The Master Algorithm (häftad)
Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
352
Utgivningsdatum
2017-01-26
Förlag
Penguin Books Ltd
Dimensioner
197 x 144 x 20 mm
Vikt
252 g
Komponenter
,
ISBN
9780141979243
The Master Algorithm (häftad)

The Master Algorithm

How the Quest for the Ultimate Learning Machine Will Remake Our World

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Häftad Engelska, 2017-01-26
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'Pedro Domingos demystifies machine learning and shows how wondrous and exciting the future will be' Walter Isaacson, author of Steve Jobs Society is changing, one learning algorithm at a time, from search engines to online dating, personalized medicine to predicting the stock market. But learning algorithms are not just about Big Data - these algorithms take raw data and make it useful by creating more algorithms. This is something new under the sun: a technology that builds itself. In The Master Algorithm, Pedro Domingos reveals how machine learning is remaking business, politics, science and war. And he takes us on an awe-inspiring quest to find 'The Master Algorithm' - a universal learner capable of deriving all knowledge from data.
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  1. Som en lunchkonversation
    Rolf R, 21 augusti 2018

    Massor med ord och resonemang som dock aldrig kommer ner på djupet. Författaren borde ha antingen valt den nivå som han nu valde och arbetat ner textmassans volym och förbättrat pedagogiken, eller ha fördjupat innehållet. Nu läser och läser och läser man men får inte ut så mycket av det. Visst finns det poänger men de försvinner i bruset. Boken blir inte bättre av författarens märkligt torra skämt som han sticker in här och där. Att läsa boken är som att höra någon man äter lunch med berätta ... Läs hela recensionen

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Pedro Domingos demystifies machine learning and shows how wondrous and exciting the future will be -- Walter Isaacson, author of Steve Jobs and The Innovators Machine learning is a fascinating world never before glimpsed by outsiders. Pedro Domingos initiates you to the mysterious languages spoken by its five tribes, and invites you to join in his plan to unite them, creating the most powerful technology our civilization has ever seen -- Sebastian Seung, Professor, Princeton, and author of 'Connectome' Machine learning, known in commercial use as predictive analytics, is changing the world. This riveting, far-reaching, and inspiring book introduces the deep scientific concepts to even non-technical readers, and yet also satisfies experts with a fresh, profound perspective that reveals the most promising research directions. It's a rare gem indeed -- Eric Siegel, founder of Predictive Analytics World and author of 'Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die' With terms like 'Machine Learning' and 'Big Data' regularly making headlines, there is no shortage of hype-filled business books on the subject. There are also textbooks that are too technical to be accessible. For those in the middle-from executives to college students-this is the ideal book, showing how and why things really work without the heavy math. Unlike other books that proclaim a bright future, this one actually gives you what you need to understand the changes that are coming -- Peter Norvig, Director of Research, Google and coauthor of 'Artificial Intelligence: A Modern Approach' [The Master Algorithm] does a good job of examining the field's five main techniques...The subject is meaty and the author ... has a knack for introducing concepts at the right moment * Economist * Machine learning is the single most transformative technology that will shape our lives over the next fifteen years. This book is a must-read-a bold and beautifully written new framework for looking into the future -- Geoffrey Moore, author of 'Crossing the Chasm' This is an incredibly important and useful book. Machine learning is already critical to your life and work, and will only become more so. Finally, Pedro Domingos has written about it in a clear and understandable fashion -- Thomas H. Davenport, Distinguished Professor, Babson College and author of 'Competing on Analytics and Big Data @ Work' Starting with the audacious claim that all knowledge can be derived from data by a single 'master algorithm,' Domingos takes the reader on a fast-paced journey through the brave new world of machine learning. Writing breezily but with deep authority, Domingos is the perfect tour guide from whom you will learn everything you need to know about this exciting field, and a surprising amount about science and philosophy as well -- Duncan Watts, Principal Researcher, Microsoft Research, and author of 'Six Degrees and Everything Is Obvious *Once You Know the Answer' A delightful book by one of the leading experts in the field. If you wonder how AI will change your life, read this book -- Sebastian Thrun, Research Professor, Stanford, Google Fellow and Inventor of the Self-Driving Car An exhilarating venture into groundbreaking computer science * Booklist (starred review) * Domingos writes with verve and passion, and the book has a strong narrative * New Scientist * Pedro Domingos is a man with a quest, and a hypothesis, which is likely - one day - to change the world . . . Domingos is a genial and amusing guide . . . This is a highly inclusive book, aimed at a wide range of readers from the merely curious to those who might be interested in pursuing a career in the field . . . Descriptions and discussions are presented with a commendable lack of jargon and the examples are clear and accessible -- John Gilbey * Times Higher Education * Wonderfully erudite, humorous, and easy to read. * KDNuggets * The Master Algorithm does a good job of examining the field's five main t

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Övrig information

Pedro Domingos is one of the world's top machine learning researchers, and a Professor in the Department of Computer Science and Engineering at the University of Washington. He is a Fellow of the Association for the Advancement of Artificial Intelligence and has received Fulbright and Sloan Fellowships and the National Science Foundation's CAREER Award.