Linear Algebra and Optimization With Applications to Machine Learning: Linear Algebra for Computer Vision, Robotics, and Machine Learning (1) - Couverture souple

Gallier, Jean H; Quaintance, Jocelyn

 
9789811207716: Linear Algebra and Optimization With Applications to Machine Learning: Linear Algebra for Computer Vision, Robotics, and Machine Learning (1)
Couverture souple
ISBN 10 : 9811207712 ISBN 13 : 9789811207716
Editeur : World Scientific Publishing Co Pte Ltd, 2020

Synopsis

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.

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Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2020
Langue
anglais
ISBN 10 
9811207712
ISBN 13 
9789811207716
Reliure
Broché
Nombre de pages
824
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9789811206399: Linear Algebra and Optimization With Applications to Machine Learning: Linear Algebra for Computer Vision, Robotics, and Machine Learning (1)

Edition présentée

ISBN 10 :  9811206392 ISBN 13 :  9789811206399
Editeur : World Scientific Publishing Co P..., 2020
Couverture rigide