By Sam Lau, Joey Gonzalez, and Deb Nolan.
Learning Data Science is an introductory textbook for data science that will be published with O'Reilly Media in 2023. It covers foundational skills in programming and statistics that encompass the data science lifecycle.
Learning Data Science was originally written as a textbook for Data 100, the Principles and Techniques of Data Science course at UC Berkeley. 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.