Master of Science in Data Science

at South Dakota State University USA

The South Dakota State University Exercise Science program aspires to prepare health and fitness professionals with a strong understanding of the scientific concepts behind the application that is practiced in a variety of health and fitness careers. The mission of the Exercise Science program at South Dakota State University is to prepare competent entry-level Exercise Science professionals in the cognitive (knowledge), psychomotor (skills), and affective (abilities) learning domains that will assist others in adopting and championing healthy, active lifestyles.

The Exercise Science graduate will have the ability to raise awareness about health and physical activity, change behavior, and create environments that support good health practices, including, but not limited to exercise and physical activity. The exercise science professional assists people to develop self-responsibility for their own health and wellness, and implement health assessments and wellness programs that promote a healthy lifestyle. Exercise Science professionals work and study in commercial, clinical, and workplace settings to increase health, fitness, and quality of life for the general population. The exercise science professional is also able to apply their knowledge of acute and chronic exercise physiology to promote better health, reduce chronic disease, or to enhance the performance of athletes.

Student Learning Outcomes
Upon completion of the Exercise Science curriculum students will be able to meet the following outcomes:

• Apply knowledge of the acute and chronic physiological adaptations to exercise to common practices in the field of exercise physiology.
• Plan a health education/promotion program among diverse populations and in various health settings. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• Develop an academic and career plan to include coursework, degrees, professional development activities, and goals. (Cross-curricular Skill: Teamwork; Foundational Lifelong Learning Skills)
• Demonstrate competence in conducting health and fitness laboratory/field tests in exercise science.
• Create a strength and conditioning program for a healthy client that demonstrates application of the theories and principles of strength and conditioning.
• Analyze graded exercise stress test data pertaining to heart rate, blood pressure, and 12-lead ECG results.
• Perform a qualitative movement analysis of a client/athlete/patient and explain the underlying movement mechanics responsible for their faulty movement patterns. (Cross-curricular Skill: Integrative Learning)
• Apply the principles of exercise testing and prescription to special populations to create safe and effective exercise plans aimed at treating and preventing chronic illness.
• Create and lead a group fitness class utilizing the principles of an ACSM certified group fitness instructor. (Cross-curricular Skill: Critical and Creative Thinking)
• Conduct a personal fitness evaluation and evaluate the results to create a personalized fitness plan specific to the needs of the client. (Cross-curricular Skill: Critical and Creative Thinking)
• Remember, understand, and apply the knowledge, skills and abilities required of a Certified Exercise Physiologist.

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)

Chemistry is often referred to as the central science because of its strong connections to the other natural sciences and mathematics. Chemistry is therefore an area of study that allows students vast opportunity to explore the unknown and to address some of society’s most pressing scientific problems. Professional chemists are employed in a number of diverse fields: governmental policymakers, pharmaceutical and industrial chemists, intellectual property attorneys, high school teachers, and physicians. The curriculum reaches both the breadth and depth of the discipline. Students take a foundational course in each of the five subdisciplines (analytical, biochemistry, inorganic, organic, and physical chemistry) and advanced courses in these subdisciplines based on the student’s individual interests and career goals. Undergraduate training in chemistry at SDSU provides students with enhanced critical-thinking skills and problem-solving abilities, attributes that are highly desired in the modern workforce. The chemistry major is also excellent preparation for professional study in medicine, dentistry, business, and law. The American Chemical Society (ACS), in recognition of the quality and rigor of the curriculum, certifies the B.S. degree in chemistry offered by the Department. In addition to completing the degree requirements listed below, students engage in independent research projects in collaboration with departmental faculty; this capstone experience affords students a means to apply the knowledge of the discipline to questions for which the answers are unknown.

Student Learning Outcomes
Upon completing a B.S. in Chemistry, graduates will:

• Understand the basic concepts fundamental to chemistry.
• Be properly prepared for laboratory investigations.
• Develop in-depth knowledge of at least four of the five subdisciplines of chemistry (analytical, biochemistry, inorganic, organic, and physical).
• Demonstrate knowledge of modern chemistry topics, which could include catalysis, environmental chemistry, green/sustainable chemistry, materials science, and toxicology.
• Be able to design and execute experiments, analyze data, and use the chemical literature. (Cross-curricular Skill: Inquiry and Analysis)
• Be able to synthesize the curricular knowledge and skills in a capstone (research) experience. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy)
• Understand the scientific process and develop problem-solving skills. (Cross-curricular Skill: Problem Solving)
• Retrieve information effectively. (Cross-curricular Skill: Information Literacy)
• Develop chemical safety skills.
• Be able to rely on collaboration, effective teamwork, safety, and ethical practices. (Cross-curricular Skill: Teamwork; Diversity, Inclusion and Equity)
• Learn professional ethics. (Cross-curricular Skill: Ethical Reasoning)
• Have proficiency in essential green chemistry competencies.
• Be able to assess, comprehend, and communicate science. (Cross-curricular Skill: Inquiry and Analysis)

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)

Geography is the scientific study of the distribution of both physical and human features of the Earth’s surface. Geographers seek to describe, relate and explain the natural and cultural phenomena that distinguish places around the world. Geographers focus upon “where” and “why” questions concerning the global environment. Geography also functions as a bridge between the natural sciences; its perspective on the location of phenomena makes it unique among the academic disciplines. The process of change is a fundamental theme in geography and the examination of how humankind modifies the Earth is a continual emphasis. The study of geography is thus of vital concern to all citizens and provides graduates with numerous career opportunities in business, education, and government.

The Geography program is designed to provide the student with a general education as well as a concentration in the major field of study. The faculty recommends that majors take several courses in disciplines closely related to their specific area of interest in geography. Those interested in physical geography might register for associated courses in physics, agricultural sciences, botany or other allied disciplines. If one is interested in human geography, course work in sociology, economics, history, political science or foreign language or some other social science might be considered. For technical geography, computer science and mathematics courses are recommended. Qualified students may also enhance their academic experience with participation in the Undergraduate Scholars Program.

Program Emphases

• The Planning Emphasis stresses research techniques and is oriented toward future employment in governmental, industrial, military, or planning positions.
• The Environmental Planning and Management Emphasis is designed to prepare students for careers in governmental, industrial, managerial, recreational areas, and commercial corporations.

Student Learning Outcomes
Graduates with a major in Geography will:

• Demonstrate foundational and specialized knowledge in both the physical and human sciences and their interconnectedness at local, regional, and global scales. (Cross-curricular Skill: Information Literacy)
• Interpret the ethical consequences of global issues concerning the environment to strengthen commitment to local, national, and global citizenship. (Cross-curricular Skill: Ethical Reasoning)
• Demonstrate proficiency in the application of appropriate geographical technologies and techniques to address issues in the physical and/or human sciences.
• Communicate geographic ideas clearly and effectively (e.g., maps, writing, oral presentations, posters, photos, flowcharts, tables, graphs, and illustrations).
• Apply observations from laboratory and/or field experiences to analyze problems and offer solutions. (Cross-curricular Skill: Inquiry and Analysis; Problem Solving)
• Demonstrate the ability to collect, organize, analyze, and synthesize information about people, places, and environments in a spatial-temporal context. (Cross-curricular Skill: Information Literacy; Problem Solving)
• Explore complex local, regional, and global issues using a geographical 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)

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.

The history curriculum is adaptable to personal interests and needs, allowing students to explore the past and make connections to the present. Students pursuing a History Teaching Specialization may select either a Bachelor of Arts or Bachelor of Science degree in preparation for careers in various fields related to education. The program also 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)

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)

The Spanish major - Teaching specialization at SDSU consists of language, culture, literature and professional courses to prepare students for teaching careers in primary, middle or secondary schools or for further graduate study.

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

• Speak, read and write Spanish 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 Spanish-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 program provides students with a broad background in all facets of microbiology, preparing them to pursue careers in diagnostic and research laboratories, public health, agriculture, food industry, pharmaceutical companies, academia, governmental agencies, and the private sector. With the recommended electives, the graduate is prepared to pursue health-related professional or graduate education for advanced training. The goal is to provide a sound but varied educational experience.

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

• Demonstrate understanding and application of evolution; biological structure and function; biological and biochemical pathways and transformations of energy and matter; and biological systems. (Cross-curricular Skill: Information Literacy)
• Apply the process of science. (Cross-curricular Skill: Inquiry and Analysis; Information Literacy)
• Demonstrate understanding of and application of quantitative reasoning; information flow, exchange, and storage in microorganisms; relationship between science and society. (Cross-curricular Skill: Information Literacy)
• Demonstrate knowledge on how microorganisms interact with and impact their environment and the interaction between microorganisms and humans, animals and plants.
• Describe and use new and existing methods and technologies in and out of the laboratory setting.
• Tap into the interdisciplinary nature of science. (Cross-curricular Skill: Integrative Learning)
• Communicate and collaborate with other disciplines. (Cross-curricular Skill: Teamwork)