Linear Algebra and Optimization for Machine Learning: A Textbook

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Linear Algebra and Optimization for Machine Lea...

Edition Description

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...

Edition Details

Format:Hardcover

Language:English

ISBN:3030403432

Format: Hardcover

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Linear Algebra and Optimization for Machine Lea...

By Charu C. Aggarwal

Edition Description

Preface.- 1 Linear Algebra and Optimization: An Introduction.- 2 Linear Transformations and Linear Systems.- 3 Eigenvectors and Diagonalizable Matrices.- 4 Optimization Basics: A Machine Learning View.- 5 Advanced Optimization Solutions.- 6 Constrained Optimization and Duality.-...

Edition Details

Format:Paperback

Language:English

ISBN:3030403467

Format: Paperback

Condition:

59.99

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All Formats & Editions

Linear Algebra and Optimization for Machine Lea...

Linear Algebra and Optimization for Machine Lea...

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