Principles and Techniques of Data Science¶
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 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)
Note: The book is undergoing major updates to more closely follow current iterations of Data 100. Chapters have moved, and new chapters will be added. Content under construction is marked as [In progress].