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Numerical Algorithms - Methods for Computer Vision, Machine Learning, and Graphics (Hardcover)
Loot Price: R2,629
Discovery Miles 26 290
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Numerical Algorithms - Methods for Computer Vision, Machine Learning, and Graphics (Hardcover)
Expected to ship within 10 - 15 working days
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Numerical Algorithms: Methods for Computer Vision, Machine
Learning, and Graphics presents a new approach to numerical
analysis for modern computer scientists. Using examples from a
broad base of computational tasks, including data processing,
computational photography, and animation, the textbook introduces
numerical modeling and algorithmic design from a practical
standpoint and provides insight into the theoretical tools needed
to support these skills. The book covers a wide range of
topics-from numerical linear algebra to optimization and
differential equations-focusing on real-world motivation and
unifying themes. It incorporates cases from computer science
research and practice, accompanied by highlights from in-depth
literature on each subtopic. Comprehensive end-of-chapter exercises
encourage critical thinking and build students' intuition while
introducing extensions of the basic material. The text is designed
for advanced undergraduate and beginning graduate students in
computer science and related fields with experience in calculus and
linear algebra. For students with a background in discrete
mathematics, the book includes some reminders of relevant
continuous mathematical background.
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