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Linear Algebra and Optimization for Machine Learning: A Textbook

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Linear Algebra and Optimization for Machine Learning: A Textbook - Aggarwal, Charu C
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This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution manual for the exercises at the end of each chapter is available to teaching instructors. This textbook targets graduate level students and professors in computer science, mathematics and data science. Advanced undergraduate students can also use this textbook. The chapters for this textbook are organized as follows: 1. Linear algebra and its applications: The ...

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Linear Algebra and Optimization for Machine Learning: A Textbook 2021, Springer, Cham

ISBN-13: 9783030403461

2020 edition

Trade paperback

Linear Algebra and Optimization for Machine Learning: A Textbook 2020, Springer, Cham

ISBN-13: 9783030403430

2020 edition

Hardcover