as well as a secondary selective admissions application specifically for the AT program.

Student Learning Outcomes

• Demonstrate competence and confidence: Provide confident and competent, patient-centered care that meets the essential and expected practices of Athletic Training practice in order to improve patient-outcomes.
• Demonstrate ethical behaviors: Recognize and demonstrate behaviors that reflect a commitment to legal, ethical, and professional athletic training practice in a diverse and evolving healthcare environment.
• Teamwork and collaboration: Effectively collaborate within an interdisciplinary team to provide consistent, efficient healthcare that optimizes patient outcomes.
• Critical thinking: Integrate the best available evidence, clinical expertise, and patient values to provide safe and effective care
• Prioritize the patient: Demonstrate the ability to prioritize patient safety and improve quality.
• Communication: Communicate, manage knowledge, mitigate error and support decision making using information technology.