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CLUSTER 10AData, Justice, and Society

Clusters · 6 units · Undergraduate lower division (0-99)

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Course 10A is requisite to 10B, which is requisite to 10CW or 10WX. Limited to first-year students. Data-based computation (i.e., algorithms, artificial intelligence, predictive modeling) increasingly play a dominant role in shaping everyday experiences of culture and society. Data and data analytics define everything from social relations and public policy to juridical status and market logistics. Introduction to politics, ethics, applications, history, critiques, and social impact of data. Introduction to how data intersects with philosophical inquiries about justice, (in)equality, power, and freedom. Students obtain deeper historical and critical view of data in society, while gaining understanding of differing and diverse cultural frames of analysis.

P/NP or letter grading.

When it runs

  • Fall 2025
  • Fall 2026

Scheduled, not typical — from UCLA’s Schedule of Classes, which publishes Fall 2025 through Spring 2027 and nothing before it.

Requisites

UCLA lists no requisites for this course.

Report a problem

About CLUSTER 10A. We read UCLA’s requisite wording by machine, and it gets things wrong.

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Requires

Everything that has to come before this course, not just the courses named in the requisite above.

Nothing — this is an entry point.

Unlocks

What this course is a requisite for, and what those courses lead to in turn.

CLUSTER 10A

  • CLUSTER 10BData, Justice, and Society
    • CLUSTER 10CWData, Justice, and Society: Special Topics
    • CLUSTER 10WXData, Justice, and Society: Special Topics

1 course lists this as a requisite. The whole downstream is here — 3 courses over 2 levels. Every course here opens its own tree.