UPC: 9781718502765 | Practical Julia : A Hands-On Introduction for Scientific Minds (Paperback)

UPC lookup results for: 9781718502765 | Practical Julia : A Hands-On Introduction for Scientific Minds (Paperback)

Learn to use Julia as a tool for research and solve problems of genuine interest–like modeling the course of a pandemic–in this practical hands-on introduction to the language. 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. Online Resources: Ready-to-run code samples illustrations and supplemental animations available at https: //julia.lee-phillips.org.