Data Science Ethics: Concepts, Techniques, and Cautionary Tales

by Martens and David Martens

Data science ethics is all about what is right and wrong when conducting data science. Data science has so far been primarily used for positive outcomes for businesses and society. However, just as with any technology, data science has also come with some negative consequences: an increase of privacy invasion, data-driven discrimination against sensitive groups, and decision making by complex models without explanations.

While data scientists...

• Format: Paperback
• Language: English
• ISBN: 0192847279
• ISBN13: 9780192847270
• Release Date: June 2022
• Publisher: Oxford University Press
• Length: 272 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.6" x 6.2" x 9.4"