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Books > Computing & IT > General theory of computing > Mathematical theory of computation
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Numerical Linear Algebra with Julia (Paperback)
Loot Price: R2,601
Discovery Miles 26 010
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Numerical Linear Algebra with Julia (Paperback)
Series: Other Titles in Applied Mathematics
Expected to ship within 12 - 17 working days
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Numerical Linear Algebra with Julia provides in-depth coverage of
fundamental topics in numerical linear algebra, including how to
solve dense and sparse linear systems, compute QR factorizations,
compute the eigendecomposition of a matrix, and solve linear
systems using iterative methods such as conjugate gradient. The
style is friendly and approachable and cartoon characters guide the
way. Inside this book, readers will find detailed descriptions of
algorithms, implementations in Julia that illustrate concepts and
allow readers to explore methods on their own, and illustrations
and graphics that emphasize core concepts and demonstrate
algorithms. Numerical Linear Algebra with Julia is a textbook for
undergraduate and graduate students. It is appropriate for the
following courses: Advanced Numerical Analysis, Special Topics on
Numerical Analysis, Topics on Data Science, Topics on Numerical
Optimization, and Topics on Approximation Theory. The book may also
serve as a reference for researchers in various fields such as
computational engineering, statistics, data-science, and machine
learning, who depend on numerical solvers in linear algebra.
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