Julia Fundamentals: From Syntax to Speed: A practical introduction to writing high-performance Julia code for real-world tasks. (The Julia Professional Series, Band 1) - Softcover

Harrington, Maxwell; Van Der Post, Hayden

Softcover

ISBN 13: 9798274702560

Verlag: Independently published, 2025

Inhaltsangabe

Reactive Publishing

Julia is changing the landscape of technical computing. Built for speed, designed for clarity, and engineered for the future of AI, finance, and scientific research, Julia delivers the performance of C with the expressiveness of Python. Julia Fundamentals: From Syntax to Speed is your complete introduction to this next-generation language.

Maxwell Harrington guides you through the core of Julia with the precision of a seasoned quant and the clarity of a world-class educator. You will learn exactly why Julia is reshaping data science, machine learning, and high-performance computing and how to use its features to write fast, elegant, production-grade code.

This book takes you from basic syntax to the deeper mechanics that make Julia exceptional: multiple dispatch, type systems, the JIT compiler, macros, performance profiling, numerical computing, and seamless integration with Python, R, and C. Every chapter combines practical examples with a high-level understanding of how Julia actually works under the hood.

Whether you are a data scientist looking for a performance edge, a quant building real-time systems, or an engineer tired of slow and brittle code, this book gives you the foundation to think, and build, in Julia at an elite level.

Inside you’ll learn:

• The core syntax and structures of Julia written for clarity and speed

• How multiple dispatch powers expressive, high-performance design

• Working with arrays, matrices, and numerical computing

• Writing fast code using type inference, profiling, and performance tips

• Building Julia workflows for data science, ML, and scientific computing

• Calling Python, R, and C from within Julia

• How to structure clean, idiomatic Julia projects for real-world work

Julia Fundamentals is more than an introduction. It is the starting point for anyone serious about mastering one of the most powerful languages of the next decade.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798274702560
• Einband: Taschenbuch
• Anzahl der Seiten: 387
• Herausgeber: Munrow Danny
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar