Python (NumPy)

NumPy is a Python library designed for efficient numerical computing. It provides support for large, multi-dimensional arrays and matrices, along with a collection of mathematical functions to operate on them quickly. Think of it as an advanced calculator that handles complex and large datasets with speed and precision. NumPy simplifies tasks like scientific calculations, data analysis, and modeling, making it easier to manipulate and analyze numerical information without writing lengthy code. Its optimized performance is achieved through internal implementations that process data more efficiently than standard Python code.