Skip to main content

Posts

Showing posts with the label simpleimputer

Imputation Using SimpleImputer

Welcome back, friends..!!!  Till now we have seen quite a few techniques, that we can use for Imputing Missing values in the dataset.  We have studied the theory for them and have seen a basic code for using those techniques. But as said there are other libraries that we can use to implement these techniques. So, we are going to study one such library, i.e. skLearn for Imputation. So let's begin and get our hands dirty and learn these libraries.  *Please Note:- Theory is already covered in previous articles, we will be directly moving to use libraries for the methods. For demo purposes, we will be using the COVID-19 cases dataset.