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Julia 1.0 Programming Cookbook
Julia 1.0 Programming Cookbook

Julia 1.0 Programming Cookbook: Over 100 numerical and distributed computing recipes for your daily data science work?ow

By Bogumił Kamiński , Przemysław Szufel
$39.99 $9.99
Book Nov 2018 460 pages 1st Edition
eBook
$39.99 $9.99
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eBook
$39.99 $9.99
Print
$48.99
Subscription
$15.99 Monthly

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Product Details


Publication date : Nov 29, 2018
Length 460 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781788998369
Category :
Table of content icon View table of contents Preview book icon Preview Book

Julia 1.0 Programming Cookbook

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Key benefits

  • Address the core problems of programming in Julia with the most popular packages for common tasks
  • Tackle issues while working with Databases and Parallel data processing with Julia
  • Explore advanced features such as metaprogramming, functional programming, and user defined types

Description

Julia, with its dynamic nature and high-performance, provides comparatively minimal time for the development of computational models with easy-to-maintain computational code. This book will be your solution-based guide as it will take you through different programming aspects with Julia. Starting with the new features of Julia 1.0, each recipe addresses a specific problem, providing a solution and explaining how it works. You will work with the powerful Julia tools and data structures along with the most popular Julia packages. You will learn to create vectors, handle variables, and work with functions. You will be introduced to various recipes for numerical computing, distributed computing, and achieving high performance. You will see how to optimize data science programs with parallel computing and memory allocation. We will look into more advanced concepts such as metaprogramming and functional programming. Finally, you will learn how to tackle issues while working with databases and data processing, and will learn about on data science problems, data modeling, data analysis, data manipulation, parallel processing, and cloud computing with Julia. By the end of the book, you will have acquired the skills to work more effectively with your data

What you will learn

Boost your code’s performance using Julia’s unique features Organize data in to fundamental types of collections: arrays and dictionaries Organize data science processes within Julia and solve related problems Scale Julia computations with cloud computing Write data to IO streams with Julia and handle web transfer Define your own immutable and mutable types Speed up the development process using metaprogramming

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details


Publication date : Nov 29, 2018
Length 460 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781788998369
Category :

Table of Contents

18 Chapters
Title Page Chevron down icon Chevron up icon
Copyright and Credits Chevron down icon Chevron up icon
Dedication Chevron down icon Chevron up icon
About Packt Chevron down icon Chevron up icon
Contributors Chevron down icon Chevron up icon
Preface Chevron down icon Chevron up icon
1. Installing and Setting Up Julia Chevron down icon Chevron up icon
2. Data Structures and Algorithms Chevron down icon Chevron up icon
3. Data Engineering in Julia Chevron down icon Chevron up icon
4. Numerical Computing with Julia Chevron down icon Chevron up icon
5. Variables, Types, and Functions Chevron down icon Chevron up icon
6. Metaprogramming and Advanced Typing Chevron down icon Chevron up icon
7. Handling Analytical Data Chevron down icon Chevron up icon
8. Julia Workflow Chevron down icon Chevron up icon
9. Data Science Chevron down icon Chevron up icon
10. Distributed Computing Chevron down icon Chevron up icon
1. Other Books You May Enjoy Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon

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