Feature scaling in python using scikit-learn

In my previous post, I explained the importance of feature encoding and how to do it in python using scikit-learn. In this post, we are going to talk about another component of the preprocessing step in applying machine learning models which is feature scaling. Very rarely would you be dealing with features that share the …

Feature encoding in python using scikit-learn

Note: You can now subscribe to my blog updates here to receive latest updates. A key step in applying machine learning models to your data is feature encoding and in this post, we are going to discuss what that consists of and how we can do that in python using scikit-learn. Not all the fields in your …