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Mathematical pictures at a data scie...
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Foucart, Simon,
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Mathematical pictures at a data science exhibition /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Mathematical pictures at a data science exhibition // Simon Foucart.
Author:
Foucart, Simon,
Published:
Cambridge ;Cambridge University Press, : 2022.,
Description:
xx, 318 p. :ill. ;23 cm.
Subject:
Big data - Mathematics. -
ISBN:
9781009001854
Mathematical pictures at a data science exhibition /
Foucart, Simon,
Mathematical pictures at a data science exhibition /
Simon Foucart. - Cambridge ;Cambridge University Press,2022. - xx, 318 p. :ill. ;23 cm.
Includes bibliographical references and index.
"In the past few decades, heuristic methods adopted by big techcompanies have complemented existing scientific disciplines to form the newfield of Data Science. This text provides deep and comprehensive coverage ofthe mathematical theory supporting the field. Composed of 27 lecture-lengthchapters with exercises, it embarks the readers on an engaging itinerarythrough key subjects in data science, including machine learning, optimalrecovery, compressive sensing (also known as compressed sensing),optimization, and neural networks. While standard material is covered, thebook also includes distinctive presentations of topics such as reproducing kernel Hilbert spaces, spectral clustering, optimal recovery, compressivesensing, group testing, and applications of semidefinite programming. Students and data scientists with less mathematical background willappreciate the appendices that supply more details on some of the abstract concepts"--
ISBN: 9781009001854GBP29.99
LCCN: 2022002178Subjects--Topical Terms:
2147694
Big data
--Mathematics.
LC Class. No.: QA76.9.B45 / F68 2022
Dewey Class. No.: 005.7
Mathematical pictures at a data science exhibition /
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based on 0 review(s)
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壽豐校區(SF Campus)
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last issue:
1 (2022/08/01)
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ALL
六樓西文書區HC-Z(6F Western Language Books)
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1 records • Pages 1 •
1
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W0201452
六樓西文書區HC-Z(6F Western Language Books)
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