Python for Mathematical Thinking by Pradeep Singh (.ePUB)+
File Size: 47.4 MB
Python for Mathematical Thinking by Pradeep Singh, Balasubramanian Raman
Requirements: .ePUB, .PDF reader, 47.4 MB | True PDF, True EPUB
Overview: This book offers a rigorous yet approachable pathway to applying Python for mathematical problem-solving, spanning foundational concepts to advanced theoretical frameworks. It bridges the gap between abstract mathematics and computational execution, guiding readers through a logically structured, step-by-step journey. Emphasizing mathematical reasoning, symbolic computation, and real-world problem modeling, it equips readers to analyze, simulate, and visualize complex structures with clarity and efficiency. Ideal for students, researchers, and professionals in Mathematics, Data Science, AI, Physics, and Computational Science, it cultivates both programming skill and deep mathematical intuition. Python’s ascendancy in the scientific world is no accident. Its minimalist syntax, large standard library, and a constellation of domain-specific packages—such as NumPy, SymPy, and SciPy—make it a laboratory in which abstract ideas can be prototyped with the same ease that numerical experiments are conducted. Yet fluency in a language is hollow without a rigorous grammar. Accordingly, each concept in this volume is introduced as a mathematically precise statement, motivated by exemplars from classical analysis, algebra, geometry, probability, or the theory of computation, and only then translated into idiomatic Python.
Genre: Non-Fiction > Tech & Devices
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