The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Autor Pedro Domingosen Limba Engleză Paperback – 25 ian 2017
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. InThe 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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Specificații
ISBN-13: 9780141979243
ISBN-10: 0141979240
Pagini: 352
Dimensiuni: 129 x 198 x 20 mm
Greutate: 0.26 kg
Editura: Penguin Books
Colecția Penguin
Locul publicării:London, United Kingdom
ISBN-10: 0141979240
Pagini: 352
Dimensiuni: 129 x 198 x 20 mm
Greutate: 0.26 kg
Editura: Penguin Books
Colecția Penguin
Locul publicării:London, United Kingdom
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Notă biografică
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.
Recenzii
Pedro
Domingos
demystifies
machine
learning
and
shows
how
wondrous
and
exciting
the
future
will
be
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
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
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
[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
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
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
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
A delightful book by one of the leading experts in the field. If you wonder how AI will change your life, read this book
An exhilarating venture into groundbreaking computer science
Domingos writes with verve and passion, and the book has a strong narrative
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
Wonderfully erudite, humorous, and easy to read.
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
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
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
[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
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
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
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
A delightful book by one of the leading experts in the field. If you wonder how AI will change your life, read this book
An exhilarating venture into groundbreaking computer science
Domingos writes with verve and passion, and the book has a strong narrative
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
Wonderfully erudite, humorous, and easy to read.