The np.linalg.norm function enhances efficiency in data science workflows by handling normalization and distance computation. Whether preparing data, comparing vectors, or scaling values, it ensures mathematical accuracy across large datasets. https://docs.vultr.com/python/third-party/numpy/linalg/norm