Set up the Environment To get started, you need to have the following installed:
Python 3.x Libraries: numpy pandas matplotlib seaborn scikit-learn
Impute Missing Values: For features like Age, you can impute missing values based on Pclass using a custom imputation function, like the impute_age function.