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  • Book Overview & Buying Mastering Julia
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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

Signal processing


Signal processing is the art of analyzing and manipulating signals arising in many fields of engineering. It deals with operations on or analysis of analog as well as digitized signals, representing time-varying, or spatially-varying physical quantities.

Julia has the functionality for processing signals built into the standard library along with a growing set of packages and the speed of Julia makes it especially well-suited to such analysis.

We can differentiate between 1D signals, such as audio signals, ECG, variations in pressure and temperature and so on, and 2D resulting in imagery from video and satellite data streams. In this section, I will mainly focus on the former but the techniques carry over in a straightforward fashion to the 2D cases.

Frequency analysis

A signal is simply a measurable quantity that varies in time and/or space. The key insight of signal processing is that a signal in time can be represented by a linear combination of sinusoids at different frequencies...

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Mastering Julia
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