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Linear Algebra in Data Science

Name: Linear Algebra in Data Science
Brand: Springer, Berlin
SKU: 44743259
Price: 45.38 EUR
Availability: InStock
Author: Peter Zizler
ISBN: 9783031549076

Peter Zizler

Roberta La Haye

Jezik

Engleski

Knjiga Meki uvez

Libristo kod: 44743259

Nakladnici Springer, Berlin, svibanj 2024

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

Libristo kod: 44743259

110 b

45.38 €

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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.