Algorithms with JULIA is popular PDF and ePub book, written by Clemens Heitzinger in 2022-12-12, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Algorithms with JULIA can be Read Online from any device for your convenience.
Algorithms with JULIA Book PDF Summary
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.
Detail Book of Algorithms with JULIA PDF
- Author : Clemens Heitzinger
- Release : 12 December 2022
- Publisher : Springer Nature
- ISBN : 9783031165603
- Genre : Mathematics
- Total Page : 447 pages
- Language : English
- PDF File Size : 13,9 Mb
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