EAN: 9783031549076

LINEAR ALGEBRA IN DATA SCIENCE - PETER ZIZLER R...

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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