The ln in Python operation, implemented through np.log(), helps data professionals manage and interpret exponential data effectively. It’s particularly useful in machine learning, where log transformations stabilize variance and improve the accuracy of predictive models. https://docs.vultr.com/python/third-party/numpy/log