Practical Julia: A Hands-On Introduction for Scientific Minds

Applied Julia is a comprehensive language introduction that teaches readers how to use Julia for numerical analysis and computational science,including exploring and visualizing data, solving equations, writing simulations, and creating libraries.

Format: Paperback / softback
Length: 528 pages
Publication date: 31 October 2023
Publisher: No Starch Press,US

Applied Julia is a comprehensive and hands-on language introduction that delves into the world of Julia, a powerful programming language used by researchers across various fields. Packed with numerous examples and leveraging real scientific libraries employed by experts, this book offers a thorough exploration of Julia's capabilities. By solving problems of genuine interest, such as modeling the course of a pandemic, readers gain practical experience in using Julia as a tool for research.

The Julia programming language possesses unique features that make it highly effective for numerical analysis and computational science. Applied Julia guides readers in harnessing these strengths, enabling them to write efficient and effective programs. Whether you are a novice or have prior programming experience, this book takes you on a journey from your first steps in Julia to developing real-world applications in fields such as biology, physics, math, statistics, and machine learning.

Throughout the book, readers are introduced to various aspects of Julia, including its syntax, data types, control structures, functions, and libraries. They learn how to manipulate and analyze data, solve equations, write simulations, and create custom libraries to enhance their programming capabilities. Moreover, Applied Julia emphasizes the importance of exploring and visualizing data, which is crucial for gaining insights and making informed decisions.

With its clear and concise writing style, Applied Julia is accessible to beginners and experienced programmers alike. The book includes numerous code examples and exercises that help reinforce the concepts discussed, allowing readers to apply their knowledge and build practical skills. Whether you are a scientist, engineer, data analyst, or simply interested in learning a new programming language, Applied Julia provides the foundation you need to excel in Julia and tackle computational problems with confidence.

In conclusion, Applied Julia is a must-read for anyone seeking a comprehensive and practical introduction to the Julia programming language. With its emphasis on real-world applications, hands-on examples, and practical guidance, this book empowers readers to leverage Julia's strengths and develop the skills required for solving computational problems in diverse fields. Whether you are a beginner or an experienced programmer, Applied Julia is the perfect resource to take your Julia journey to the next level.

Weight: 1030g
Dimension: 179 x 237 x 34 (mm)
ISBN-13: 9781718502765