Linear Algebra in Data Science

Name: Linear Algebra in Data Science
Brand: Springer, Berlin
SKU: 9783031549076
Price: 1009 CZK
Availability: InStock

Autor: Peter Zizler, Roberta La Haye

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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This textbook explores applications of linear algebra in data science at an introductory level, show...

Informace o knize

Autor

Peter Zizler, Roberta La Haye

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2024

Stránek

180

EAN

9783031549076

Enbook ID

44743259

Vydavatel

Springer, Berlin

Hmotnost

324

Rozměry

155 x 235

Kompletní popis

This textbook explores applications of linear algebra in data science at an introductory level, showing readers how the two are deeply connected. The authors accomplish this by offering exercises that escalate in complexity, many of which incorporate MATLAB. Practice projects appear as well for students to better understand the real-world applications of the material covered in a standard linear algebra course. Some topics covered include singular value decomposition, convolution, frequency filtering, and neural networks. Linear Algebra in Data Science is suitable as a supplement to a standard linear algebra course.

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Linear Algebra in Data Science

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Kompletní popis

Mohlo by vás zajímat

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