Julia as a Second Language: General Purpose Programming with a Taste of Data Science
Author(s): Erik Engheim (Author)
Publisher: Manning Publications
Publication Date: 12 April 2023
Edition: 1st
Language: English
Print length: 414 pages
ISBN-10: 1617299715
ISBN-13: 9781617299711
Book Description
Learn Julia programming by building fun projects, like launching rockets, building password keepers, and even coding battle simulations.
Julia as a Second Language covers:
How Julia implements data types such as numbers, strings, arrays, and dictionaries
Solving problems with both object-oriented and functional programming
Getting immediate feedback with Julia’s read-evaluate-print-loop (REPL)
Taking advantage of Julia’s powerful multiple dispatch system
Sharing code using modules and packages
Julia as a Second Language introduces Julia to readers with a beginning-level knowledge of another language like Python or JavaScript. It skips programming basics and dives straight into Julia’s unique features. You’ll learn by coding engaging hands-on projects that encourage you to apply what you are learning immediately.
About the technology
Julia is a powerful high-performance programming language with many developer-friendly features like garbage collection, dynamic typing, just-in-time compilation, and a flexible approach to concurrent, parallel, and distributed computing. Although Julia’s strong numerical programming features make it a favorite of data scientists, it is also an awesome general purpose programming language. Julia’s users call it the “goldilocks language”, with a “just right” balance of performance and productivity.
About the reader
Readers need basic skills with another programming language like Python, JavaScript, or C#.
Editorial Reviews
Review
“Helped kickstart my use of Julia for serious projects. It’s a solid review of the core language features that doesn’t get bogged down on programming fundamentals you already know.” Jonathan Owens, GE Global Research
“Everything you need to learn Julia.” Amanda Debler, Schaeffler Technologies
“Perfect for anyone who needs to learn Julia but doesn’t know where to start.” Simone Sguazza, University of Applied Sciences and Arts of Southern Switzerland
From the Back Cover
Julia as a Second Language makes it easy to add Julia to your programming toolbox. You will learn about Julia’s type system and data structures by modeling the launch of a space rocket, use dictionaries to parse Roman numerals, and discover tuples and arrays through tracking pizza sales. You will even use Julia’s unique multiple dispatch feature to send knights and archers into a simulated battle.
By the time you are finished, you will be confident in the foundations of Julia and ready to dive into a specialised field like machine learning or data science.
Don’t be put off by Julia’s reputation as a scientific programming language. There’s no data science or numerical computing knowledge required. You can get started with what you learned in high school math classes.
Research scientists, data analysts and machine learning professionals will appreciate how easy Julia makes it to handle and explore data sets. Experienced programmers will love to learn about Julia’s interesting metaprogramming capabilities and the exciting possibilities of the language.
About the Author
Erik Engheim is a writer, conference speaker, video course author and software developer. He has spent much of his career developing 3D modeling software for reservoir modeling and simulation in the Norwegian gas and oil industry. Erik also spent several years as an iOS and Android developer.