Название: Math Code ProjectsАвтор: Alisa Turing
Издательство: Publifye
Год: 2025
Страниц: 203
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Math Code Projects unveils the synergy between mathematics and programming, demonstrating how coding can illuminate complex mathematical principles. By actively engaging with concepts like number theory, linear algebra, and calculus through Python, readers can transform passive learning into active discovery. The book showcases how number theory underpins cryptography for secure communication and how linear algebra facilitates image processing and data analysis.
This book uniquely emphasizes hands-on learning. Starting with Python fundamentals, it progresses through mathematical domains, offering step-by-step code examples and practical projects. Each chapter builds upon the previous one, culminating in advanced projects that integrate multiple mathematical disciplines, such as simulating physical phenomena or creating optimization algorithms.
While Python's built-in features are useful, the real power comes from its extensive ecosystem of libraries. For scientific computing, three libraries stand out: NumPy, SciPy, and Matplotlib. They are the trio of tools that will allow you to perform a myriad of mathematical operations.
By blending mathematical theory with computational experiments, Math Code Projects connects Computer Science, physics, and Data Science. Readers gain an intuitive understanding of abstract concepts, enhancing problem-solving skills applicable in cryptography, data analysis, and scientific simulations.
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