Explores principles and applications of data ethics within a broader social framework that prioritizes conversations about policy, regulatory frameworks, accountability, transparency, and governance models. Will discuss who is responsible for doing responsible data science, question how our work shapes the world around us, and understand the impacts of big data on people and communities.

This is the capstone seminar for students in the Security and Justice track of Global Studies.

For students advanced beyond the level of ENCW 2600. Involves workshop of student work, craft discussions, and relevant reading. May be repeated with different instructor. For instructions on how to apply to this class or more details, please visit our program website at creativewriting.virginia.edu/ugrad.

Course provides students experience w/data science within a framework of data ethics in service of equity-oriented public policy. Primary goals are:collaborate w/community partner on project that advances social justice and policy understanding; practice working with real data and moral & ethical implications of work; and develop experience in data workflows that support ethical data science.

Ecological Economics augments standard economics by stressing the coevolution of natural systems with human institutions, including markets, and elevating sustainability and justice (not merely efficiency) as essential societal goals. In this course, students examine ecological-economic relationships, outcomes, challenges, and solutions, in the context of local and global agricultural, resource, environmental, and development issues.

The course is designed to not only teach students tools necessary to visualize data but also effective techniques for explaining data driven results with an emphasis on communicating statistical output in a manner that best represents the findings. Examples might include tailoring messages based on the audience or shaping visualizations to follow a story-line. Content on the development of interactive plots and dashboards will also be included.

This poetics seminar, designed for students in the English Department's Area Program in Poetry Writing but open to other students on a space-available basis, is a close readings course for serious makers and readers of poems. Seminar topics vary by semester. For more details on this class, please visit the department website at creativewriting.virginia.edu/ugrad.

Examines how value is measured, created, and maximized. Beginning with an introduction to accounting, instruction covers the fundamentals of measuring and reporting revenue, costs, cash flow, assets, liabilities, and equity. Explores the financial decisions that management must make, including break-even analysis, budgeting, investment in assets, and funding with debt equity.

In this course, students gain experience applying global perspectives, as well as research methods and techniques, to one of several real-world issues. Team-taught, the course allows students to choose a path that includes a methodological foundation, a deep dive into a particular method, a chance to practice a useful skills related to Global Studies professions, and culminating in the applied research project.

Covers the practice of data science, including communication, exploratory data analysis, and visualization. Also covered are the selection of algorithms to suit the problem to be solved, user needs, and data. Case studies will explore the impact of data science across different domains.