Zizler P , La Haye R Linear Algebra in Data Science 2024
General:
Name: Zizler P , La Haye R Linear Algebra in Data Science 2024
Format: pdf
Size: 3.63 MB
Book:
Title: Linear Algebra in Data Science
Author: Peter Zizler, Roberta La Haye
Language: polski
Year: 2024
Subjects: Science & Technology, Mathematics, Algebra
Publisher: Birkh�user
ISBN: 9783031549083
Total pages: 202
Description:
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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