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The听Data Studies minor primarily investigates the grounded and relational characteristics of data science by considering how we gather, organize, and analyze data 鈥� both qualitative and quantitative 鈥� to offer predictions or explanations about the world.听This requires offering students courses that provide the opportunity to learn a collection of powerful intellectual methods that can be applied to various contexts. Further, the program encourages students to deeply explore the ethical considerations involved in planning an experiment, collecting and analyzing data, and disseminating results. This exploration can include navigating historical and contemporary moral issues, including those related to how fairness and bias can impact individuals and communities. Recognizing that ethical considerations in data science (and more broadly) are often subject to debate, the minor provides opportunities to learn how different disciplines, and even individuals within the same discipline, can hold differing views on what is "fair" or "ethical," and how those perspectives influence the assessment of unintended consequences. Through this experience, students learn to ask questions that data scientists can answer 鈥� which questions we think to ask and how we pose them.
Minor Requirements
The Data Studies minor at 冈本视频 consists of five courses, providing a comprehensive foundation in methods for gathering, organizing, and analyzing data to answer sometimes complicated questions about the world's phenomena.
Introductory Course
Provides an introduction to data collection, summarization, and analysis. Students learn how to translate real-world questions they can answer with data science 鈥� methods for exploring, visualizing, analyzing, and communicating about data.
One of the following:
Responsibility and Transparency
This requirement is met by courses that focus on ethical and moral responsibility or clear and transparent communication. Both goals are critically important for conducting sound data-oriented work.听Courses fulfilling this requirement have an attribute of DART in the course offerings.
One course from the following:
- DATA 201听-听Ethical Issues in Data Practice
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- FMST 364听-听Desiring Machines: AI and Race in Contemporary Media
- GEOG 340听-听Geosurveillance, Privacy, and Power
- PHIL 111听-听Ethics
- PHIL 211听-听Ethics and Economics
- PHIL 214听-听Medical Ethics
- PHIL 335听-听Contemporary Epistemology
- WRIT 110听-听Academic Persuasions: An Introduction to Rhetoric, Research, and the Academic Essay
- WRIT 203听-听Argumentation
Human Experience, Public Affairs, and Policy
This requirement is met by courses that lead students to critically engage with diverse forms of data鈥搎uantitative or qualitative data, scholarly literature, case studies, or visual media鈥攊n the context of geographic, political, environmental, and cultural issues. These courses push students beyond the technical aspects of working with data to focus on the broader context and implications of their data-oriented work.听Courses fulfilling this requirement have an attribute of DAHP in the course offerings.
One Course from the following:
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- COSC 204听-听Computing and Society
- ECON 219听-听Chinese Economy
- ECON 228听-听Environmental Economics
- ECON 230听-听The Economics of Poverty in the United States
- ECON 231听-听Inequality and Public Policy
- ECON 232听-听Economics of Education
- ECON 238听-听Economic Development
- ENST 200听-听Environmental Science: Challenges and Solutions
- ENST 233听-听Global Environmental Health Issues
- ENST 240听-听Sustainability: Science and Analysis
- ENST 241听-听Sustainability and Climate Action Planning
- ENST 250听-听Environmental Policy Analysis
- GEOG 105听-听Climate and Society
- GEOG 108听-听Digital Earth
- GEOL 311听-听Environmental Geophysics
- GEOL 315听-听Conservation Paleobiology
- GEOL 335听-听Hydrology and Geomorphology
- GPEH 100听-听Introduction to Global Public and Environmental Health
- HIST 306听-听History of Data in the United States
- LING 222听-听The Theories and Practice of Second Language
- PCON 322听-听Weapons and War
- RELG 254听-听AI and God: Reconciling Science, Religion, Artificial Intelligence
- REST 150听-听Russian Propaganda
- WRIT 248听-听Discourses of Race and Racism
Reseach Methods
Courses fulfilling this requirement expose students to how data-oriented work is done to answer important questions within their chosen discipline. These courses train students to produce knowledge using the best practices of their chosen discipline.听Courses fulfilling this requirement have an attribute of DARM in the course offerings.
One course from the following:
- ANTH 211听-听Ethnographic Methods
- ANTH 253听-听Field Methods and Interpretation in Archaeology
- ASIA 200听-听Centering Asia
- ASTR 312听-听Astronomical Techniques
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- BIOL 310听-听Epidemiology
- BIOL 316听-听Bioinformatics
- BIOL 320听-听Biostatistics
- CHEM 371听-听Instrumental Methods
- COSC 306听-听Algorithmic Game Theory
- COSC 410听-听Applied Machine Learning
- COSC 426听-听Natural Language Processing
- ECON 375听-听Applied Econometrics
- EDUC 226听-听Uses and Abuses of Educational Research
- GEOG 245听-听Geographic Information Systems
- GEOG 331听-听Environmental Data Science
- GEOG 346听-听Advanced Geographic Information Systems
- GEOL 215听-听Paleontology of Marine Life
- LGBT 220听-听Exploration in LGBTQ Studies
- LING 200听-听Science of Language Acquisition
- MATH 240听-听Computational Statistics with R
- PHIL 225听-听Logic I
- POSC 312听-听Exploring Politics with Data
- PSYC 309听-听Quantitative Methods in Behavioral Research
- RELG 352听-听Theory and Method in the Study of Religion
- SOCI 250听-听Sociological Research Design and Methods
Data Studies Capstone Experience
Courses fulfilling this requirement are designed to provide students with a more sophisticated understanding of research methods in their discipline or expand their ability to ask and answer nuanced, data-driven questions about the world. Courses fulfilling this requirement have an attribute of DACE in the course offerings.
This requirement can be fulfilled by taking a capstone course in Data Studies or by taking one 300- or 400-level course from the following:
- Human Experience, Public Affairs, and Policy (listed above)
- Research Methods from a Major Program (listed above)
Data Studies Program
For more information about the department, including Faculty, transfer credit, awards, etc., please visit the 听catalog page.听