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97 Things About Ethics Everyone in Data Science Should Know Vital Source e-bog
Bill Franks
(2020)
O'Reilly Media, Inc
369,00 kr.
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97 Things about Ethics Everyone in Data Science Should Know
Collective Wisdom from the Experts
Bill Franks
(2020)
Sprog: Engelsk
O'Reilly Media, Incorporated
453,00 kr.
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Detaljer om varen
- 1. Udgave
- Vital Source searchable e-book (Reflowable pages)
- Udgiver: O'Reilly Media, Inc (August 2020)
- ISBN: 9781492072614
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—Tim Wilson How to Approach Ethical Transparency—Rado Kotorov Unbiased ? Fair—Doug Hague Rules and Rationality—Christof Wolf Brenner The Truth About AI Bias—Cassie Kozyrkov Cautionary Ethics Tales—Sherrill Hayes Fairness in the Age of Algorithms—Anna Jacobson The Ethical Data Storyteller—Brent Dykes Introducing Ethicize™, 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
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Bookshelf online: 5 år fra købsdato.
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Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: -1 sider kan printes ad gangen
Copy: højest -1 sider i alt kan kopieres (copy/paste)
Bookshelf online: 5 år fra købsdato.
Bookshelf appen: ubegrænset dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: -1 sider kan printes ad gangen
Copy: højest -1 sider i alt kan kopieres (copy/paste)
Detaljer om varen
- Paperback: 250 sider
- Udgiver: O'Reilly Media, Incorporated (August 2020)
- ISBN: 9781492072669
Most of the high-profile cases of real or perceived unethical activity in data science arenâ??t matters of bad intent. Rather, they occur because the ethics simply arenâ??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 Conceptâ??Tim Wilson
- How to Approach Ethical Transparencyâ??Rado Kotorov
- Unbiased ≠ Fairâ??Doug Hague
- Rules and Rationalityâ??Christof Wolf Brenner
- The Truth About AI Biasâ??Cassie Kozyrkov
- Cautionary Ethics Talesâ??Sherrill Hayes
- Fairness in the Age of Algorithmsâ??Anna Jacobson
- The Ethical Data Storytellerâ??Brent Dykes
- Introducing Ethicizeâ?¢, the Fully AI-Driven Cloud-Based Ethics Solution!â??Brian Oâ??Neill
- Be Careful with "Decisions of the Heart"â??Hugh Watson
- Understanding Passive Versus Proactive Ethicsâ??Bill Schmarzo
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