Explainable AI for Practitioners

Designing and Implementing Explainable ML Solutions



Bookstore > Books > Explainable AI for Practitioners

Price$43.99 - $52.48
Rating
AuthorsMichael Munn, David Pitman
PublisherO'Reilly Media
Published2022
Pages276
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101098119134
ISBN-139781098119133
EBook Hardcover Paperback

Most intermediate-level machine learning books focus on how to optimize models by increasing accuracy or decreasing prediction error. But this approach often overlooks the importance of understanding why and how your ML model makes the predictions that it does.

Explainability methods provide an essential toolkit for better understanding model behavior, and this practical guide brings together best-in-class techniques for model explainability. Experienced machine learning engineers and data scientists will learn hands-on how these techniques work so that you'll be able to apply these tools more easily in your daily workflow.


  1. (2 books)



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