Ethics and Data Science Ethics and Data Science

Ethics and Data Science

Mike Loukides والمزيد

وصف الناشر

As the impact of data science continues to grow on society there is an increased need to discuss how data is appropriately used and how to address misuse. Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. With this report, authors Mike Loukides, Hilary Mason, and DJ Patil examine practical ways for making ethical data standards part of your work every day.

To help you consider all of possible ramifications of your work on data projects, this report includes:
A sample checklist that you can adapt for your own proceduresFive framing guidelines (the Five C’s) for building data products: consent, clarity, consistency, control, and consequencesSuggestions for building ethics into your data-driven culture
Now is the time to invest in a deliberate practice of data ethics, for better products, better teams, and better outcomes. Get a copy of this report and learn what it takes to do good data science today.

النوع
كمبيوتر وإنترنت
تاريخ النشر
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٢٥ يوليو
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
O'Reilly Media
البائع
O Reilly Media, Inc.
الحجم
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‫م.ب.‬
Software Engineering at Google Software Engineering at Google
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AI Ethics AI Ethics
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The Secure Board The Secure Board
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The Missing README The Missing README
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CISSP All-in-One Exam Guide, Ninth Edition CISSP All-in-One Exam Guide, Ninth Edition
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The Staff Engineer's Path The Staff Engineer's Path
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What Is Data Science? What Is Data Science?
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Designing Great Data Products Designing Great Data Products
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What is DevOps? What is DevOps?
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How Data Science Is Transforming Health Care How Data Science Is Transforming Health Care
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The Evolution of Data Products The Evolution of Data Products
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Unix Power Tools Unix Power Tools
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Integrating Data Science and Earth Science Integrating Data Science and Earth Science
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Fundamentals of Clinical Data Science Fundamentals of Clinical Data Science
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Real-Time Big Data Analytics: Emerging Architecture Real-Time Big Data Analytics: Emerging Architecture
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Step by step practical guide with Statistics (from ANOVA to survival analysis) in Biological Sciences: Or: Help, how can I analyze my “damned” scientific data correctly and in an easy way with free R! Step by step practical guide with Statistics (from ANOVA to survival analysis) in Biological Sciences: Or: Help, how can I analyze my “damned” scientific data correctly and in an easy way with free R!
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Probability in Electrical Engineering and Computer Science Probability in Electrical Engineering and Computer Science
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Building Big Data and Analytics Solutions in the Cloud Building Big Data and Analytics Solutions in the Cloud
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