Project - Predicting Titanic Passenger Survival using Machine Learning and Python

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Titanic Machine Learning Project - Join both the Pipelines

Now let's join the numerical and categorical pipelines.


Join the two pipeline and save it in a variable named preprocess_pipeline:

from sklearn.pipeline import FeatureUnion
<< your code goes here >> = FeatureUnion(transformer_list=[
        ("num_pipeline", num_pipeline),
        ("cat_pipeline", cat_pipeline),

Fit the training data in this pipeline:

X_train = preprocess_pipeline.fit_transform(<< your code goes here >>)

Save the labels in y_train:

<< your code goes here >> = train_data["Survived"]
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