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Practical Fairness: Achieving Fair and Secure Data Models (Paperback)margin: 0px 0px 14px; padding: 0px; font family: "Amazon Ember", Arial, sans serif; font size: 14px;'Fairness is becoming a paramount consideration for data scientists. Mounting evidence indicates that the widespread deployment of machine learning and AI in business and government is reproducing the same biases we're trying to fight in the real world. But what does fairness mean when it comes to code? This practical book covers basic concerns related
margin: 0px 0px 14px; padding: 0px; font-family: "Amazon Ember", Arial, sans-serif; font-size: 14px;'Fairness is becoming a paramount consideration for data scientists. Mounting evidence indicates that the widespread deployment of machine learning and AI in business and government is reproducing the same biases we're trying to fight in the real world. But what does fairness mean when it comes to code? This practical book covers basic concerns related to data security and privacy to help data and AI professionals use code that's fair and free of bias.'margin: -4px 0px 14px; padding: 0px; font-family: "Amazon Ember", Arial, sans-serif; font-size: 14px;'Many realistic best practices are emerging at all steps along the data pipeline today, from data selection and preprocessing to closed model audits. Author Aileen Nielsen guides you through technical, legal, and ethical aspects of making code fair and secure, while highlighting up-to-date academic research and ongoing legal developments related to fairness and algorithms.Shipping Notes
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★★★★★ 5
Buy! This is so beautiful and well made! Gorgeous
Color: Brown
Gorgeous!! Just gorgeous 😊
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Reviewed in the United States on April 10, 2026
★★★★★ 5
No More Lost Remotes - I love this thing...
Color: Black
Absolutely love this remote control holder! It keeps all my remotes organized in one place and easy to access. Everything fits perfectly in the compartments without feeling crowded. The holder is sturdy, well-made, and looks great on my nightstand. Definitely a great purchase!
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Reviewed in the United States on March 24, 2026
★★★★★ 5
Modern & sleek
Color: White
Love this remote control holder. I purchased the white, which looks very modern. It’s lightweight and compact. All my remotes fit nicely inside. The faux leather adds an upscale touch.
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Reviewed in the United States on May 30, 2026
★★★★★ 5
Quality Remote Holder
Color: Black
Very nice looking remote control holder, looks well made and holds all my remotes perfectly.
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Reviewed in the United States on April 1, 2026
★★★★★ 5
Pleasantly Surprised!
Color: Black
I was pleasantly surprised that the remote controller holder was as nice as it is! It was delivered in a timely manner and I would recommend it to others.
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Reviewed in the United States on May 24, 2026