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

Gallier, Jean; Quaintance, Jocelyn

 
9789811206399: Linear Algebra and Optimization With Applications to Machine Learning: Linear Algebra for Computer Vision, Robotics, and Machine Learning (1)
Rilegato
ISBN 10: 9811206392 ISBN 13: 9789811206399
Casa editrice: World Scientific Pub Co Inc, 2020

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
World Scientific Pub Co Inc
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
9811206392
ISBN 13 
9789811206399
Rilegatura
Copertina rigida
Numero di pagine
806
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9789811207716: Linear Algebra and Optimization With Applications to Machine Learning: Linear Algebra for Computer Vision, Robotics, and Machine Learning (1)

Edizione in evidenza

ISBN 10:  9811207712 ISBN 13:  9789811207716
Casa editrice: World Scientific Pub Co Inc, 2020
Brossura