A Simple Approach to Creating Custom Transformers Using Scikit-Learn Classes

In this article, I will be explaining how to create a transformer according to our processing needs using Scikit-Learn classes.

Preprocessing the data is one of the most important steps in the data science lifecycle. Being a very popular machine learning library, Scikit-Learn has a lot of predefined transformers that help us transform our data into the required format.

However, there might be cases when one might want to perform some processing operation for …

article data data science learn library lifecycle machine machine learning outlier-detection popular pre-processing processing science scikit-learn scikit-learn-pipelines simple transformer transformers