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Professor Tanya Luhrmann sits at a table listening to students in an anthropology class
Photo by Misha Bruk for Stanford University

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Undergraduate Academic Options
Undergraduate degrees offered
Undergraduate academic options
Graduate Academic Options
Graduate degrees offered
Graduate academic options
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Ethics in Society

Undergraduate Minor
Interdisciplinary Honors

Ethics in Society offers undergraduates in any major the chance to earn honors by writing a thesis that applies moral and political philosophy to important social problems. Recent theses have focused on topical subjects such as inequality in education and the ethics of finance.

Students may also pursue a minor in Ethics and Society, engaging with moral issues, both personal and public. Choosing from a range of elective courses, students develop a foundation in ethical reasoning that may be applied to a particular theme, such as medicine, the environment, or technology.

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Data Science

BA - Bachelor of Arts
BS - Bachelor of Science
Undergraduate Minor
Departmental Honors

Stanford’s Program in Data Science provides foundational knowledge for tackling data-driven problems in science, industry, and society. Students learn mathematical modeling, inferential thinking, and computational strategies. They consider the ethical use of data and technology and explore applications of data science to scientific challenges, social problems and/or the arts and humanities.

Students take courses in multiple departments, including mathematics, statistics, computer science, and engineering. In addition, students pursuing the BA take courses in the social sciences or the arts and humanities, in accordance with their subplan. Subplans and pathways allow students to define their own intellectual trajectory. Capstone experiences provide opportunities for individual research projects or collaborative work with partners from industry, government, and nonprofits to put knowledge into action.

View highlights of the data science program's undergraduate offerings.