The Resource The master algorithm : how the quest for the ultimate learning machine will remake our world, Pedro Domingos

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

Label
The master algorithm : how the quest for the ultimate learning machine will remake our world
Title
The master algorithm
Title remainder
how the quest for the ultimate learning machine will remake our world
Statement of responsibility
Pedro Domingos
Creator
Author
Subject
Language
eng
Summary
Algorithms increasingly run our lives. They find books, movies, jobs, and dates for us, manage our investments, and discover new drugs. 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. Machine learning is the automation of discovery - the scientific method on steroids - that enables intelligent robots and computers to program themselves. No field of science today is more important yet more shrouded in mystery. Pedro Domingos, one of the field's leading lights, lifts the veil for the first time to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. Step by step, he assembles a blueprint for the future universal learner - the Master Algorithm - and discusses what it means for you, and for the future of business, science, and society. If data-ism is today's rising philosophy, this book will be its bible. The quest for universal learning is one of the most significant, fascinating, and revolutionary intellectual developments of all time. The Master Algorithm is the essential guide for anyone and everyone wanting to understand not just how the revolution will happen, but how to be at its forefront
http://library.link/vocab/creatorName
Domingos, Pedro
Dewey number
003.54
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • Information society
  • Machine learning
  • Algorithms
  • Data mining
  • Computers
  • Knowledge representation (Information theory)
  • Artificial intelligence
  • Artificial intelligence
  • Cognitive science
Label
The master algorithm : how the quest for the ultimate learning machine will remake our world, Pedro Domingos
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
txt
Content type MARC source
rdacontent.
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
Dimensions
25 cm.
Extent
xxi, 329 pages
Isbn
9780241004548
Isbn Type
(hbk.)
Media category
unmediated
Media MARC source
rdamedia.
Media type code
n
Specific material designation
regular print
Label
The master algorithm : how the quest for the ultimate learning machine will remake our world, Pedro Domingos
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
txt
Content type MARC source
rdacontent.
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
Dimensions
25 cm.
Extent
xxi, 329 pages
Isbn
9780241004548
Isbn Type
(hbk.)
Media category
unmediated
Media MARC source
rdamedia.
Media type code
n
Specific material designation
regular print

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