In data modeling and machine learning, np.linalg.norm plays a key role in normalization and scaling. It allows developers to measure distances and magnitudes easily, improving the consistency and reliability of analytical models while maintaining code simplicity and performance. https://docs.vultr.com/python/third-party/numpy/linalg/norm