The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

Domingos, Pedro

ISBN 10: 1501299360 ISBN 13: 9781501299360

Publisher: Brilliance Audio, 2015

Synopsis

Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about—and solving—an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri’s ability to understand voices, and Google to pilot cars. These programs are already helping us fight the war on cancer and predict the movements of the stock market, and they are making great headway with instant language translation and discovering new laws of nature.

But machine learning is incomplete, and its practitioners across the globe are seeking the most powerful algorithm of all.The Master Algorithm will not be limited to solving particular problems but will be able to learn anything and solve any problem, however difficult, and Pedro Domingos, a trailblazing computer scientist, is at the very forefront of the search for it. With the Master Algorithm in hand and data as its fuel, machine learning—essentially the automation of discovery, a kind of scientific method on steroids—will become the most powerful technology humanity has ever devised. AndThe Master Algorithm will be its bible.

About this title

Review

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))

About the Author

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.

Edition details

• Publisher: Brilliance Audio
• Publication date: 2015
• Language: English
• ISBN 10: 1501299360
• ISBN 13: 9781501299360
• Binding: MP3 CD