Machine Learning Pipelines

In this use case, we will be using the Titanic dataset. In this dataset, we will apply some common Transformers on certain columns and then we will use a Decision Tree Estimator to classify whether the passenger will live or die. Here is the plan outline for our use case. To make our use case easy to understand, let us see the diagram below. This will give you a fairly good understanding of the pipeline visually.