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Julia 1.0 Programming Complete Reference Guide. Discover Julia, a high-performance language for technical computing

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Julia 1.0 Programming Complete Reference Guide. Discover Julia, a high-performance language for technical computing Ivo Balbaert, Adrian Salceanu - okladka książki

Julia 1.0 Programming Complete Reference Guide. Discover Julia, a high-performance language for technical computing Ivo Balbaert, Adrian Salceanu - okladka książki

Julia 1.0 Programming Complete Reference Guide. Discover Julia, a high-performance language for technical computing Ivo Balbaert, Adrian Salceanu - audiobook MP3

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Julia offers the high productivity and ease of use of Python and R with the lightning-fast speed of C++. There’s never been a better time to learn this language, thanks to its large-scale adoption across a wide range of domains, including fintech, biotech and artificial intelligence (AI).

You will begin by learning how to set up a running Julia platform, before exploring its various built-in types. This Learning Path walks you through two important collection types: arrays and matrices. You’ll be taken through how type conversions and promotions work, and in further chapters you'll study how Julia interacts with operating systems and other languages. You’ll also learn about the use of macros, what makes Julia suitable for numerical and scientific computing, and how to run external programs.

Once you have grasped the basics, this Learning Path goes on to how to analyze the Iris dataset using DataFrames. While building a web scraper and a web app, you’ll explore the use of functions, methods, and multiple dispatches. In the final chapters, you'll delve into machine learning, where you'll build a book recommender system.

By the end of this Learning Path, you’ll be well versed with Julia and have the skills you need to leverage its high speed and efficiency for your applications.

This Learning Path includes content from the following Packt products:
• Julia 1.0 Programming - Second Edition by Ivo Balbaert
• Julia Programming Projects by Adrian Salceanu

O autorach książki

Ivo Balbaert is a lecturer in web programming and databases at CVO Antwerpen, a community college in Belgium. He received a PhD in applied physics from the University of Antwerp in 1986. He worked for 20 years in the software industry as a developer and consultant in several companies, and for 10 years as project manager at the University Hospital of Antwerp. From 2000 onwards, he switched to partly teaching and partly developing software (at KHM Mechelen, CVO Antwerpen). He also wrote an introductory book in Dutch about developing in Ruby and Rails, Programmeren met Ruby en Rails, published by Van Duuren Media. In 2012, he authored a book on the Go programming language, The Way to Go, published by iUniverse. He has written a number of introductory books for new programming languages, notably Dart, Julia, Rust, and Red, all published by Packt.
Adrian Salceanu is the creator and lead maintainer of Genie Framework. He has over two decades of professional work experience as a web developer and software architect, leading agile teams in developing, scaling, and maintaining business critical, data-intensive web applications. Currently, he is the technical founder and CEO of Genie Cloud, a no-code app development platform built with Genie. Adrian is the author of Julia Programming Projects (published by Packt in 2018) and an enthusiastic JuliaLang open-source contributor. He has two master’s degrees, one in Computing, and another in Advanced Computer Science.

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