Critique models and adapt them to a variety of data sets. Gain a deeper understanding of core ML concepts. Build towards neural networks (latent index models, more complex linear models with non-linear transformations of the data). Compare new methods to kNN, clustering, linear models from ML1 to discuss performance differences as complex and predictive power increases. How mathematical concepts are present in the models presented.

Each student or small group will develop a project, be matched with a Global Studies faculty mentor, identify relevant community groups, and spend the semester working on that project. Students will discuss ideas, formulate plans, identify tactics, and engage with important social justice literatures. Importantly, the course will engage with the project of activism itself, which has the potential to replicate systems of inequality.

What are the strengths and weaknesses of the major policy-making institutions, and how does the current system of American governance compare with that of other advanced societies? This class will examine the key institutional and political actors in policymaking; focusing on the increasing fole of non-governmental institutions in problem solving.

This course examines how the world's major states and regions manage their public finances and economic policies through their budgetary processes and institutions.

Introduces the development of Brazilian culture from 1500 to the present. This course is taught in English and does not fulfill the language requirement.

In this course, we explore what actually makes a body¿biology, flesh and bone, technology, maybe even immigration documents? We¿ll think about how medicine sees the body¿what makes us ¿healthy¿ or ¿sick¿¿as well as when concepts like race, gender, and sexuality help us understand bodies¿ and when they don¿t. 

This two-part program will pair students in Rwanda studying at the University of Global Health Equity with UVA students to investigate global health topics relevant to both countries. In groups of four, students work over the course of the year on a research topic of their choice.  eGlobal provides a faculty-supported platform for UVA students to engage in meaningful long-term engagement with international peers.

Placeholder course for students studying abroad. This course will include topics for students on exchange and outside (Non-UVA) programs to be enrolled in International Study.

This two semester course aims to prepare students for effective and culturally appropriate engagement in Global Health activities by providing a background in Global Health theory, key issues, and culturally appropriate practice. Discussion 1-2 landmark articles and case studies focused on Global Health, using the Partners in Health Engage Curriculum supplemented with other relevant articles authored by global partners and UVA faculty.

One of two required readings courses for students admitted to the Area Program in Literary Prose, also open to other qualified students. For instructions on how to apply to this class, see creativewriting.virginia.edu/ugrad.