
Audio only
Length9h 45m
About this audiobook
This audiobook narrated by David Hand offers 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.
Audiobook details
GenreTechnology
Length9 hrs 45 mins
Narrated byDavid J. Hand
FormatAudiobook
Publish dateFeb 18, 2020
LanguageEnglish
Table of contents
1Opening Anno, Dedication, Preface
7Chapter 6 - Intentional Dark Data: Fraud and Deception: Fraud
2Part 1, Dark Data: Their Origins and Consequences, Chapter 1 - Dark Data: What We Don't See Shapes Our World: The Ghost of Data
8Chapter 7 - Science and Dark Data: The Nature of Discovery: The Nature of Science
3Chapter 2 - Discovering Dark Data: What We Collect and What We Don't: Dark Data on All Sides
9Part 2, Illuminating and Using Dark Data, Chapter 8 - Dealing with Dark Data: Shining a Light: Hope!
4Chapter 3 - Definitions and Dark Data: What Do You Want to Know?: Different Definitions and Measuring the Wrong Thing
10Chapter 9 - Benefiting from Dark Data: Reframing the Question: Hiding Data
5Chapter 4 - Unintentional Dark Data: Saying One Thing, Doing Another: The Big Picture
11Chapter 10 - Classifying Dark Data: A Route through the Maze: A Taxonomy of Dark Data, Closing Anno
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6Chapter 5 - Strategic Dark Data: Gaming, Feedback, and Information Asymmetry: Gaming