• GCCS 4991

    Fourth-year Seminar
     Rating

     Difficulty

     GPA

    3.95

    Last Taught

    Spring 2026

    In this course, Global Commerce in Culture and Society students will complete a 25-page research paper, as the culminating work of the major. Each student will choose readings relevant to his or her project and present them to the class, leading the discussion.

  • GSSJ 4991

    Capstone Seminar
     Rating

     Difficulty

     GPA

    3.85

    Last Taught

    Spring 2026

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

  • GSVS 4991

    Capstone Seminar in Global Studies Environments and Sustainability
     Rating

     Difficulty

     GPA

    3.76

    Last Taught

    Spring 2026

    This course is the required Capstone Seminar in the Global Environments and Sustainability track of Global Studies

  • LPPP 4991

    Capstone Seminar
     Rating

     Difficulty

     GPA

    3.72

    Last Taught

    Spring 2026

    Students will produce a report providing an analysis of the problem, the policy options available, and their action recommendations. Students will improve their ability to work in teams and hone their written and oral presentation skills.

  • DS 4993

    Independent Study in Data Science
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2026

    Reading and research under the direction of a faculty member. Students must obtain approval from a faculty advisor to approve and direct the independent study. Final approval by the Director of Undergraduate Programs is also required.

  • ARCY 4998

    Undergraduate Thesis Research
     Rating

     Difficulty

     GPA

    Last Taught

    Fall 2025

    Research for a thesis of approximately 50 written pages undertaken in the fall semester of the fourth year by archaeology majors who have been accepted into the Interdisciplinary Archaeology Distinguished Majors Program. Prerequisite: acceptance into Archaeology DMP

  • ARCY 4999

    Undergraduate Thesis Writing
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2026

    Writing of a thesis of approximately 50 written pages undertaken in the spring semester of the fourth year by archaeology majors who have been accepted into the Interdisciplinary Archaeology Distinguished Majors Program.Prerequisite: acceptence into DMP program

  • EURS 5000

    Perspectives on Europe and the World
     Rating

     Difficulty

     GPA

    Last Taught

    Fall 2025

    This course introduces students to a variety of disciplinary approaches to the study of Europe (history, anthropology, sociology, political science, economics, and culture). Stress will be laid on how combining perspectives from different fields of study can help deepen understanding of specific problems of European life. Emphasis on student interpretation of readings and analysis of central issues in Europe's development across time.

  • DS 5001

    Text as Data
     Rating

     Difficulty

     GPA

    3.77

    Last Taught

    Spring 2026

    Covers foundations and applications of NLP with a focus on the most popular form of unstructured data ¿ text. Convert source texts into structure-preserving analytical form and then apply information theory, NLP tools, and vector-based methods to explore language models, topic models, sentiment analyses, and GenAI techniques. Focus is on unsupervised methods to explore cognitive patterns in texts, with real-world examples and demonstrations.

  • DS 5002

    How to Train your LLM: Engineering LLMs for Custom Tasks
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Train your own LLM for a custom task. Learn about the LLM lifecycle from architecture, to pre-training, to supervised finetuning, to deployment, to model editing/updating, including discussing LLM limitations. End up with your own trained LLM, a HuggingFace model card you can show off in technical interviews, and a plan for how to stay up to date with this fast-moving field.