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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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Product Reviews
★★★★★ 5
Nice
Item Package Quantity: 1, Color: Black
Table is very nice and sturdy. My husband was able to assemble it with no problem.
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Reviewed in the United States on April 15, 2026
★★★★★ 5
Better than expected
Item Package Quantity: 2, Color: Cherry
Absolutely perfect end tables. They fit nicely as end tables and with the electrical outlets are fully adequate to charge phones and lamps.
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Reviewed in the United States on April 12, 2026
★★★★★ 5
End tables
Item Package Quantity: 2, Color: White
Easy to put together, these tables are in my living room I find them to be sturdy, no issues putting together came with all the pieces, I found it to be a great value for my money and love the power cord in the table it keeps things neat and put together
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Reviewed in the United States on February 12, 2026
★★★★★ 4
Nice table
Sturdiness was not excellent but acceptable for the price. I like the plug and port option making it handy to plug in lamp, phone, etc.
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Reviewed in the United States on March 27, 2026
★★★★★ 5
End tables
Item Package Quantity: 2, Color: White
Love the tables
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Reviewed in the United States on May 21, 2026