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Practical Julia: A Hands-On Introduction for Scientific Minds

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Learn to use Julia as a tool for research, and solve problems of genuine interest—like modeling the course of a pandemic—in this practical, hands-on introduction to the language.The Julia programming language is acclaimed in scientific circles for its unparalleled ease, interactivity, and speed. Practical Julia is a comprehensive introduction to th...

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Description produit
Marque
GENERIC
Titre principal
Practical Julia: A Hands-On Introduction for Scientific Minds
Editeur
No Starch Press
Type de produit
Paperback
Présentation du livre
Paperback
Release date
10/31/2023 12:00:00 AM
Langue d'origine
English
ISBN
1718502761
Dimensions
7.06 x 1.17 x 9.25 inches
Nombre de pages de livre
528 pages
Langue - Librairie
English
Résumé
Learn to use Julia as a tool for research, and solve problems of genuine interest—like modeling the course of a pandemic—in this practical, hands-on introduction to the language.The Julia programming language is acclaimed in scientific circles for its unparalleled ease, interactivity, and speed. Practical Julia is a comprehensive introduction to the language, making it accessible even if you’re new to programming.Dive in with a thorough guide to Julia’s syntax, data types, and best practices, then transition to craft solutions for challenges in physics, statistics, biology, mathematics, scientific machine learning, and more. Whether you’re solving computational problems, visualizing data, writing simulations, or developing specialized tools, Practical Julia will show you how.As you work through the book, you’ll:• Use comprehensions and generators, higher-level functions, array initialization and manipulation, and perform operations on Unicode text• Create new syntax and generate code with metaprogramming and macros, and control the error system to manipulate program execution• Visualize everything from mathematical constructs and experimental designs to algorithm flowcharts• Elevate performance using Julia’s unique type system with multiple dispatch• Delve into scientific packages tailored for diverse fields like fluid dynamics, agent-based modeling, and image processingWhether your interest is in scientific research, statistics, mathematics, or just the fun of programming with Julia, Practical Julia will have you writing high-performance code that can do real work in no time.Online Resources: Ready-to-run code samples, illustrations, and supplemental animations available at https://julia.lee-phillips.org. Read more
Auteur(s)
Lee Phillips
Date de parution
10/31/2023 12:00:00 AM