Principles of Data Science

Dublin Core

Title

Principles of Data Science

Creator

Shaun V. Ault, Soohyun Nam Liao, Larry Musolino

Description

This open textbook fits one- or two-semester courses across fields like computer science, business, finance, and more. It blends real and fictional scenarios, in-depth coverage of data ethics and AI, and hands-on Python examples to make data science both accessible and impactful. Direct download links in the text for datasets, code snippets, and rich practice exercises help you apply core concepts in real-world contexts.

Subject

Computer Science and Statistics

Publisher

OpenStax

Date

2025

Format

PDF

Rights

This resource is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License

Language

English

Type

Text