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The Master Algorithm: How the Quest for the Ultimate Learning Machine Will...
by Domingos, Pedro | HC | Good
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- Objectstaat
- Goed
- Opmerkingen van verkoper
- Binding
- Hardcover
- Weight
- 0 lbs
- Product Group
- Book
- IsTextBook
- No
- ISBN
- 0465065708
- Subject Area
- Mathematics, Philosophy, Computers, Science
- Publication Name
- Master Algorithm : How the Quest for the Ultimate Learning Machine Will Remake Our World
- Publisher
- Basic Books
- Item Length
- 6.2 in
- Subject
- Cognitive Science, Epistemology, Intelligence (Ai) & Semantics, Neural Networks, Algebra / General, History
- Publication Year
- 2015
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 1.2 in
- Item Weight
- 19.9 Oz
- Item Width
- 9.5 in
- Number of Pages
- 352 Pages
Over dit product
Product Identifiers
Publisher
Basic Books
ISBN-10
0465065708
ISBN-13
9780465065707
eBay Product ID (ePID)
208696353
Product Key Features
Number of Pages
352 Pages
Language
English
Publication Name
Master Algorithm : How the Quest for the Ultimate Learning Machine Will Remake Our World
Publication Year
2015
Subject
Cognitive Science, Epistemology, Intelligence (Ai) & Semantics, Neural Networks, Algebra / General, History
Type
Textbook
Subject Area
Mathematics, Philosophy, Computers, Science
Format
Hardcover
Dimensions
Item Height
1.2 in
Item Weight
19.9 Oz
Item Length
6.2 in
Item Width
9.5 in
Additional Product Features
Intended Audience
Trade
LCCN
2015-007615
Dewey Edition
23
Reviews
"[An] enthusiastic but not dumbed-down introduction to machine learning... lucid and consistently informative.... With wit, vision, and scholarship, Domingos describes how these scientists are creating programs that allow a computer to teach itself. Readers...will discover fascinating insights." -- Kirkus Reviews "This book is a sheer pleasure, mixed with education. I am recommending it to all my students, those who studied machine learning, those who are about to do it and those who are about to teach it. The author succeeds not only in presenting an accurate and entertaining journey through the methodological ideas behind machine learning but also in embedding those ideas in a colorful tapestry of philosophical questions concerning the ultimate capacity of man to emulate itself. A must read for both realists and futurists." --Judea Pearl, Professor of Computer Science, UCLA and winner of the A. M. Turing Award, "Domingos is the perfect tour guide from whom you will learn everythingyou need to know about this exciting field, and a surprising amount about sience and philosophy as well."-- Duncan Watts, Principal Researcher, Microsoft Research, and author of Six Degrees and Everything Is Obvious *Once You Know the Answer, "Pedro Domingos demystifies machine learning andshows how wondrous and exciting the future will be."-- Walter Isaacson, author of Steve Jobs and The Innovators, "Unlike other books that proclaim a bright future, this one actually gves you what you need to understand the changes that are coming."-- Peter Norvig, Director of Research, Google andcoauthor of Artificial Intelligence: A Modern Approach, "If you are interested in a crash course on the enigmatic field ofmachine learning and the challenges for AI practitioners that lie ahead, this book is a great read."-- TechCast Global, ADVANCE PRAISE FOR THE MASTER ALGORITHM "The holy grail of computer science is a machine that can teach itself, as we humans do, from experience. Machine learning could help us do everything from curing cancer to building humanoid robots. Pedro Domingos demystifies machine learning and shows how wondrous and exciting the future will be." --Walter Isaacson, author of Steve Jobs and The Innovators "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 "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 book is a sheer pleasure, mixed with education. I am recommending it to all my students, those who studied machine learning, those who are about to do it and those who are about to teach it."-- Judea Pearl, professor of computer science, UCLA and winner of the A. M. Turing Award, ADVANCE PRAISE FOR THE MASTER ALGORITHM "[An] enthusiastic but not dumbed-down introduction to machine learning... lucid and consistently informative... With wit, vision, and scholarship, Domingos describes how these scientists are creating programs that allow a computer to teach itself. Readers...will discover fascinating insights." -- Kirkus Reviews "The holy grail of computer science is a machine that can teach itself, as we humans do, from experience. Machine learning could help us do everything from curing cancer to building humanoid robots. 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, 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 "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, "[ 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."-- The Economist, ADVANCE PRAISE FOR THE MASTER ALGORITHM "[An] enthusiastic but not dumbed-down introduction to machine learning... lucid and consistently informative... With wit, vision, and scholarship, Domingos describes how these scientists are creating programs that allow a computer to teach itself. Readers...will discover fascinating insights." -- Kirkus Reviews "The holy grail of computer science is a machine that can teach itself, as we humans do, from experience. Machine learning could help us do everything from curing cancer to building humanoid robots. 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, 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 "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 "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 "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, "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, "An impressive and wide-ranging work that covers everything from the history ofmachine learning to the latest technical advances in the field."-- Daily Beast, "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, "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, ADVANCE PRAISE FOR THE MASTER ALGORITHM "[An] enthusiastic but not dumbed-down introduction to machine learning... lucid and consistently informative... With wit, vision, and scholarship, Domingos describes how these scientists are creating programs that allow a computer to teach itself. Readers...will discover fascinating insights." -- Kirkus Reviews "The holy grail of computer science is a machine that can teach itself, as we humans do, from experience. Machine learning could help us do everything from curing cancer to building humanoid robots. 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, 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 "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, "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 tojoin in his plan to unite them, creating the most powerful technology our civilization has ever seen."-- Sebastian Seung, professor, Princeton, and author of Connectome, "This book is a must have to learn machine learning without equation. It will help you get the big picture of the several learning paradigms. Finally, the provocative idea is not only intriguing, but also very well argued."-- Data Mining Research, "This is an incredibly important and useful book. Machine learning isalready 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 span, "Domingos is a genial and amusing guide, who sneaks us around the backstage areas of the science in order to witness the sometimes personal (and occasionally acrimonious) tenor of research on the subject in recent decades."-- Times Higher Education, "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 "The holy grail of computer science is a machine that can teach itself, as we humans do, from experience. Machine learning could help us do everything from curing cancer to building humanoid robots. Pedro Domingos demystifies machine learning and shows how wondrous and exciting the future will be." --Walter Isaacson, author of Steve Jobs and The Innovators, "Domingos writes with verve and passion, and the book has a strong narrative." -- New Scientist "[ The Master Algorithm ] opens the doorway to a world many of us never see or think about, though it has a tremendous impact on our daily lives." -- Shelf Awareness for Readers "[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." -- The Economist "Wonderfully erudite, humorous, and easy to read." -- KDNuggets "Domingos is a genial and amusing guide, who sneaks us around the backstage areas of the science in order to witness the sometimes personal (and occasionally acrimonious) tenor of research on the subject in recent decades... 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 "An exhilarating venture into groundbreaking computer science." -- Booklist , starred review, "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, ADVANCE PRAISE FOR THE MASTER ALGORITHM The holy grail of computer science is a machine that can teach itself, as we humans do, from experience. Machine learning could help us do everything from curing cancer to building humanoid robots. Pedro Domingos demystifies machine learning and shows how wondrous and exciting the future will be." —Walter Isaacson, author of Steve Jobs and The Innovators, "[An] enthusiastic but not dumbed-down introduction to machine learning...lucid and consistently informative.... With wit, vision, and scholarship, Domingos decribes how these scientists are creating programs that allow a computer to teach itself. Readers...will discover fascinating insights." -- Kirkus Reviews
Illustrated
Yes
Dewey Decimal
003/.54
Synopsis
A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own In the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm , Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.
LC Classification Number
Q387.D66 2015
Copyright Date
2015
ebay_catalog_id
4
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