LINEAR ALGEBRA TOOL DATA (2ND ED): 2nd Edition - Hardcover

Simovici Dan A

 
9789811270338: LINEAR ALGEBRA TOOL DATA (2ND ED): 2nd Edition
Hardcover
ISBN 10: 9811270333 ISBN 13: 9789811270338
Verlag: World Scientific, 2023

Inhaltsangabe

This updated compendium provides the linear algebra background necessary to understand and develop linear algebra applications in data mining and machine learning. Basic knowledge and advanced new topics (spectral theory, singular values, decomposition techniques for matrices, tensors and multidimensional arrays) are presented together with several applications of linear algebra (k-means clustering, biplots, least square approximations, dimensionality reduction techniques, tensors and multidimensional arrays). The useful reference text includes more than 600 exercises and supplements, many with completed solutions and MATLAB applications. The volume benefits professionals, academics, researchers and graduate students in the fields of pattern recognition/image analysis, AI, machine learning and databases.

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Verlag
World Scientific
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
9811270333
ISBN 13 
9789811270338
Einband
Gebundene Ausgabe
Auflage
2
Anzahl der Seiten
1002
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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