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  • Book Overview & Buying Learning Julia
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Learning Julia

Learning Julia

By : Anshul Joshi, Lakhanpal
3 (2)
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Learning Julia

Learning Julia

3 (2)
By: Anshul Joshi, Lakhanpal

Overview of this book

Julia is a highly appropriate language for scientific computing, but it comes with all the required capabilities of a general-purpose language. It allows us to achieve C/Fortran-like performance while maintaining the concise syntax of a scripting language such as Python. It is perfect for building high-performance and concurrent applications. From the basics of its syntax to learning built-in object types, this book covers it all. This book shows you how to write effective functions, reduce code redundancies, and improve code reuse. It will be helpful for new programmers who are starting out with Julia to explore its wide and ever-growing package ecosystem and also for experienced developers/statisticians/data scientists who want to add Julia to their skill-set. The book presents the fundamentals of programming in Julia and in-depth informative examples, using a step-by-step approach. You will be taken through concepts and examples such as doing simple mathematical operations, creating loops, metaprogramming, functions, collections, multiple dispatch, and so on. By the end of the book, you will be able to apply your skills in Julia to create and explore applications of any domain.
Table of Contents (11 chapters)
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8
Data Visualization and Graphics

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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Learning Julia
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