Parallel Computing for Data Science

Name: Parallel Computing for Data Science
Brand: Taylor & Francis Inc
SKU: 9781466587014
Price: 494.44 RON
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Autor: Norman Matloff

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Editura: Taylor & Francis Inc

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494.44 lei

Parallel Computing for Data Science: With Examples in R, C++ and CUDA is one of the first parallel c...

Informații despre carte

Autor

Norman Matloff

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2015

Pagini

328

EAN

9781466587014

ISBN

1466587016

Enbook ID

09221337

Editura

Taylor & Francis Inc

Greutate

626

Dimensiuni

241 x 166 x 23

Descriere completă

Parallel Computing for Data Science: With Examples in R, C++ and CUDA is one of the first parallel computing books to concentrate exclusively on parallel data structures, algorithms, software tools, and applications in data science. It includes examples not only from the classic "n observations, p variables" matrix format but also from time series, network graph models, and numerous other structures common in data science. The examples illustrate the range of issues encountered in parallel programming.

With the main focus on computation, the book shows how to compute on three types of platforms: multicore systems, clusters, and graphics processing units (GPUs). It also discusses software packages that span more than one type of hardware and can be used from more than one type of programming language. Readers will find that the foundation established in this book will generalize well to other languages, such as Python and Julia.

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