The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World by Pedro DomingosThe Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World by Pedro Domingos

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

byPedro Domingos

Hardcover | September 22, 2015

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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. InThe 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.
Pedro Domingosis a professor of computer science at the University of Washington. He is a winner of the SIGKDD Innovation Award, the highest honor in data science. A fellow of the Association for the Advancement of Artificial Intelligence, he lives near Seattle.
Title:The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our WorldFormat:HardcoverDimensions:352 pages, 6.25 × 9.5 × 1.25 inPublished:September 22, 2015Publisher:Basic BooksLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0465065708

ISBN - 13:9780465065707

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Table of Contents

1. The Machine Learning Revolution
2. The Master Algorithm
3. Hume's Problem of Induction
4. How Does Your Brain Learn?
5. Evolution: Nature's Learning Algorithm
6. In the Church of the Reverend Bayes
7. You Are What You Resemble
8. Learning Without a Teacher
9. The Pieces of the Puzzle Fall into Place
10. This Is the World on Machine Learning

Editorial Reviews

"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