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Practical Linear Algebra for Data Science : From Core Concepts to Applications Using Python /

Cohen, Mike X.

Practical Linear Algebra for Data Science : From Core Concepts to Applications Using Python / - USA: O'Reilly Media press, 2022. - 326p 20.5cm x 27.5cm

9781098120610


The purpose of this book is to teach you modern linear algebra. But this is not about memorizing some key equations and slugging through abstract proofs; the purpose is to teach you how to think about matrices, vectors, and operations acting upon them. You will develop a geometric intuition for why linear algebra is the way it is. And you will understand how to implement linear algebra concepts in Python code, with a focus on applications in machine learning and data science.

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