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  • Book Overview & Buying Mastering Julia
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Mastering Julia

Mastering Julia - Second Edition

By : Malcolm Sherrington
4.3 (3)
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Mastering Julia

Mastering Julia

4.3 (3)
By: Malcolm Sherrington

Overview of this book

Julia is a well-constructed programming language which was designed for fast execution speed by using just-in-time LLVM compilation techniques, thus eliminating the classic problem of performing analysis in one language and translating it for performance in a second. This book is a primer on Julia’s approach to a wide variety of topics such as scientific computing, statistics, machine learning, simulation, graphics, and distributed computing. Starting off with a refresher on installing and running Julia on different platforms, you’ll quickly get to grips with the core concepts and delve into a discussion on how to use Julia with various code editors and interactive development environments (IDEs). As you progress, you’ll see how data works through simple statistics and analytics and discover Julia's speed, its real strength, which makes it particularly useful in highly intensive computing tasks. You’ll also and observe how Julia can cooperate with external processes to enhance graphics and data visualization. Finally, you will explore metaprogramming and learn how it adds great power to the language and establish networking and distributed computing with Julia. By the end of this book, you’ll be confident in using Julia as part of your existing skill set.
Table of Contents (14 chapters)
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Database preliminaries

A few years ago, discussing databases was simple. We spoke of relational databases such as Oracle, MySQL, and SQL Server and that was pretty much it. There were some exceptions, such as databases involved in Lightweight Directory Access Protocol (LDAP) and some configuration databases based on XML, when the whole world was relational. Even products that were not purely relational, such as Microsoft Access, tried to present a relational face to the user.

We usually use the terms relational and SQL database interchangeably, although the latter more correctly refers to the method of querying the database than to its architecture. What changed was the explosion of large databases from sources such as Google, Facebook, and Twitter, which could not be accommodated by scaling up the existing SQL databases of the time, and indeed such databases still cannot.

Relational databases consist of a set of tables, normally linked with a main (termed primary) key and related...

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Mastering Julia
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