Veridical Data Science
The Practice of Responsible Data Analysis and Decision Making
$163.16
- Hardcover
526 pages
- Release Date
12 November 2024
Summary
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 begin with an ambiguous domain question and messy data; it acknowle…
Book Details
| ISBN-13: | 9780262049191 |
|---|---|
| ISBN-10: | 0262049198 |
| Author: | Bin Yu, Rebecca L. Barter |
| Publisher: | MIT Press Ltd |
| Imprint: | MIT Press |
| Format: | Hardcover |
| Number of Pages: | 526 |
| Release Date: | 12 November 2024 |
| Weight: | 567g |
| Dimensions: | 229mm x 152mm |
| Series: | Adaptive Computation and Machine Learning series |
You Can Find This Book In
About The Author
Bin Yu
Bin Yu is Chancellor’s Distinguished Professor and Class of 1936 Second Chair in Statistics, EECS, and Computational Biology at the University of California, Berkeley, a 2006 Guggenheim Fellow, and a member of the US National Academy of Sciences and the American Academy of Arts and Sciences.
Rebecca L. Barter is Research Assistant Professor in Epidemiology at the University of Utah.
Returns
This item is eligible for free returns within 30 days of delivery. See our returns policy for further details.