BOOKS - Exploring Scientific Computing with Java A practical guide for logic and appl...
Exploring Scientific Computing with Java A practical guide for logic and application building - Subhajit Adhikari, Sunil Karforma 2025 EPUB BPB Publications BOOKS
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Exploring Scientific Computing with Java A practical guide for logic and application building
Author: Subhajit Adhikari, Sunil Karforma
Year: 2025
Pages: 306
Format: EPUB
File size: 14.0 MB
Language: ENG



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Book Description: Exploring Scientific Computing with Java is a comprehensive guide that provides a practical approach to understanding scientific computing concepts using Java programming language. The book covers various topics such as numerical methods, data structures, algorithms, and visualization techniques, which are essential for scientific computing. It also discusses the importance of understanding the underlying principles of scientific computing and its applications in real-world scenarios. The book is designed to help readers develop their problem-solving skills and gain hands-on experience in scientific computing using Java. The book begins by introducing the basics of scientific computing and the importance of understanding the underlying principles of scientific computing. It then delves into the details of numerical methods, including linear algebra, optimization, and statistical analysis. The book also covers data structures such as arrays, lists, and maps, which are crucial for scientific computing. Additionally, it discusses algorithms, including sorting, searching, and graph traversal, which are essential for solving complex problems. The book also focuses on visualization techniques, which are critical for understanding and interpreting scientific data. It covers various visualization tools and libraries, such as Matplotlib and Plotly, which can be used to create interactive visualizations.
Exploring Scientific Computing with Java - это всеобъемлющее руководство, которое обеспечивает практический подход к пониманию концепций научных вычислений с использованием языка программирования Java. Книга охватывает различные темы, такие как численные методы, структуры данных, алгоритмы и методы визуализации, которые имеют важное значение для научных вычислений. Также обсуждается важность понимания основополагающих принципов научных вычислений и их приложений в реальных сценариях. Книга призвана помочь читателям развить навыки решения проблем и получить практический опыт научных вычислений с использованием Java. Книга начинается с представления основ научных вычислений и важности понимания основополагающих принципов научных вычислений. Затем он углубляется в детали численных методов, включая линейную алгебру, оптимизацию и статистический анализ. Книга также охватывает структуры данных, такие как массивы, списки и карты, которые имеют решающее значение для научных вычислений. Кроме того, обсуждаются алгоритмы, включая сортировку, поиск и обход графов, которые необходимы для решения сложных задач. Книга также посвящена методам визуализации, которые имеют решающее значение для понимания и интерпретации научных данных. Он охватывает различные инструменты и библиотеки визуализации, такие как Matplotlib и Plotly, которые можно использовать для создания интерактивных визуализаций.
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