BOOKS - Python Programming for Mathematics
Python Programming for Mathematics - Julien Guillod 2025 PDF | EPUB CRC Press BOOKS
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Python Programming for Mathematics
Author: Julien Guillod
Year: 2025
Pages: 248
Format: PDF | EPUB
File size: 23.0 MB
Language: ENG



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The book "Python Programming for Mathematics" is a comprehensive guide to learning the Python programming language for mathematics students. The book covers the basics of Python programming, including variables, data types, loops, functions, and modules, and shows how these concepts can be applied to solve mathematical problems. The book also covers more advanced topics such as optimization, linear algebra, and statistics, and provides examples of how Python can be used to model real-world phenomena such as population growth and financial markets. The book begins by introducing the reader to the basics of Python programming, including variables, data types, and control structures such as if/else statements and for loops. It then moves on to cover more advanced topics such as functions, modules, and object-oriented programming. Each chapter includes exercises and projects that allow readers to practice their new skills and apply what they have learned to real-world problems. One of the key themes of the book is the importance of understanding the process of technological evolution and its impact on society. The author argues that technology has been evolving rapidly over the past few decades, and it is essential for mathematicians to keep up with these changes in order to remain relevant in the job market. The book encourages readers to embrace this change and use technology to their advantage, rather than resisting it or being intimidated by it. Another important theme of the book is the need for a personal paradigm for perceiving the technological process of developing modern knowledge.
Книга «Python Programming for Mathematics» является всеобъемлющим руководством по изучению языка программирования Python для студентов-математиков. Книга охватывает основы программирования на Python, включая переменные, типы данных, циклы, функции и модули, и показывает, как эти понятия могут быть применены для решения математических задач. Книга также охватывает более продвинутые темы, такие как оптимизация, линейная алгебра и статистика, и приводит примеры того, как Python можно использовать для моделирования реальных явлений, таких как рост населения и финансовые рынки. Книга начинается с ознакомления читателя с основами программирования на Python, включая переменные, типы данных и управляющие структуры, такие как операторы if/else и for loops. Затем он переходит к рассмотрению более сложных тем, таких как функции, модули и объектно-ориентированное программирование. Каждая глава включает в себя упражнения и проекты, которые позволяют читателям практиковать свои новые навыки и применять то, что они узнали, к реальным проблемам. Одна из ключевых тем книги - важность понимания процесса технологической эволюции и его влияния на общество. Автор утверждает, что технологии быстро развиваются в течение последних нескольких десятилетий, и математикам важно не отставать от этих изменений, чтобы оставаться актуальными на рынке труда. Книга призывает читателей принять это изменение и использовать технологии в своих интересах, а не сопротивляться ему или быть запуганными им. Еще одна важная тема книги - необходимость личностной парадигмы восприятия технологического процесса развития современных знаний.
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