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Cover: 9781492075738 | Practical Fairness | Achieving Fair and Secure Data Models | Nielsen
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Practical Fairness
Achieving Fair and Secure Data Models
Taschenbuch von Aileen Nielsen
Sprache: Englisch

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Beschreibung
"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." -- Back cover.
"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." -- Back cover.
Über den Autor

Aileen Nielsen is a software engineer who has analyzed data in a variety of settings from a physics laboratory to a political campaign to a healthcare startup. She also has a law degree and splits her time between a deep learning startup and research as a Fellow in Law and Technology at ETH Zurich. She has given talks around the world on fairness issues in data and modeling.

Details
Erscheinungsjahr: 2021
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781492075738
ISBN-10: 1492075736
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Nielsen, Aileen
Hersteller: O'Reilly Media
Maße: 233 x 177 x 22 mm
Von/Mit: Aileen Nielsen
Erscheinungsdatum: 05.01.2021
Gewicht: 0,614 kg
Artikel-ID: 118062202
Über den Autor

Aileen Nielsen is a software engineer who has analyzed data in a variety of settings from a physics laboratory to a political campaign to a healthcare startup. She also has a law degree and splits her time between a deep learning startup and research as a Fellow in Law and Technology at ETH Zurich. She has given talks around the world on fairness issues in data and modeling.

Details
Erscheinungsjahr: 2021
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781492075738
ISBN-10: 1492075736
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Nielsen, Aileen
Hersteller: O'Reilly Media
Maße: 233 x 177 x 22 mm
Von/Mit: Aileen Nielsen
Erscheinungsdatum: 05.01.2021
Gewicht: 0,614 kg
Artikel-ID: 118062202
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