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Practical Julia: A Hands-On Introduction for Scientific Minds (Paperback) (ISBN-13: 9781718502765)
Vendor:
Lee Phillips
Product type:
Books
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Description
xLearn 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.
Author: Lee Phillips
ISBN-10: 1718502761
ISBN-13: 9781718502765
Publisher: No Starch Press
Language: English
Published: 10/31/2023
Pages: 528
Format: Paperback
Weight: 1.98lbs
Size: 9.20h x 7.00w x 1.30d
- 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.
Author: Lee Phillips
ISBN-10: 1718502761
ISBN-13: 9781718502765
Publisher: No Starch Press
Language: English
Published: 10/31/2023
Pages: 528
Format: Paperback
Weight: 1.98lbs
Size: 9.20h x 7.00w x 1.30d
By Lee Phillips
xLee Phillips was a theoretical and computational physicist at the Naval Research Laboratory for 21 years. He has presented his research in numerous scientific papers and international conferences. He has also written many popular articles on science and its history, and on the use of computers in research. He's involved with science education and outreach, including serving on the Board of Directors of the Friends of Arlington's Planetarium and maintaining their website.
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