
Dark Data
Why What You Don’t Know Matters
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Narrado por:
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David J. Hand
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De:
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David J. Hand
Acerca de esta escucha
A practical guide to making good decisions in a world of missing data
In the era of big data, it is easy to imagine that we have all the information we need to make good decisions. But in fact the data we have are never complete, and may be only the tip of the iceberg. Just as much of the universe is composed of dark matter, invisible to us but nonetheless present, the universe of information is full of dark data that we overlook at our peril. In Dark Data, data expert David Hand takes us on a fascinating and enlightening journey into the world of the data we don't see.
Dark Data explores the many ways in which we can be blind to missing data and how that can lead us to conclusions and actions that are mistaken, dangerous, or even disastrous. Examining a wealth of real-life examples, from the Challenger shuttle explosion to complex financial frauds, Hand gives us a practical taxonomy of the types of dark data that exist and the situations in which they can arise, so that we can learn to recognize and control for them. In doing so, he teaches us not only to be alert to the problems presented by the things we don’t know, but also shows how dark data can be used to our advantage, leading to greater understanding and better decisions.
Today, we all make decisions using data. Dark Data shows us all how to reduce the risk of making bad ones.
©2020 David J. Hand (P)2020 Princeton University PressLos oyentes también disfrutaron...
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Historia
A fascinating guided tour of the complex, fast-moving, and influential world of algorithms - what they are, why they’re such powerful predictors of human behavior, and where they’re headed next. Algorithms exert an extraordinary level of influence on our everyday lives - from dating websites and financial trading floors, through to online retailing and internet searches - Google's search algorithm is now a more closely guarded commercial secret than the recipe for Coca-Cola.
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Not about algorithms. Not an original book.
- De Landon Rordam en 12-02-14
De: Luke Dormehl
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Blindspot
- De: Mahzarin R. Banaji, Anthony G. Greenwald
- Narrado por: Eric Jason Martin
- Duración: 7 h y 51 m
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I know my own mind. I am able to assess others in a fair and accurate way. These self-perceptions are challenged by leading psychologists Mahzarin R. Banaji and Anthony G. Greenwald as they explore the hidden biases we all carry from a lifetime of exposure to cultural attitudes about age, gender, race, ethnicity, religion, social class, sexuality, disability status, and nationality. Blindspot is the authors’ metaphor for the portion of the mind that houses hidden biases.
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Difficult to interpret.
- De Ryan Arnold en 12-21-15
De: Mahzarin R. Banaji, y otros
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The Master Algorithm
- How the Quest for the Ultimate Learning Machine Will Remake Our World
- De: Pedro Domingos
- Narrado por: Mel Foster
- Duración: 13 h y 3 m
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Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about - and solving - an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars.
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Great book, irritating narration
- De N. G. PEPIN en 09-24-15
De: Pedro Domingos
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Expert Political Judgment
- How Good is it? How can We Know?
- De: Philip E. Tetlock
- Narrado por: Anthony Haden Salerno
- Duración: 9 h y 48 m
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The intelligence failures surrounding the invasion of Iraq dramatically illustrate the necessity of developing standards for evaluating expert opinion. This audiobook fills that need. Here, Philip E. Tetlock explores what constitutes good judgment in predicting future events, and looks at why experts are often wrong in their forecasts. Tetlock first discusses arguments about whether the world is too complex for people to find the tools to understand political phenomena, let alone predict the future.
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Five-star book, one-star reading
- De Christian Tarsney en 01-23-19
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Average is Over
- Powering America Beyond the Age of the Great Stagnation
- De: Tyler Cowen
- Narrado por: Andrew Garman
- Duración: 8 h y 42 m
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The widening gap between rich and poor means dealing with one big, uncomfortable truth: If you're not at the top, you're at the bottom. The global labor market is changing radically thanks to growth at the high end and the low. About three quarters of the jobs created in the United States since the great recession pay only a bit more than minimum wage. Still, the United States has more millionaires and billionaires than any country ever, and we continue to mint them.
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Disappointing analysis of future
- De JKBart en 12-10-13
De: Tyler Cowen
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The Genetic Lottery
- Why DNA Matters for Social Equality
- De: Kathryn Paige Harden
- Narrado por: Katherine Fenton
- Duración: 10 h y 4 m
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In The Genetic Lottery, Harden introduces listeners to the latest genetic science, dismantling dangerous ideas about racial superiority and challenging us to grapple with what equality really means in a world where people are born different. Weaving together personal stories with scientific evidence, Harden shows why our refusal to recognize the power of DNA perpetuates the myth of meritocracy, and argues that we must acknowledge the role of genetic luck if we are ever to create a fair society.
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Mix of Genetic Science and Ideology
- De James en 10-12-21
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Why Trust Science?
- The University Center for Human Values, Book 1
- De: Naomi Oreskes, M. Susan Lindee, Ottmar Edenhofer, y otros
- Narrado por: John Chancer, Kelly Burke, Kerry Shale, y otros
- Duración: 8 h y 27 m
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Do doctors really know what they are talking about when they tell us vaccines are safe? Should we take climate experts at their word when they warn us about the perils of global warming? Why should we trust science when our own politicians don't? In this landmark book, Naomi Oreskes offers a bold and compelling defense of science, revealing why the social character of scientific knowledge is its greatest strength - and the greatest reason we can trust it.
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Perfect Production of an Excellent Work
- De Andrew Mazibrada en 01-15-20
De: Naomi Oreskes, y otros
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More Than You Know
- Finding Financial Wisdom in Unconventional Places
- De: Michael J. Mauboussin
- Narrado por: Sean Runnette
- Duración: 7 h y 27 m
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Since its first publication, Michael J. Mauboussin's popular guide to wise investing has been translated into eight languages and has been named best business book by BusinessWeek and best economics book by Strategy+Business. Now updated to reflect current research and expanded to include new chapters on investment philosophy, psychology, and strategy and science as they pertain to money management.
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Liked it better when it was written by Taleb
- De Ian en 11-24-18
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Too Big To Know
- Rethinking Knowledge Now That the Facts Aren't the Facts, Experts Are Everywhere, and the Smartest Person in the Room Is the Room
- De: David Weinberger
- Narrado por: Peter Johnson
- Duración: 8 h y 2 m
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We used to know how to know. We got our answers from books or experts. We'd nail down the facts and move on. But in the Internet age, knowledge has moved onto networks. There's more knowledge than ever, of course, but it's different. Topics have no boundaries, and nobody agrees on anything.Yet this is the greatest time in history to be a knowledge seeker - if you know how.
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Good to know ...
- De John B. Fisher en 01-24-12
De: David Weinberger
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The Mind of the Market
- Compassionate Apes, Competitive Humans and Other Tales from Evolutionary Economics
- De: Michael Shermer
- Narrado por: Michael Shermer
- Duración: 5 h y 26 m
- Versión resumida
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The Mind of the Market will change the way we think about the economics of everyday life. Drawing on research from neuroeconomics, Michael Shermer explores what brain scans reveal about bargaining, snap purchases, and how trust is established in business. Utilizing experiments in behavioral economics, Shermer shows why people hang on to losing stocks and failing companies, why business negotiations often disintegrate into emotional tit-for-tat disputes, and why money does not make us happy.
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Good ideas overshadowed by obnoxious polemics
- De Philo en 09-15-13
De: Michael Shermer
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Know This
- Today's Most Interesting and Important Scientific Ideas, Discoveries, and Developments
- De: John Brockman
- Narrado por: Gabra Zackman, Dan John Miller
- Duración: 14 h y 39 m
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Scientific developments radically alter our understanding of the world. Whether it's technology, climate change, health research, or the latest revelations of neuroscience, physics, or psychology, science has, as Edge editor John Brockman says, "become a big story, if not the big story". In that spirit this new addition to Edge.org's fascinating series asks a powerful and provocative question: What do you consider the most interesting and important recent scientific news?
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Pete and Repeat and Re-repeat
- De Daniel L en 02-25-18
De: John Brockman
Lo que los oyentes dicen sobre Dark Data
Calificaciones medias de los clientesReseñas - Selecciona las pestañas a continuación para cambiar el origen de las reseñas.
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- Hershel Safer
- 06-29-22
Interesting content and good narration
The topic is timely, and the content is illuminating. David’s narration really brings the book to life.
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- JoeV
- 06-06-23
Necessary information and very well- presented
We always know there are so many holes in the statistics we hear but I for one didn't understand what to do with that knowledge. This book delivers a careful and relatable look at the problems with all research in many forms, and is presented in a well-organized and easily understandable way (which does perfectly as an audiobook).
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- ade adetayo
- 12-18-20
Every data scientist and MLEngineer should read this
Mr Hand goes into quite a bit of details of what can go wrong with data.
It’s very well written and narrated. Many of the issues will be known by old hands at data. But nice to have all the answers in the same place
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