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India | Mathematics | Volume 14 Issue 6, June 2025 | Pages: 510 - 514
The Rise of Python in Mathematical Computing: A Comparative Analysis with Mathematica
Abstract: Python has become a fundamental tool in applied mathematics, offering extensive capabilities in numerical computation, optimization, and statistical analysis. Its growing adoption in mathematical research and education has positioned it as a strong alternative to traditional software like Mathematica. This paper explores Python?s applications in solving differential equations, optimization problems, and statistical modeling, demonstrating its efficiency and versatility. Additionally, it examines Python?s role in mathematics education, highlighting its impact on interactive learning, problem-solving, and accessibility. A comparative analysis with Mathematica is presented, emphasizing Python?s advantages in terms of cost, flexibility, and integration with emerging technologies. Through this study, we aim to showcase Python?s significance in modern mathematical applications and its transformative potential in both research and education. It highlights the importance in mathematics by focusing on how Python is becoming more popular in mathematical modelling, simulation and education than similar tools like Mathematica. This study gives research-based explanations along with practical insights to people involved in computational and applied mathematics.
Keywords: Python in Mathematics, Computational Modeling, Mathematical Computing, Interactive Learning, Educational Tools, Open-Source Alternatives, Python vs Mathematica
How to Cite?: Renuka S. Namwad, Dr. H. S. Tomar, "The Rise of Python in Mathematical Computing: A Comparative Analysis with Mathematica", Volume 14 Issue 6, June 2025, International Journal of Science and Research (IJSR), Pages: 510-514, https://www.ijsr.net/getabstract.php?paperid=SR25430132447, DOI: https://dx.doi.org/10.21275/SR25430132447