RandomForestClassifier is throwing error: Encoders require their input to be uniformly strings or numbers. Got ['int', 'str']

Question

I am trying to fit a RandomForestClassifier, like this.

from sklearn.pipeline import make_pipeline
pipe = make_pipeline(col_trans, rf_classifier)
pipe.fit(X_train