Sandeep Nagar: Beginning Julia Programming

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Cover: 9781484231708 | Beginning Julia Programming | For Engineers and Scientists | Nagar

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Sprache: Englisch

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Beschreibung

Get started with Julia for engineering and numerical computing, especially data science, machine learning, and scientific computing applications. This book explains how Julia provides the functionality, ease-of-use and intuitive syntax of R, Python, MATLAB, SAS, or Stata combined with the speed, capacity, and performance of C, C++, or Java. Yoüll learn the OOP principles required to get you started, then how to do basic mathematics with Julia. Other core functionality of Julia that yoüll cover, includes working with complex numbers, rational and irrational numbers, rings, and fields.

Beginning Julia Programming takes you beyond these basics to harness Juliäs powerful features for mathematical functions in Julia, arrays for matrix operations, plotting, and more. Along the way, you also learn how to manage strings, write functions, work with control flows, and carry out I/O to implement and leverage the mathematics needed for your data scienceand analysis projects.

"Julia walks like Python and runs like C". This phrase explains why Julia is quickly growing as the most favored option for data analytics and numerical computation. After reading and using this book, you'll have the essential knowledge and skills to build your first Julia-based application.

What You'll Learn

Obtain core skills in Julia

Apply Julia in engineering and science applications

Work with mathematical functions in Julia

Use arrays, strings, functions, control flow, and I/O in Julia

Carry out plotting and display basic graphics

Who This Book Is For

Those who are new to Julia; experienced users may also find this helpful as a reference.

What You'll Learn

Who This Book Is For

Those who are new to Julia; experienced users may also find this helpful as a reference.

Über den Autor

Sandeep Nagar, Ph.D. teaches and consults on the use of Julia for data science/analysis and other open source software for data science. In addition to teaching at universities, he frequently gives workshops covering open source software.

Zusammenfassung

Obtain core skills in Julia

Learn to apply Julia in engineering and science applications

Master the use of arrays, strings, functions, control flow, and I/O in Julia

Inhaltsverzeichnis

1. Introduction.- 2. Object Oriented Programming.- 3. Basic Mathematics with Julia.- 4. Complex Numbers.- 5. Rational and Irrational numbers.- 6. Mathematical Functions.- 7.Arrays.- 8. Arrays for Matrix Operations.- 9. Strings.- 10. Functions.- 11. Control Flow.- 12. Input Output.- 13. Plotting.

Details

Erscheinungsjahr:	2017
Fachbereich:	Programmiersprachen
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Seiten:	376
Inhalt:	xxi 351 S. 2 s/w Illustr. 18 farbige Illustr. 351 p. 20 illus. 18 illus. in color.
ISBN-13:	9781484231708
ISBN-10:	1484231708
Sprache:	Englisch
Herstellernummer:	978-1-4842-3170-8
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Nagar, Sandeep
Auflage:	1st ed.
Hersteller:	Apress Apress L.P.
Maße:	254 x 178 x 21 mm
Von/Mit:	Sandeep Nagar
Erscheinungsdatum:	27.11.2017
Gewicht:	0,706 kg

preigu-id: 110749927