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Learning Julia

You're reading from   Learning Julia Build high-performance applications for scientific computing

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Product type Paperback
Published in Nov 2017
Publisher Packt
ISBN-13 9781785883279
Length 316 pages
Edition 1st Edition
Languages
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Authors (2):
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Rahul Lakhanpal Rahul Lakhanpal
Author Profile Icon Rahul Lakhanpal
Rahul Lakhanpal
Anshul Joshi Anshul Joshi
Author Profile Icon Anshul Joshi
Anshul Joshi
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Table of Contents (11) Chapters Close

Preface 1. Understanding Julia's Ecosystem FREE CHAPTER 2. Programming Concepts with Julia 3. Functions in Julia 4. Understanding Types and Dispatch 5. Working with Control Flow 6. Interoperability and Metaprogramming 7. Numerical and Scientific Computation with Julia 8. Data Visualization and Graphics 9. Connecting with Databases 10. Julia’s Internals

Numerical and Scientific Computation with Julia

When we talk about the scientific community and its work, we always take into account the heavy mathematical and statistical operations being performed on raw and processed data to achieve desired results. In order to work with this huge data and the complexity it holds, the tools that are to be used to evaluate the data itself should be perfectly suited both in terms of speed of execution and ease of use.

Julia provides an excellent combination of both. The one area in which this language completely outshines its counterparts is its standings in the numerical computation and statistical operations. In this chapter, we will be throwing light on how Julia helps us achieve great results. Furthermore, we have divided this chapter into several subsections, which will make it easier for the reader to follow along:

  • Working with data
  • Linear...
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