Cover of Linear Algebra And Optimization With Applications to Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning by Gallier Jean H & Quaintance Jocelyn, ISBN 9781944660345

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Linear Algebra And Optimization With Applications to Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning

Name: Linear Algebra And Optimization With Applications to Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning
Brand: World Scientific
SKU: 9781944660345
Price: 2476.00 INR
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ISBN: 9781944660345

Contributor(s): Gallier Jean H & Quaintance Jocelyn Author Format: Paperback

Paperback · ISBN 9781944660345

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Key Specifications

ISBN	9781944660345
Publisher	World Scientific
Language	English
Page count	824

This book provides the mathematical fundamentals of linear algebra to practicers in computer vision, machine learning, robotics, applied mathematics, and electrical engineering. By only assuming a knowledge of calculus, the authors develop, in a rigorous yet down to earth manner, the mathematical theory behind concepts such as: vectors spaces, bases, linear maps, duality, Hermitian spaces, the spectral theorems, SVD, and the primary decomposition theorem. At all times, pertinent real-world applications are provided. This book includes the mathematical explanations for the tools used which we believe that is adequate for computer scientists, engineers and mathematicians who really want to do serious research and make significant contributions in their respective fields.

Linear Algebra And Optimization With Applications to Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning

Key Specifications

Gallier Jean H & Quaintance Jocelyn Author

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