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The master algorithm : how the quest for the ultimate learning machine will remake our world

Author: Pedro Domingos
Publisher: New York : Basic Books, a member of the Perseus Books Group, [2015]
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"Describes the quest to find the Master Algorithm, which will take machine learning to the next level, allowing computers to learn how to solve not just particular problems but any problem, "--Novelist.
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Genre/Form: Electronic books
Electronic book
Additional Physical Format: Print version:
Domingos, Pedro.
Master algorithm.
New York : Basic Books, a member of the Perseus Books Group, [2015]
(DLC) 2015007615
(OCoLC)900623914
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Pedro Domingos
ISBN: 9780465061921 0465061923 9780241004555 0241004551
OCLC Number: 918932420
Description: 1 online resource (xxi, 329 pages) : illustrations
Contents: The machine learning revolution --
The master algorithm --
Hume's problem of induction --
How does your brain learn? --
Evolution : nature's learning algorithm --
In the church of the Reverend Bayes --
You are what you resemble --
Learning without a teacher --
The pieces of the puzzle fall into place --
This is the world on machine learning.
Responsibility: Pedro Domingos.

Abstract:

"Describes the quest to find the Master Algorithm, which will take machine learning to the next level, allowing computers to learn how to solve not just particular problems but any problem, "--Novelist.

Algorithms increasingly run our lives. They work by learning from the trails of data we leave in our newly digital world; they observe us, imitate, and experiment. And 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. Domingos gives us a peek inside the learning machines that power Google, Amazon, and your smartphone, and discusses what it means for you, and for the future of business, science, and society.

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"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 Read more...

 
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