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Curricular content

Unless otherwise noted, all curricular content on this site — lecture slides, notes, problem sets, projects, and accompanying code — is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).

You are free to share and adapt this material for any purpose, including commercially, provided you give appropriate credit, link to the license, and indicate if changes were made.

Suggested attribution:

Materials from Stat 133: Concepts in Computing with Data, Department of Statistics, UC Berkeley, used under CC BY 4.0.

Artwork

The fantasy scenes appearing on the course calendar and elsewhere on this site are Scenes by Czepeku and are used under Czepeku’s Commercial Use Licence. They are reproduced here in watermarked form, as that license requires.

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