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Linear Algebra And Optimization With Applications To Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning (Hardcover) Loot Price: R4,732
Discovery Miles 47 320
Repayment Terms: R443 pm x 12*
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Linear Algebra And Optimization With Applications To Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics,...

Linear Algebra And Optimization With Applications To Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning (Hardcover)

Jean H. Gallier, Jocelyn Quaintance

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Loot Price R4,732 Discovery Miles 47 320 | Repayment Terms: R443 pm x 12*

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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.

General

Imprint: World Scientific Publishing Co Pte Ltd
Country of origin: Singapore
Release date: February 2020
First published: 2020
Authors: Jean H. Gallier • Jocelyn Quaintance
Format: Hardcover
Pages: 824
ISBN-13: 978-981-12-0639-9
Categories: Books > Computing & IT > General theory of computing > Mathematical theory of computation
Books > Science & Mathematics > Mathematics > Algebra > General
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision
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LSN: 981-12-0639-2
Barcode: 9789811206399

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