The master algorithm: how the quest for the ultimate learning machine will remake our world : Pedro Domingos. Basic Books. 2015. ISBN 978-0465065707

Nowadays, “machine learning” is present in several aspects of the current world, internet advisors, advertisements and “smart” devices that seem to know what we need in a given moment. These are some examples of the problems solved by machine learning. This book presents the past, the present and t...

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Detalles Bibliográficos
Autor principal: Hasperué, Waldo
Formato: Articulo Revision
Lenguaje:Inglés
Publicado: 2015
Materias:
Ciencias Informáticas
Algorithms
machine learning
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/50205
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST41-BR-1.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-50205
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Algorithms
machine learning
spellingShingle Ciencias Informáticas
Algorithms
machine learning
Hasperué, Waldo
The master algorithm: how the quest for the ultimate learning machine will remake our world : Pedro Domingos. Basic Books. 2015. ISBN 978-0465065707
topic_facet Ciencias Informáticas
Algorithms
machine learning
description Nowadays, “machine learning” is present in several aspects of the current world, internet advisors, advertisements and “smart” devices that seem to know what we need in a given moment. These are some examples of the problems solved by machine learning. This book presents the past, the present and the future of the different types of machine learning algorithms. At the beginning of the book, the author takes us to the first years of the computing science, where a programmer had to do absolutely everything by himself to make an algorithm do a certain task. As time passes, there appeared the first algorithms that were capable of programming themselves learning from the available data. The author presents what he himself calls the five “tribes” of machine learning, the essence that defends each one and the kind of problems that are able to solve without problems. With a great amount of simple examples, the author depicts which advantages and disadvantages of the “master” algorithms of each “tribes” are, saying that the problem that a tribe solves perfectly well, another one cannot do it, and the other way about. The author suggests to get the best out of each “tribe” and make a unique learning algorithm able to learn without caring about the problem: the master algorithm.
format Articulo
Revision
author Hasperué, Waldo
author_facet Hasperué, Waldo
author_sort Hasperué, Waldo
title The master algorithm: how the quest for the ultimate learning machine will remake our world : Pedro Domingos. Basic Books. 2015. ISBN 978-0465065707
title_short The master algorithm: how the quest for the ultimate learning machine will remake our world : Pedro Domingos. Basic Books. 2015. ISBN 978-0465065707
title_full The master algorithm: how the quest for the ultimate learning machine will remake our world : Pedro Domingos. Basic Books. 2015. ISBN 978-0465065707
title_fullStr The master algorithm: how the quest for the ultimate learning machine will remake our world : Pedro Domingos. Basic Books. 2015. ISBN 978-0465065707
title_full_unstemmed The master algorithm: how the quest for the ultimate learning machine will remake our world : Pedro Domingos. Basic Books. 2015. ISBN 978-0465065707
title_sort master algorithm: how the quest for the ultimate learning machine will remake our world : pedro domingos. basic books. 2015. isbn 978-0465065707
publishDate 2015
url http://sedici.unlp.edu.ar/handle/10915/50205
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST41-BR-1.pdf
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