Lin H Geometric Linear Algebra Vol 1 2008
General:
Name: Lin H Geometric Linear Algebra Vol 1 2008
Format: pdf
Size: 3.69 MB
Book:
Title: LINR ALGEBRA & OPTIM APPL (V1): Volume I: Linear Algebra for Computer Vision, Robotics, and Machine Learning
Author: Jean H Gallier, Jocelyn Quaintance
Language: polski
Year: 2020
Subjects: Science & Technology, Mathematics, Algebra
Publisher: World Scientific Publishing Company, Incorporated
ISBN: 9789811206412
Total pages: 881
Description:
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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