By using np.linalg.norm, data analysts can compute vector lengths and distances quickly. This helps in scaling, normalization, and feature engineering, making the method essential for preparing datasets and ensuring accurate machine learning results. https://docs.vultr.com/python/third-party/numpy/linalg/norm