Principles and Techniques of Data Science

By Sam Lau, Deb Nolan, and Joey Gonzalez.

This is the textbook for Data 100, the Principles and Techniques of Data Science course at UC Berkeley.

Data 100 is the upper-division, semester-long data science course that follows Data 8, the Foundations of Data Science. The reader’s assumed background is detailed in the About This Book page.

The contents of this book are licensed for free consumption under the following license: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)

To set up the textbook for local development, see the the setup guide.