2. Data Preprocessing - Prepare the Data for Machine Learning Algorithms

We took our notes in the exploratory phase, now it’s time to act on them and prepare our data for the machine learning algorithms. Instead of just doing this manually, we will also learn how to write functions where possible.

Deal With Missing Values

Let’s get a sorted count of the missing values for all the attributes.

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