97 Things About Ethics Everyone in Data Science Should Know
97 Things About Ethics Everyone in Data Science Should Know

Author: Bill Franks

Publisher: O'Reilly Media

Published: 2020-08-06

Total Pages: 347

ISBN-13: 149207263X

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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

Solid Fool's Gold
Solid Fool's Gold

Author: Bill James

Publisher: ACTA Publications

Published: 2011-03-15

Total Pages: 271

ISBN-13: 0879466081

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Since he first began publishing his Baseball Abstracts in the 1980s, Bill James has constantly challenged conventional wisdom by asking simple questions like, "Is that really true?" or "What if we looked at the question this way?" He has sparked a virtual revolution in the way the game of baseball is understood and played, from how players are evaluated or positioned to whether or not they should attempt to bunt or steal a base. In Solid Fool s Gold James continues his lifelong work with new analyses of: Hot pitchers, clutch pitching, and "late career" players The predictability of RBI A better way to organize the minor leagues The 33 best starting rotations and the worst teams of all time The best pitching matchups of the 1980s (and 2010) How the "Expansion Time Bomb" will affect the Hall of Fame But it is not just baseball that draws James inquisitive eye. He discusses the growing expectation for tips and decreasing effectiveness of advertising; his new method for measuring rainfall; the counterproductive use of physical stop lights and red-light cameras; and the statistical inefficiencies of the federal Transportion Security Administration. James wonders how Buck O Neil would have related to his ancestor s cousin (Supreme Court Justice James Clark McReynolds), proposes whimsical rules for Olympic NASCAR Racing, and poeticizes about Ricky Weeks and WikiLeaks. He compares the chances of a particular-size town producing a Justin Verlander or a William Shakespeare, imagines Roger Maris apologizing in heaven for having beaten Babe Ruth s single-season home run record, and explains how to "battle expertise with the power of ignorance." As a bonus, he includes one of his seminal articles from The Bill James Baseball Abstract 1983 titled "The Law of Competitive Advantage" and looks at how it has held up over the intervening years.

Bill of Rights
Bill of Rights

Author: James Madison

Publisher: Books of American Wisdom

Published: 2008

Total Pages: 0

ISBN-13: 9781557091512

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Printed in two colors, this leatherette edition is a guide to the first ten amendments of the U.S.

Against the Grain
Against the Grain

Author: Bill Courtney

Publisher: Weinstein Books

Published: 2014-05-13

Total Pages: 242

ISBN-13: 1602862249

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Bill Courtney Ñ entrepreneur, football coach, and subject of the 2011 Oscar-winning documentary Undefeated Ñ shares his hard-won lessons on discipline, success, teamwork and triumph over adversity, in time for FatherÕs Day.

The Wit and Wisdom of Ted Kennedy
The Wit and Wisdom of Ted Kennedy

Author: Bill Adler

Publisher: Simon and Schuster

Published: 2021-11-15

Total Pages: 0

ISBN-13: 1639361316

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The mantras, witticisms, and philosophies of Ted Kennedy, collected by the editor of the New York Times bestselling The Kennedy Wit. A collection of quotations and philosophies from Ted Kennedy grouped thematically in categories (“Words of Inspiration,” “On the Kennedy Family and its Legacy,” “Personal Reflections,” “On Religion and Public life,” “Lighter Moments,” etc.). Each section will include a brief introduction by the editor to set off the group of quotes, which range from charming little one-liners to Kennedy's letter to Pope Benedict that President Obama hand-delivered to the Vatican in July 2009.

Range
Range

Author: David Epstein

Publisher: Penguin

Published: 2021-04-27

Total Pages: 369

ISBN-13: 0735214506

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The #1 New York Times bestseller that has all America talking—with a new afterword on expanding your range—as seen on CNN's Fareed Zakaria GPS, Morning Joe, CBS This Morning, and more. “The most important business—and parenting—book of the year.” —Forbes “Urgent and important. . . an essential read for bosses, parents, coaches, and anyone who cares about improving performance.” —Daniel H. Pink Shortlisted for the Financial Times/McKinsey Business Book of the Year Award Plenty of experts argue that anyone who wants to develop a skill, play an instrument, or lead their field should start early, focus intensely, and rack up as many hours of deliberate practice as possible. If you dabble or delay, you’ll never catch up to the people who got a head start. But a closer look at research on the world’s top performers, from professional athletes to Nobel laureates, shows that early specialization is the exception, not the rule. David Epstein examined the world’s most successful athletes, artists, musicians, inventors, forecasters and scientists. He discovered that in most fields—especially those that are complex and unpredictable—generalists, not specialists, are primed to excel. Generalists often find their path late, and they juggle many interests rather than focusing on one. They’re also more creative, more agile, and able to make connections their more specialized peers can’t see. Provocative, rigorous, and engrossing, Range makes a compelling case for actively cultivating inefficiency. Failing a test is the best way to learn. Frequent quitters end up with the most fulfilling careers. The most impactful inventors cross domains rather than deepening their knowledge in a single area. As experts silo themselves further while computers master more of the skills once reserved for highly focused humans, people who think broadly and embrace diverse experiences and perspectives will increasingly thrive.

Making Life Work
Making Life Work

Author: Bill Hybels

Publisher: InterVarsity Press

Published: 2009

Total Pages: 240

ISBN-13: 9781844744015

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Hybels points to the wisdom of the Book of Proverbs to show how these ancient truths have direct application to every area of life today, including decision-making, friendships, marriage, finances, parenting, work, and integrity.

The Road Ahead
The Road Ahead

Author: Bill Gates

Publisher: Penguin Group

Published: 1996

Total Pages: 356

ISBN-13:

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In this clear-eyed, candid, and ultimately reassuring

Energy and Civilization
Energy and Civilization

Author: Vaclav Smil

Publisher: MIT Press

Published: 2018-11-13

Total Pages: 564

ISBN-13: 0262536161

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A comprehensive account of how energy has shaped society throughout history, from pre-agricultural foraging societies through today's fossil fuel–driven civilization. "I wait for new Smil books the way some people wait for the next 'Star Wars' movie. In his latest book, Energy and Civilization: A History, he goes deep and broad to explain how innovations in humans' ability to turn energy into heat, light, and motion have been a driving force behind our cultural and economic progress over the past 10,000 years. —Bill Gates, Gates Notes, Best Books of the Year Energy is the only universal currency; it is necessary for getting anything done. The conversion of energy on Earth ranges from terra-forming forces of plate tectonics to cumulative erosive effects of raindrops. Life on Earth depends on the photosynthetic conversion of solar energy into plant biomass. Humans have come to rely on many more energy flows—ranging from fossil fuels to photovoltaic generation of electricity—for their civilized existence. In this monumental history, Vaclav Smil provides a comprehensive account of how energy has shaped society, from pre-agricultural foraging societies through today's fossil fuel–driven civilization. Humans are the only species that can systematically harness energies outside their bodies, using the power of their intellect and an enormous variety of artifacts—from the simplest tools to internal combustion engines and nuclear reactors. The epochal transition to fossil fuels affected everything: agriculture, industry, transportation, weapons, communication, economics, urbanization, quality of life, politics, and the environment. Smil describes humanity's energy eras in panoramic and interdisciplinary fashion, offering readers a magisterial overview. This book is an extensively updated and expanded version of Smil's Energy in World History (1994). Smil has incorporated an enormous amount of new material, reflecting the dramatic developments in energy studies over the last two decades and his own research over that time.