Titlebook: Introduction to Scientific Computing and Data Analysis; Mark H. Holmes Textbook 2023Latest edition The Editor(s) (if applicable) and The A

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1611-0994 ponent analysis & variational calculus.Problem solving & theThis textbook provides an introduction to numerical computing and its applications in science and engineering. The topics covered include those usually found in an introductory course, as well as those that arise in data analysis. This incl

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Data Analysis,st to explain this using an example. In addition to introducing how the SVD can be used to find the connections, it will also show how the method overlaps with the regression material considered in Chapter ..

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978-3-031-22432-4The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl

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Introduction to Scientific Computing and Data Analysis978-3-031-22430-0Series ISSN 1611-0994 Series E-ISSN 2197-179X

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Mark H. HolmesCodes used for all of the computational examples are available on GitHub.Covers optimization methods, regression principal & independent component analysis & variational calculus.Problem solving & the

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Introduction to Scientific Computing,nite precision arithmetic used by the computer generates errors that are significant enough that they affect the final result. The calculations to follow use double-precision arithmetic, and this is explained in Section ..