Practical Julia – A Hands-On Introduction for Scientific Minds – No Starch Press (2023)
English | eBook | Size: 22.15 MB
The Julia programming language is acclaimed in scientific circles for its unparalleled ease, interactivity, and speed. Practical Julia is a comprehensive introduction to the language, making it accessible even if you’re new to programming.
Dive in with a thorough guide to Julia’s syntax, data types, and best practices, then transition to craft solutions for challenges in physics, statistics, biology, mathematics, scientific machine learning, and more. Whether you’re solving computational problems, visualizing data, writing simulations, or developing specialized tools, Practical Julia will show you how.
As you work through the book, you’ll:
Use comprehensions and generators, higher-level functions, array initialization and manipulation, and perform operations on Unicode text
Create new syntax and generate code with metaprogramming and macros, and control the error system to manipulate program execution
Visualize everything from mathematical constructs and experimental designs to algorithm flowcharts
Elevate performance using Julia’s unique type system with multiple dispatch
Delve into scientific packages tailored for diverse fields like fluid dynamics, agent-based modeling, and image processing
Whether your interest is in scientific research, statistics, mathematics, or just the fun of programming with Julia, Practical Julia will have you writing high-performance code that can do real work in no time.
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