Principles and Techniques of Data Science

Data 100

Authors

Bella Crouch

Yash Dave

Ian Dong

Kanu Grover

Ishani Gupta

Minh Phan

Nikhil Reddy

Milad Shafaie

Matthew Shen

Lillian Weng

Prabhleen Kaur

Xiaorui Liu

Conan Smallwood

Welcome

About the Course Notes

This text offers supplementary resources to accompany lectures presented in the Spring 2025 Edition of the UC Berkeley course Data 100: Principles and Techniques of Data Science.

New notes will be added each week to accompany live lectures. See the full calendar of lectures on the course website.

If you spot any typos or would like to suggest any changes, please email us at data100.instructors@berkeley.edu.