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Linear Algebra And Optimization With Applications To Machine Learning: Volume 1 paperback english - 29 March 2020

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PublisherWorld Scientific Publishing Company
ISBN 139789811207716
ISBN 109811207712
Book DescriptionThis 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.
LanguageEnglish
AuthorJean H. Gallier, Jocelyn Quaintance
Publication Date29 March 2020
Number of Pages824

Linear Algebra And Optimization With Applications To Machine Learning: Volume 1 paperback english - 29 March 2020

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