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.
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.
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
*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 techniques...The subject is meaty and the author...has a knack
for introducing concepts at the right moment
*Economist*
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