Veridical Data Science: The Practice of Responsible Data Analysis and Decision Making

by Rebecca Barter and Bin Yu

Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science.

Most textbooks present data science as a linear analytic process involving a set of statistical and computational techniques without accounting for the challenges intrinsic to real-world applications. Veridical Data Science, by contrast, embraces the reality that most projects...

• Format: Hardcover
• Language: English
• ISBN: 0262049198
• ISBN13: 9780262049191
• Release Date: October 2024
• Publisher: MIT Press
• Length: 526 Pages
• Weight: 2.10 lbs.
• Dimensions: 1.4" x 6.1" x 9.1"