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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: R5,396
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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)
Expected to ship within 10 - 15 working days
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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.
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