Algorithms with JULIA

Name: Algorithms with JULIA
Brand: Springer, Berlin
SKU: 9783031165627
Price: 1120 CZK
Availability: InStock

Optimization, Machine Learning, and Differential Equations Using the JULIA Language

Autor: Clemens Heitzinger

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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This book provides an introduction to modern topics in scientific computing and machine learning, us...

Informace o knize

Autor

Clemens Heitzinger

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2023

Stránek

439

EAN

9783031165627

Enbook ID

44490671

Vydavatel

Springer, Berlin

Hmotnost

782

Rozměry

155 x 235

Kompletní popis

This book provides an introduction to modern topics in scientific computing and machine learning, using JULIA to illustrate the efficient implementation of algorithms. In addition to covering fundamental topics, such as optimization and solving systems of equations, it adds to the usual canon of computational science by including more advanced topics of practical importance. In particular, there is a focus on partial differential equations and systems thereof, which form the basis of many engineering applications. Several chapters also include material on machine learning (artificial neural networks and Bayesian estimation).JULIA is a relatively new programming language which has been developed with scientific and technical computing in mind. Its syntax is similar to other languages in this area, but it has been designed to embrace modern programming concepts. It is open source, and it comes with a compiler and an easy-to-use package system. Aimed at students of applied mathematics, computer science, engineering and bioinformatics, the book assumes only a basic knowledge of linear algebra and programming.

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Algorithms with JULIA

Optimization, Machine Learning, and Differential Equations Using the JULIA Language

Informace o knize

Kompletní popis

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