97 Things About Ethics Everyone in Data Science Should Know (eBook, ePUB)
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Most of the high-profile cases of real or perceived unethical activity in data science arent matters of bad intent. Rather, they occur because the ethics simply arent 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 th...
Most of the high-profile cases of real or perceived unethical activity in data science arent matters of bad intent. Rather, they occur because the ethics simply arent 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 ConceptTim WilsonHow to Approach Ethical TransparencyRado KotorovUnbiased FairDoug HagueRules and RationalityChristof Wolf BrennerThe Truth About AI BiasCassie KozyrkovCautionary Ethics TalesSherrill HayesFairness in the Age of AlgorithmsAnna JacobsonThe Ethical Data StorytellerBrent DykesIntroducing Ethicize, the Fully AI-Driven Cloud-Based Ethics Solution!Brian ONeillBe Careful with "e;Decisions of the Heart"e;Hugh WatsonUnderstanding Passive Versus Proactive EthicsBill Schmarzo
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