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

1.009 kr
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Om denne bog

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.

Product detaljer
Sprog:
Engelsk
Sider:
824
ISBN-13:
9789811207716
Indbinding:
Paperback
Udgave:
ISBN-10:
9811207712
Udg. Dato:
7 feb 2020
Længde:
45mm
Bredde:
139mm
Højde:
250mm
Forlag:
World Scientific Publishing Co Pte Ltd
Oplagsdato:
7 feb 2020
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