A fundamental Python package for scientific computing, providing support for large, multi-dimensional arrays and matrices.
Detailed Explanation
NumPy is a core Python library essential for scientific computing and AI infrastructure. It efficiently handles large, multi-dimensional arrays and matrices, offering a wide range of mathematical functions. NumPy's optimized operations enable fast data manipulation and numerical computations, forming the foundation for many machine learning, data analysis, and scientific applications.
Use Cases
•Use case: Efficiently preprocess large datasets and perform numerical computations in machine learning pipelines.