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

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

Authors
Publisher O'Reilly Media
Year 13/01/2023
Pages 350
Version paperback
Readership level Adult education
Language English
ISBN 9781098120276
Categories Machine learning
$71.80 (with VAT)
319.20 PLN / €68.44 / £59.41
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Book description

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. This guide provides a practical starting point to help development teams produce models that are secure, more robust, less biased, and more explainable.

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

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