Julia As a Second Language: General Purpose Programming With a Taste of Data Science - Brossura

Engheim, Erik

Brossura

ISBN 10: 1617299715 ISBN 13: 9781617299711

Casa editrice: Manning Pubns Co, 2023

Riassunto

Learn the awesome Julia programming language by building fun projects like a rocket launcher, a password keeper, and a battle simulator.

Julia as a Second Language covers:

• Data types like numbers, strings, arrays, and dictionaries
• Immediate feedback with Julia’s read-evaluate-print-loop (REPL)
• Simplify code interactions with multiple dispatch
• Sharing code using modules and packages
• Object-oriented and functional programming styles

Julia as a Second Language introduces Julia to readers with a beginning-level knowledge of another language like Python or JavaScript. You’ll learn by coding engaging hands-on projects that encourage you to apply what you’re learning immediately. 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.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Originally designed for high-performance data science, Julia has become an awesome general purpose programming language. It offers developer-friendly features like garbage collection, dynamic typing, and a flexible approach to concurrency and distributed computing. It is the perfect mix of simplicity, flexibility and performance.

About the Book

Julia as a Second Language introduces Julia by building on your existing programming knowledge. You’ll see Julia in action as you create a series of interesting projects that guide you from Julia’s basic syntax through its advanced features. Master types and data structures as you model a rocket launch. Use dictionaries to interpret Roman numerals. Use Julia’s unique multiple dispatch feature to send knights and archers into a simulated battle. Along the way, you’ll even compare the object-oriented and functional programming styles–Julia supports both!

What’s Inside

• Data types like numbers, strings, arrays, and dictionaries
• Immediate feedback with Julia’s read-evaluate-print-loop (REPL)
• Simplify code interactions with multiple dispatch
• Share code using modules and packages

About the Reader

For readers comfortable with another programming language like Python, JavaScript, or C#.

About the Author

Erik Engheim is a writer, conference speaker, video course author, and software developer.

Table of Contents

PART 1 - BASICS
1 Why Julia?
2 Julia as a calculator
3 Control flow
4 Julia as a spreadsheet
5 Working with text
6 Storing data in dictionaries
PART 2 - TYPES
7 Understanding types
8 Building a rocket
9 Conversion and promotion
10 Representing unknown values
PART 3 - COLLECTIONS
11 Working with strings
12 Understanding Julia collections
13 Working with sets
14 Working with vectors and matrices
PART 4 - SOFTWARE ENGINEERING
15 Functional programming in Julia
16 Organizing and modularizing your code
PART 5 - GOING IN DEPTH
17 Input and output
18 Defining parametric types

Su questo libro

Informazioni sull?autore

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.

Dettagli dell?edizione

• Editore: Manning Pubns Co
• Data di pubblicazione: 2023
• Lingua: Inglese
• ISBN 10: 1617299715
• ISBN 13: 9781617299711
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 372
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile