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Linear Algebra and Optimization for Machine Learning

A Textbook

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Focusing on linear algebra and optimization, the textbook is designed for graduate students and professors in computer science, mathematics, and data science, while also being accessible to advanced undergraduates. It includes numerous examples and exercises, with a solution manual available for instructors to aid in teaching. The structured chapters facilitate a comprehensive understanding of the material within the context of machine learning.

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Linear Algebra and Optimization for Machine Learning, Charu C. Aggarwal

Idioma
Publicado en
2020
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Subtítulo
A Textbook
Idioma
Inglés
Publicado en
2020
Formato
Tapa dura
Páginas
520
ISBN13
9783030403430
Serie
Calificación
4,8 de 5
Descripción
Focusing on linear algebra and optimization, the textbook is designed for graduate students and professors in computer science, mathematics, and data science, while also being accessible to advanced undergraduates. It includes numerous examples and exercises, with a solution manual available for instructors to aid in teaching. The structured chapters facilitate a comprehensive understanding of the material within the context of machine learning.