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Given the following text problem statement, write Python code to implement the functionality described below in problem statement
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Problem:
Uisng Random Forest Regression

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Python Code::
from sklearn.ensemble import RandomForestRegressor
model = RandomForestRegressor()
model.fit(X_train, Y_train)
pred = model.predict(X_test)

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