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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
Very good
Number of Items: 4
Works really well for leather patchs on hats. Peals off easy after pressing. Very good heat transfer tape.
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Reviewed in the United States on March 30, 2026
★★★★★ 5
Best sublimation tape
Number of Items: 4
This is the best sublimation heat tape I have found. I started buying bigger rolls of it as I bought these smaller rolls when I first started. Stick and hold good works well
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Reviewed in the United States on February 4, 2026
★★★★★ 5
Reliable Product
Number of Items: 4
Tape works great with no residue or coloring left behind after heating. Just wish there was more to each roll.
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Reviewed in the United States on May 11, 2026
★★★★★ 4
Residue free, Long lasting
Number of Items: 2
Works pretty good, it sticks to polo tshirt polyester material better than the inside of fleece hoodies. One roll lasts me for a bunch of clothing pieces. The tape didn’t leave any residue on clothing.
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Reviewed in the United States on April 13, 2026
★★★★★ 5
Love this tape
Number of Items: 4
Love this tape! It's a nice width and sticks great. Super awesome price and I will order again!
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Reviewed in the United States on March 18, 2026