97 Things About Ethics Everyone in Data Science Should Know: Collective Wisdom from the Experts

O'Reilly Media

ISBN 10: 1492072664 / ISBN 13: 9781492072669

Editore: O'Reilly Media, 2020

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Titolo: 97 Things About Ethics Everyone in Data ...

Casa editrice: O'Reilly Media

Data di pubblicazione: 2020

Legatura: Brossura

Condizione: New

Descrizione articolo

Riassunto:

Most of the high-profile cases of real or perceived unethical activity in data science aren't matters of bad intent. Rather, they occur because the ethics simply aren't thought through well enough. Being ethical takes constant diligence, and in many situations identifying the right choice can be difficult.

In this in-depth book, contributors from top companies in technology, finance, and other industries share experiences and lessons learned from collecting, managing, and analyzing data ethically. Data science professionals, managers, and tech leaders will gain a better understanding of ethics through powerful, real-world best practices.

Articles include:

• Ethics Is Not a Binary Concept: Jim Wilson
• How to Approach Ethical Transparency: Rado Kotorov
• Unbiased & Fair: Doug Hague
• Rules and Rational:: Christof Wolf Brenner
• The Truth About AI: Cassie Kozyrkov
• Cautionary Ethics Tales: Sherrill Hayes
• Fairness in the Age of Algorithms: Anna Jacobson
• The Ethical Data Storyteller: Brent Dykes
• Introducing Ethics: the Fully AI-Driven Cloud-Based Ethics Solution: Brian O'Neill
• Be Careful with Decisions of the Heart: Hugh Watson
• Understanding Passive Versus Proactive Ethics: Bill Schmarzo

Informazioni sull?autore:

Bill Franks is Chief Analytics Officer for ?The International Institute For Analytics (IIA), where he provides perspective on trends in the analytics, data science, AI, and big data space and helps clients understand how IIA can support their efforts to improve analytics performance. Franks is also the author of the books Taming The Big Data Tidal Wave and The Analytics Revolution. He is a sought after speaker and frequent blogger who has been ranked a top 10 global big data influencer, a top big data and artificial intelligence influencer, and was an inaugural inductee into the Analytics Hall of Fame in 2019. His work, including several years as Chief Analytics Officer for Teradata (NYSE: TDC), has spanned clients in a variety of industries for companies ranging in size from Fortune 100 companies to small non-profit organizations.