Store besparelser
Hurtig levering
Fri fragt over 499,-
Gemte
Log ind
0
Kurv
Kurv
Tensor Decompositions for Data Science
Engelsk
Bogcover for Tensor Decompositions for Data Science af Grey Ballard, Tamara G. Kolda, 9781009471671
Specifikationer
Sprog:
Engelsk
Sider:
419
ISBN-13:
9781009471671
Indbinding:
Hardback
Udgave:
ISBN-10:
1009471678
Kategori:
Udg. Dato:
26 jun 2025
Længde:
28mm
Bredde:
261mm
Højde:
183mm
Forlag:
Cambridge University Press
Oplagsdato:
26 jun 2025
Forfatter(e):
Hardback
Format:

Om denne bog
Tensors are essential in modern day computational and data sciences. This book explores the foundations of tensor decompositions, a data analysis methodology that is ubiquitous in machine learning, signal processing, chemometrics, neuroscience, quantum computing, financial analysis, social science, business market analysis, image processing, and much more. In this self-contained mathematical, algorithmic, and computational treatment of tensor decomposition, the book emphasizes examples using real-world downloadable open-source datasets to ground the abstract concepts. Methodologies for 3-way tensors (the simplest notation) are presented before generalizing to d-way tensors (the most general but complex notation), making the book accessible to advanced undergraduate and graduate students in mathematics, computer science, statistics, engineering, and physical and life sciences. Additionally, extensive background materials in linear algebra, optimization, probability, and statistics are included as appendices.

Forlags Vejl. pris
635,25 kr
Hos Booktok
575 kr
Læg i kurv nu
Sikker betaling
6 - 8 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
419
ISBN-13:
9781009471671
Indbinding:
Hardback
Udgave:
ISBN-10:
1009471678
Kategori:
Udg. Dato:
26 jun 2025
Længde:
28mm
Bredde:
261mm
Højde:
183mm
Forlag:
Cambridge University Press
Oplagsdato:
26 jun 2025
Forfatter(e):
Finder produkter...
Kategori sammenhænge