Julia 1.0 Programming Complete Reference Guide. Discover Julia, a high-performance language for technical computing Ivo Balbaert, Adrian Salceanu
(ebook)
(audiobook)
(audiobook)
- Autorzy:
- Ivo Balbaert, Adrian Salceanu
- Wydawnictwo:
- Packt Publishing
- Ocena:
- Dostępne formaty:
-
PDFePubMobi
Opis
książki
:
Julia 1.0 Programming Complete Reference Guide. Discover Julia, a high-performance language for technical computing
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
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
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In this learning path, you will learn to use an interesting and dynamic programming language—Julia! You will get a chance to tackle your numerical and data problems with Julia. You’ll begin the journey by setting up a running Julia platform before exploring its various built-in types. We’ll then move on to the various functions and constructs in Ju-
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Szczegóły książki
- Tytuł oryginału:
- Julia 1.0 Programming Complete Reference Guide. Discover Julia, a high-performance language for technical computing
- ISBN Ebooka:
- 978-18-388-2224-8, 9781838822248
- Data wydania ebooka :
-
2019-05-20
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- Rozmiar pliku Pdf:
- 9.6MB
- Rozmiar pliku ePub:
- 8.6MB
- Rozmiar pliku Mobi:
- 21.8MB
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- Kategorie:
Programowanie » Inne - Programowanie
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