Master of Science in Statistics

at South Dakota State University USA

The Natural Resource Management specialization will provide training in ecology, evolution, environmental sciences, and range areas of expertise with a focus on basic and applied research.

Student Learning Outcomes

• Knowledge of program: Exhibit knowledge concerning biological and/or microbiological systems/sciences at a level appropriate to a M.S. degree holder.
• Communication skills: Be able to effectively express themselves orally and in written form.
• Understand scientific method: Understand the scientific methods and techniques for solving research problems and analyze scientific data using the appropriate statistics.
• Use statistics to analyze data: Be able to use statistics to analyze scientific data.
• Specialization: Specialize in some area of biology, biotechnology and/or microbiology, but still be broadly based in knowledge in cellular and molecular biology.
• Publish research: Be able to conduct and publish scholarly research. (Option A)
• Professional Development: Demonstrate professional development and competence so that they may enter the work force in academia or industry.

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)

The Master’s degree in Agricultural Education is designed to meet the needs of individuals who work (or plan to work) in agricultural education, non-profit organizations, post-secondary education or in agriculture leadership. The School of Education, Counseling and Human Development provides professional preparation for those who want to expand their knowledge and advance themselves professionally in the agricultural industry.

Students are able to choose from either a program in which only coursework is required or a program in which they must complete a research project or creative component. If a student elects to complete a thesis (Plan A) the program will include 30 credit hours. If a student elects to complete a creative component (Plan B), the student must complete a minimum of 32 credit hours in order to graduate. If a full coursework option is selected (Plan C), the student must complete a minimum of 36 credit hours.

Student Learning Outcomes

• Knowledge of current issues: The graduate of the curriculum and instruction program displays knowledge of current practices, research, theories, and issues in education.
• Knowledge of learning: The graduate of the curriculum and instruction program demonstrates knowledge of how students learn and is able to effectively apply that knowledge within a variety of educational roles.
• Curricular processes: The graduate of the curriculum and instruction program effectively participates in curricular processes.
• Communication skills: The graduate of the curriculum and instruction program effectively communicates.
• Foundational lifetime learning skills: The graduate of the curriculum and instruction program displays commitment to professional involvement and growth through continual learning, reflective practice, and collaboration.
• Technology: The graduate of the curriculum and instruction program makes appropriate use of educational technology.

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)

Food Science is the study of the science behind and involved with the production, preservation, packaging, and distribution of safe, wholesome, and nutritious foods.  Students will develop a knowledge base related to the basic physical, microbiological, chemical and engineering sciences as they are applied to foods.  These sciences are utilized to study the nature of foods, the causes of food deterioration and spoilage, and principles of food preservation.  This skill set is also employed by the scientists to develop and create approaches for the generation of new food products to assist in feeding the world through provision of foods that provide proper nutrition with acceptable taste and texture while maintaining affordability of the product.  Graduates with a degree in Food Science are well prepared for professional positions within the food industry or for further graduate study in Food Science.

Student Learning Outcomes
Upon completion of the Food Science curriculum a graduate should be able to demonstrate the following:

• An understanding of the chemistry underlying the properties and reactions of various food components. (Cross-curricular skill: Inquiry and Analysis)
• A practical proficiency in laboratory techniques associated with the determination of qualitative and quantitative analytical data related to physical, chemical, and biological aspects of foods and food ingredients. (Cross-curricular skill: Inquiry and Analysis)
• An understanding of microbial growth and survival as it impacts the safety, preservation, and spoilage of food systems. (Cross-curricular skill: Integrative Learning)
• An understanding of unit operations, process control and sanitation protocols as they relate to the production and preservation of a food. (Cross-curricular Skill: Problem Solving)
• An ability to apply statistical principles to the control and assurance of quality in the production of food products. (Cross-curricular Skill: Problem Solving; Critical and creative thinking)
• An understanding of the laws and regulations governing the manufacture and sale of food products. (Cross-curricular Skill: Inquiry and Analysis)
• An ability to utilize verbal and written communication skills effectively in a group environment. (Cross-curricular Skill: Teamwork; Diversity, Inclusion and Equity)
• An ability to apply critical thinking and reasoning skills while ethically applying scientific principles to resolving issues associated with foods and food systems. (Cross-curricular Skill: Ethical Reasoning)

A degree in Journalism prepares students with essential skills including: writing, speaking, critical thinking and technology. Through coursework and experiential learning opportunities, including a required internship, graduates are well-positioned for a wide variety of careers. Students may pursue a B.A. or B.S. in Journalism with coursework in both broadcast and news-editorial journalism. This versatile major prepares students to be digital storytellers, reporters, editors, designers for print, broadcast or online media, photojournalists, or communicators in government, with non-profit organizations or in the corporate world.

Student Learning Outcomes
Students completing the Journalism 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. (Cross-curricular Skill: Civic Knowledge and Engagement)
• Demonstrate an understanding of the history and role of professionals and institutions in shaping communications. (Cross-curricular Skill: Diversity, Inclusion and Equity)
• 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 Skill: Critical and Creative Thinking)
• Demonstrate an understanding of professional ethical principles and work ethically in pursuit of truth, accuracy, fairness and diversity. (Cross-curricular Skill: Foundational Lifelong Learning Skills; Diversity, Inclusion and Equity)
• Think critically, creatively and independently. (Cross-curricular Skill: 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)
• Write correctly and clearly in forms and styles appropriate for the communications professions, audiences and purposes they serve. (Cross-curricular Skill: Critical and Creative Thinking)
• Critically evaluate their own work and that of others for accuracy and fairness, clarity, appropriate style and grammatical correctness. (Cross-curricular Skill: Inquiry and Analysis; Foundational Lifelong Learning Skills)
• 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. (Cross-curricular Skill: Inquiry and Analysis)

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.

Geographic Information Science concerns the use of geographic information and data acquired from satellites and airborne platforms, and from ground based measurements and surveys of human activity and the environment. Geographic Information Science students learn how to work with geospatial data to study relationships, patterns, and trends. In the U.S. the explosion of geospatial data and their increasing use in business, government, and people’s everyday lives has led to a growing demand for qualified Geographic Information Science graduates. Geospatial science is developing rapidly, associated with developments in mobile, satellite and airborne remote sensing, computational, and big data technologies.

Student Learning Outcomes
Graduates with a major in Geographic Information Sciences 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: Critical and Creative Thinking)
• 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. (Cross-curricular Skill: Problem Solving)
• 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: Critical and Creative Thinking)
• 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)
• 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)
• Demonstrate openness to new perspectives and diverse others, evaluate the complexity inherent to multiple perspectives, and demonstrate the ability to reassess their personal perspective when appropriate. (Cross-curricular Skill: Diversity, Inclusion and Equity)

The Operations Management (OM) program has been designed to prepare students to manage operations and resources including people, equipment, facilities, finances, and processes. The OM program is an applied management program tailored to entry-level positions of responsibility in manufacturing, technical services companies, suppliers to manufacturers, and/or industrial sales.

There are two emphases for the OM program. The Manufacturing emphasis includes Lean, quality management systems, process development, workplace safety, supply chain management, and industrial controls. Students may elect to pursue an additional professional certification at graduation. The Electronics emphasis prepares students to work as supervisors or project team leaders in industries that manufacture, service, or develop electronic devices or distributed systems. Courses include circuits, digital & analog devices, networks, microcontrollers, PCBs, industrial controls, and PLCs.

Program Educational Outcomes
SDSU Operations Management graduates will become professionals who:

• Achieve positions of increasing responsibility or leadership with employers, professional organizations, or civic organizations as an indicator of professional competence, demonstrate the ability to communicate effectively, and successfully function in team environments (Professional Responsibility and Teamwork);
• Apply management, mathematics and science principles, and appropriate technology to the solution of current and future problems in the field of operations management, and (Problem Solving); and,
• Complete licensure, certification, short courses, workshops, or advanced degrees in technical, professional, or management subject areas to enhance their abilities in operations management practice and the global business environment (Professional Growth).

Student Learning Outcomes

Operations Management graduates will have:

• An ability to identify, formulate, and solve broadly defined technical or scientific problems by applying knowledge of mathematics and science and/or technical topics to areas relevant to the discipline. (Cross-curricular Skill: Inquiry and Analysis)
• An ability to formulate or design a system, process, procedure, or program to meet desired needs
• An ability to develop and conduct experiments or test hypotheses, analyze and interpret data and use scientific judgement to draw conclusions. (Cross-curricular Skill: Problem Solving)
• An ability to communicate effectively with a range of audiences
• An ability to understand ethical and professional responsibilities and the impact of technical and/or scientific solutions in global, economic, environmental, and societal contexts. (Cross-curricular Skill: Ethical Reasoning)
• An ability to function effectively on teams that establish goals, plan tasks, meet deadlines, and analyze risk and uncertainty. (Cross-curricular Skill: Teamwork)
• An ability to understand the value of diverse perspectives in the workplace. (Cross-curricular Skill: Diversity, Inclusion & Equity)

The major in Entrepreneurial Studies is designed to enhance entrepreneurial talent by providing students with the knowledge, skills and experiences to think entrepreneurially and create value in our society. The program allows students to cultivate a mindset for thinking creatively and develop the ability to be innovative. The curriculum emphasizes entrepreneurship, business management, and interdisciplinary electives.

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.