Code: 44743259

Linear Algebra in Data Science

Name: Linear Algebra in Data Science
Brand: Springer, Berlin
SKU: 44743259
Price: 45.64 EUR
Availability: InStock
Author: Peter Zizler
ISBN: 9783031549076

by Peter Zizler, Roberta La Haye

Language: English
Binding: Paperback
Number of pages: 180
Publisher: Springer, Berlin, 2024
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Book synopsis

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.