PirateBay Download | gallier j linear algebra computer vision robotics machine learning 2023

gallier j linear algebra computer vision robotics machine learning 2023

Type:: E-books
Files:: 1
Size:: 29.4 MB
Uploaded On:: July 20, 2023, 6:53 p.m.
Added By:: andryold1
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Info Hash:: F1DA6920D82071A795178D339973FFF2C1DEC241

Textbook in PDF format This book is Volume I of two-volume book "Linear Algebra and Optimization with Applications to Machine Learning" (World Scientific, 2020). 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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Gallier J. Linear Algebra for Computer Vision, Robotics,...Machine Learning 2023.pdf 29.4 MB

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gallier j linear algebra computer vision robotics machine learning 2023

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