Julia 1.0 Programming Cookbook 1st edition by Przemyslaw Szufel, Bogumil Kaminski – Ebook PDF Instant Download/Delivery: 1788998367, 978-1788998369
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Product details:
ISBN 10: 1788998367
ISBN 13: 978-1788998369
Author: Przemyslaw Szufel, Bogumil Kaminski
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
Julia 1.0 Programming Cookbook 1st Table of contents:
- Dedication
- About Packt
- Why subscribe?
- Packt.com
- Contributors
- About the authors
- About the reviewer
- Packt is searching for authors like you
- Preface
- Who this book is for
- What this book covers
- To get the most out of this book
- Download the example code files
- Download the color images
- Conventions used
- Sections
- Getting ready
- How to do it…
- How it works…
- There’s more…
- See also
- Get in touch
- Reviews
- Installing and Setting Up Julia
- Introduction
- Installing Julia from binaries
- Getting ready
- How to do it…
- Installing Julia on Linux Ubuntu
- Installing Julia on Windows
- There’s more…
- See also
- Julia IDEs
- Getting ready
- How to do it…
- Juno
- Microsoft Visual Studio Code
- Sublime Text
- See also
- Julia support for text editors
- Getting ready
- How to do it…
- Configuring Julia with Nano
- Configuring Julia with Vim
- Configuring Julia with Emacs
- See also
- Building Julia from sources on Linux
- Getting ready
- How to do it…
- Option 1 – build Julia without Intel’s MKL
- Option 2 – build Julia with Intel MKL (without Intel LIBM)
- Option 3 – build Julia with Intel MKL and with Intel LIBM
- How it works…
- There’s more…
- See also
- Running Julia inside the Cloud9 IDE in the AWS cloud
- Getting ready
- How to do it…
- How it works…
- See also
- How to customize Julia on startup
- Getting ready
- How to do it…
- Running a script on Julia startup
- Running a single Julia command on startup
- Running a script every time Julia starts
- How it works…
- There’s more…
- See also
- Setting up Julia to use multiple cores
- Getting ready
- How to do it…
- Multiple processes
- Multiple threads
- How it works…
- There’s more…
- See also
- Useful options for interaction with Julia
- Getting ready
- How to do it…
- How it works…
- There’s more…
- See also
- Displaying computation results in Julia
- Getting ready
- How to do it…
- How it works…
- There’s more…
- See also
- Managing packages
- Getting ready
- How to do it…
- How it works…
- There’s more…
- See also
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Tags: Przemyslaw Szufel, Bogumil Kaminski, Programming Cookbook


