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Now that we've learned all about preprocessing let's try these techniques out on a dataset that records information on UFO sightings. ยท In the final blog...
What is feature selection? Feature Selection is the method of selecting features from the existing set to be used for modeling. It doesn't create new...
What is Feature Engineering? Feature Engineering is the process of the creation of new features based on existing features. It can add features...
What is Data Standardization? It is a preprocessing method used to transform continuous data to make it look normally distributed. Why? Scikit-learn...
What is Data Preprocessing? Data Preprocessing comes right in after you have cleaned up your data and done some Exploratory Data Analysis. It is the...