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    97 Things About Ethics Everyone in Data Science Should Know

    Posted By: viserion
    97 Things About Ethics Everyone in Data Science Should Know

    Bill Franks, "97 Things About Ethics Everyone in Data Science Should Know"
    English | ISBN: 1492072664 | 2020 | PDF | 346 pages | 49 MB

    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