July 2015
Intermediate to advanced
410 pages
8h 22m
English
Overview
"Mastering Julia" is your comprehensive guide to advancing your skills in the Julia programming language. This book walks you through using Julia to tackle data processing challenges, including working with analytics, data visualization, and distributed computing. By the end of the book, you'll have developed the technical expertise to apply Julia in solving complex, real-world automation problems.
What this Book will help me do
- Learn to install and set up the Julia programming environment effectively, enabling you to start coding right away.
- Discover the data science lifecycle in Julia, including data manipulation, analytics, and creating impactful visualizations.
- Grasp Julia's unique type system and multiple dispatch mechanism to write clear and performant code.
- Work with distributed systems and integrate Julia with SQL and NoSQL databases for scalable solutions.
- Harness the power of meta-programming in Julia to create flexible and well-performing applications.
Author(s)
Malcolm Sherrington is a dedicated programmer and educator with years of experience in the Julia programming language. Having worked extensively with data analysis and computational processes, Malcolm brings a practical perspective to writing, ensuring readers not only learn Julia but also adopt its best practices effectively. His teaching approach emphasizes clarity and actionable insights.
Who is it for?
"Mastering Julia" is written for developers, data scientists, and analysts interested in utilizing Julia for better performance and effectiveness in data processing tasks. If you're already familiar with basic programming concepts and want to explore Julia's advanced features, this book is tailored for you. Whether you're aiming to optimize your data workflows or contribute to Julia projects, this book will guide your efforts productively.
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