Julia 1.0 Programming

Dynamic and high-performance programming to build fast scientific applications, 2nd Edition

Nonfiction, Computers, Database Management, Data Processing, Programming, Programming Languages, General Computing
Cover of the book Julia 1.0 Programming by Ivo Balbaert, Packt Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Ivo Balbaert ISBN: 9781788990059
Publisher: Packt Publishing Publication: September 24, 2018
Imprint: Packt Publishing Language: English
Author: Ivo Balbaert
ISBN: 9781788990059
Publisher: Packt Publishing
Publication: September 24, 2018
Imprint: Packt Publishing
Language: English

Enter the exciting world of Julia, a high-performance language for technical computing

Key Features

  • Leverage Julia's high speed and efficiency for your applications
  • Work with Julia in a multi-core, distributed, and networked environment
  • Apply Julia to tackle problems concurrently and in a distributed environment

Book Description

The release of Julia 1.0 is now ready to change the technical world by combining the high productivity and ease of use of Python and R with the lightning-fast speed of C++. Julia 1.0 programming gives you a head start in tackling your numerical and data problems. You will begin by learning how to set up a running Julia platform, before exploring its various built-in types. With the help of practical examples, this book walks you through two important collection types: arrays and matrices. In addition to this, you will be taken through how type conversions and promotions work.

In the course of the book, you will be introduced to the homo-iconicity and metaprogramming concepts in Julia. You will understand how Julia provides different ways to interact with an operating system, as well as other languages, and then you'll discover what macros are. Once you have grasped the basics, you’ll study what makes Julia suitable for numerical and scientific computing, and learn about the features provided by Julia. By the end of this book, you will also have learned how to run external programs.

This book covers all you need to know about Julia in order to leverage its high speed and efficiency for your applications.

What you will learn

  • Set up your Julia environment to achieve high productivity
  • Create your own types to extend the built-in type system
  • Visualize your data in Julia with plotting packages
  • Explore the use of built-in macros for testing and debugging, among other uses
  • Apply Julia to tackle problems concurrently
  • Integrate Julia with other languages such as C, Python, and MATLAB

Who this book is for

Julia 1.0 Programming is for you if you are a statistician or data scientist who wants a crash course in the Julia programming language while building big data applications. A basic knowledge of mathematics is needed to understand the various methods that are used or created during the course of the book to exploit the capabilities that Julia is designed with.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Enter the exciting world of Julia, a high-performance language for technical computing

Key Features

Book Description

The release of Julia 1.0 is now ready to change the technical world by combining the high productivity and ease of use of Python and R with the lightning-fast speed of C++. Julia 1.0 programming gives you a head start in tackling your numerical and data problems. You will begin by learning how to set up a running Julia platform, before exploring its various built-in types. With the help of practical examples, this book walks you through two important collection types: arrays and matrices. In addition to this, you will be taken through how type conversions and promotions work.

In the course of the book, you will be introduced to the homo-iconicity and metaprogramming concepts in Julia. You will understand how Julia provides different ways to interact with an operating system, as well as other languages, and then you'll discover what macros are. Once you have grasped the basics, you’ll study what makes Julia suitable for numerical and scientific computing, and learn about the features provided by Julia. By the end of this book, you will also have learned how to run external programs.

This book covers all you need to know about Julia in order to leverage its high speed and efficiency for your applications.

What you will learn

Who this book is for

Julia 1.0 Programming is for you if you are a statistician or data scientist who wants a crash course in the Julia programming language while building big data applications. A basic knowledge of mathematics is needed to understand the various methods that are used or created during the course of the book to exploit the capabilities that Julia is designed with.

More books from Packt Publishing

Cover of the book Apple Motion 5 Cookbook by Ivo Balbaert
Cover of the book Mastering Unity 2D Game Development - Second Edition by Ivo Balbaert
Cover of the book VMware ThinApp 4.7 Essentials by Ivo Balbaert
Cover of the book AJAX and PHP: Building Responsive Web Applications by Ivo Balbaert
Cover of the book Java for Data Science by Ivo Balbaert
Cover of the book Mastering .NET Machine Learning by Ivo Balbaert
Cover of the book Instant LEGO Mindstorm EV3 by Ivo Balbaert
Cover of the book TYPO3 4.2 E-Commerce by Ivo Balbaert
Cover of the book Visual Studio 2013 Cookbook by Ivo Balbaert
Cover of the book Learn PowerShell Core 6.0 by Ivo Balbaert
Cover of the book Powershell Core 6.2 Cookbook by Ivo Balbaert
Cover of the book Practical Windows Forensics by Ivo Balbaert
Cover of the book MariaDB High Performance by Ivo Balbaert
Cover of the book Practical Game AI Programming by Ivo Balbaert
Cover of the book Machine Learning Algorithms by Ivo Balbaert
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy