BOOKS - Python Recipes for Earth Sciences, Second Edition
Python Recipes for Earth Sciences, Second Edition - Martin H. Trauth 2024 PDF Springer BOOKS
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Python Recipes for Earth Sciences, Second Edition
Author: Martin H. Trauth
Year: 2024
Pages: 500
Format: PDF
File size: 20.1 MB
Language: ENG



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It covers a wide range of topics such as data analysis, visualization, machine learning, and more. The book provides practical recipes that can be applied to real-world problems in earth sciences, making it an essential resource for researchers, students, and professionals working in the field. The second edition includes new chapters on topics such as deep learning and big data analytics, reflecting the rapid advancements in technology and their potential impact on the field. The book's focus on practical applications and case studies makes it an excellent tool for those looking to apply computational methods to their own research or projects. With this book, readers will gain a deeper understanding of how Python can be used to solve complex problems in earth sciences and develop a personal paradigm for perceiving the technological process of developing modern knowledge. Python Recipes for Earth Sciences Second Edition is a valuable resource for anyone looking to stay up-to-date with the latest trends and advancements in the field of earth sciences and their applications. Python Recipes for Earth Sciences Second Edition is a must-read for anyone interested in the intersection of technology and earth sciences. The book provides a comprehensive overview of the current state of the field and offers practical advice for those looking to apply computational methods to their own research or projects. The text is well-organized and easy to follow, making it accessible to readers of all skill levels. Python Recipes for Earth Sciences Second Edition is an essential resource for anyone looking to stay ahead of the curve in the rapidly evolving field of earth sciences. The book is divided into four parts: Part I covers the basics of Python programming, including data types, control structures, functions, and modules.
Он охватывает широкий спектр тем, таких как анализ данных, визуализация, машинное обучение и многое другое. Книга содержит практические рецепты, которые могут быть применены к реальным проблемам в науках о Земле, что делает его важным ресурсом для исследователей, студентов и специалистов, работающих в этой области. Второе издание включает новые главы по таким темам, как глубокое обучение и аналитика больших данных, отражающие быстрое развитие технологий и их потенциальное влияние на поле. Фокус книги на практических приложениях и тематических исследованиях делает ее отличным инструментом для тех, кто хочет применить вычислительные методы к своим собственным исследованиям или проектам. С помощью этой книги читатели получат более глубокое понимание того, как Python можно использовать для решения сложных задач в науках о Земле и выработать личную парадигму восприятия технологического процесса развития современных знаний. Python Recipes for Earth Sciences Second Edition - ценный ресурс для тех, кто хочет быть в курсе последних тенденций и достижений в области наук о Земле и их приложений. Python Recipes for Earth Sciences Second Edition - обязательный к прочтению документ для всех, кто интересуется пересечением технологий и наук о Земле. Книга дает исчерпывающий обзор текущего состояния области и предлагает практические советы для тех, кто хочет применить вычислительные методы к своим собственным исследованиям или проектам. Текст хорошо организован и легко отслеживается, что делает его доступным для читателей любого уровня квалификации. Python Recipes for Earth Sciences Second Edition является важным ресурсом для всех, кто хочет быть на опережение в быстро развивающейся области наук о Земле. Книга разделена на четыре части: Часть I охватывает основы программирования на Python, включая типы данных, структуры управления, функции и модули.
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