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
Ethicizeâ„¢, 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
General
Imprint: |
O'Reilly Media
|
Country of origin: |
United States |
Release date: |
August 2020 |
Authors: |
Bill Franks
|
Dimensions: |
229 x 152 x 25mm (L x W x T) |
Format: |
Paperback
|
Pages: |
250 |
ISBN-13: |
978-1-4920-7266-9 |
Categories: |
Books
|
LSN: |
1-4920-7266-4 |
Barcode: |
9781492072669 |
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