Scaling, Normalization, Min Max.
k-nearest neighbors. Great work on imputing data and building machine learning pipelines using scikit-learn! Data imputation is one of several important preprocessing steps for machine learning. Machine learning models thrive on the input they receive. However, not all features are created equal,