[Python] Building a model pipeline in data science using python. How do you handle the...

"This Ridge instance is not fitted yet. Call 'fit' with appropriate arguments before using this estimator."

I was trying to build a pipeline containing several transformers and a predictor. I was expecting the ridge to be fitted

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