Practical Julia
A Hands-On Introduction for Scientific Minds
(Sprache: Englisch)
"A comprehensive introduction to the Julia programming language. Provides a step-by-step foundation on the language's basics before diving into how to write effective Julia programs that solve real-world problems in various scientific fields. Readers will...
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Klappentext zu „Practical Julia “
"A comprehensive introduction to the Julia programming language. Provides a step-by-step foundation on the language's basics before diving into how to write effective Julia programs that solve real-world problems in various scientific fields. Readers will use Julia to explore and visualize data, solve equations, write simulations, and create libraries. Contains hundreds of working code examples and illustrations"--
Inhaltsverzeichnis zu „Practical Julia “
IntroductionPART I: LEARNING JULIA
Chapter 1: Getting Started
Chapter 2: Language Basics
Chapter 3: Modules and Packages
Chapter 4: The Plotting System
Chapter 5: Collections
Chapter 6: Functions, Metaprogramming, and Errors
Chapter 7: Diagrams and Animations
Chapter 8: The Type System
PART II: APPLICATIONS
Chapter 9: Physics
Chapter 10: Statistics
Chapter 11: Biology
Chapter 12: Mathematics
Chapter 13: Scientific Machine Learning
Chapter 14: Signal and Image Processing
Chapter 15: Parallel Processing
Index
Autoren-Porträt von Lee Phillips
Lee 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.
Bibliographische Angaben
- Autor: Lee Phillips
- 2023, XXVII, 499 Seiten, Maße: 18,3 x 23,6 cm, Kartoniert (TB), Englisch
- Verlag: Random House LLC US
- ISBN-10: 1718502761
- ISBN-13: 9781718502765
- Erscheinungsdatum: 31.10.2023
Sprache:
Englisch
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