Feature Engineering

Learn how to discover and extract features through domain knowledge and data wrangling techniques.

Not all features are used to train a machine learning model. Some features improve the performance, and others increase the bias. In this lesson, we’ll extract important features for our model using the information gathered in the data exploration step.

Load the dataset

Before we start, let’s import the pertinent libraries and load the dataset.

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