- Capa dura: 302 páginas
- Editora: John Wiley & Sons; Edição: 1 (19 de fevereiro de 2013)
- Idioma: Inglês
- ISBN-10: 1118356853
- ISBN-13: 978-1118356852
- Dimensões do produto: 16 x 2,8 x 23,6 cm
- Peso de envio: 204 g
- Avaliação média: Seja o primeiro a avaliar este item
- Lista de mais vendidos da Amazon: no. 162,338 em Livros (Conheça o Top 100 na categoria Livros)
Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die (Inglês) Capa dura – 11 jul 2016
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Descrições do Produto
You have been predicted by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you′re going to click, buy, lie, or die.
Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.
How? Prediction is powered by the world′s most potent, booming unnatural resource: data. Accumulated in large part as the by–product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn.
Predictive analytics unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future lifting a bit of the fog off our hazy view of tomorrow means pay dirt.
In this rich, entertaining primer, former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction:
- What type of mortgage behavior Chase Bank predicted
- Predicting which people will drop out of school, cancel a subscription, or get divorced before they are even aware of it themselves
- Why early retirement decreases life expectancy and vegetarians miss fewer flights
- Five reasons why organizations predict death
- How U.S. Bank and Obama′s 2012 campaign calculated the way to most strongly influence each individual
- How IBM′s Watson computer beat the human champs on TV′s Jeopardy!
- How Target figures out you′re pregnant and Hewlett–Packard deduces you′re about to quit your job
- How judges and parole boards rely on crime–predicting computers to decide who stays in prison and who goes free
- What′s predicted by Citibank, Facebook, Ford, Google, IBM, the IRS, Match.com, Pfizer, and Wikipedia
A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate. Whether you are a consumer of it or consumed by it get a handle on the power of Predictive Analytics.
Praise for Predictive Analytics
"What Nate Silver did for poker and politics, this does for everything else. A broad, well–written book easily accessible to non–nerd readers."
DAVID LEINWEBER, author of Nerds on Wall Street: Math, Machines and Wired Markets
"This book is an operating manual for twenty–first–century life. Drawing predictions from big data is at the heart of nearly everything, whether it′s in science, business, finance, sports, or politics. And Eric Siegel is the ideal guide."
STEPHEN BAKER, author of The Numerati and Final Jeopardy: Man vs. Machine and the Quest to Know Everything
"Simultaneously entertaining, informative, and nuanced. Siegel goes behind the hype and makes the science exciting."
RAYID GHANI, Chief Data Scientist, Obama for America 2012 Campaign
"This is Moneyball for business, government, and healthcare."
JIM STERNE, founder, eMetrics Summit; chairman, Digital Analytics Association
"Predictive Analytics is not only a deeply informative dive into a topic that is critical to virtually every sector of business today, it is also a delight to read."
GEOFFREY MOORE, author of Crossing the Chasm
"The future is right now you′re living in it. Read this book to gain understanding of where we are and where we′re headed."
ROGER CRAIG, record–breaking analytical Jeopardy! champion; CEO, Cotinga
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Avaliações mais úteis de consumidores na Amazon.com
The book is intentionally not filled with math formulas (which may turn off some) but it focuses more on use cases of how the businesses around you are leveraging the data they already collect through daily operations. It's about how they are gaining a better insight into where their efforts are best spent to maximize their return on investment or capitalize on a previously masked rich subset of their existing customer base.
If you're looking for a technical breakdown of how these algorithms work or are applied there are dozens of other books that Eric recommends as followup (referenced in probably the best notes section of any book I've ever seen).
If you want a taste of the kind of information that you'll find in the book you should look on the Predictive Analytic World website for his keynote speech he did in Boston last year. It's a great book overview and convinced me to purchase the book.
Life isn't fair, and people certainly aren't. The ways that they react to things reflects this to a degree that would surprise even the coldest eyed cynic, and there it is- the thing that bothered me so much....but it's best if you face it. There are some pleasant discoveries in here too, but I think the most important aspect is illusion busting. Those sweet daydreams about how things should be, might be exactly what is holding you back.
Forewarned is forearmed, and the information in here is of a hefty caliber. Use it well.
Yes, I did actually buy this book, and it was worth every penny.
If you already have a decent understanding of predictive analytics this book may not be what you are looking for but it does provide information on a number of sources do delve deeper into the subject. This book deepened my knowledge of predictive analytics and pointed me to a number of sources that I am checking out to learn even more.