Practicing Trustworthy Machine Learning: Consistent, Transparent, and Fair AI Pipelines

by Matthew Mcateer, Subhabrata Majumdar, Yada Pruksachatkun

With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robust, less biased, and more explainable.

Authors Yada Pruksachatkun, Matthew McAteer, and Subhabrata...

• Format: Paperback
• Language: English
• ISBN: 1098120272
• ISBN13: 9781098120276
• Release Date: February 2023
• Publisher: O'Reilly Media
• Length: 300 Pages
• Weight: 1.10 lbs.
• Dimensions: 0.8" x 6.9" x 9.1"