NumPy is a cornerstone of scientific computing in Python, offering robust support for large, multi-dimensional arrays and matrices, and providing a comprehensive suite of mathematical functions to manipulate these structures. It offers a range of mathematical tasks for efficient data analysis and computations, making it essential for data science, machine learning, and research. NumPy helps