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Mastering Julia

Mastering Julia

By : Malcolm Sherrington
4.4 (7)
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Mastering Julia

Mastering Julia

4.4 (7)
By: Malcolm Sherrington

Overview of this book

Julia is a well-constructed programming language with fast execution speed, eliminating the classic problem of performing analysis in one language and translating it for performance into a second. This book will help you develop and enhance your programming skills in Julia to solve real-world automation challenges. This book starts off with a refresher on installing and running Julia on different platforms. Next, you will compare the different ways of working with Julia and explore Julia's key features in-depth by looking at design and build. You will see how data works using simple statistics and analytics, and discover Julia's speed, its real strength, which makes it particularly useful in highly intensive computing tasks and observe how Julia can cooperate with external processes in order to enhance graphics and data visualization. Finally, you will look into meta-programming and learn how it adds great power to the language and establish networking and distributed computing with Julia.
Table of Contents (12 chapters)
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11
Index

Chapter 2. Developing in Julia

Julia is a feature-rich language. It was designed to appeal to the novice programmer and purist alike. Indeed for those whose interests lie in data science, statistics and mathematical modeling, Julia is well equipped to meet all their needs.

Our aim is to furnish the reader with the necessary knowledge to begin programming in Julia almost immediately. So rather than begin with an overview of the language's syntax, control structures and the like, we will introduce Julia's facets gradually over the rest of this book. Over the next two chapters we will look at some of the basic and advanced features of the Julia core. Many of the features such as graphics and database access, which are implemented via the package system will be left until later.

If you are familiar with programming in Python, R, MATLAB and so on, you will not find the journey terribly arduous, in fact we believe it will be a particularly pleasant one.

At the present time Julia...

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Mastering Julia
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