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import joblib import pandas as pd # 1. Load your downloaded .joblib model model = joblib.load("model.joblib") # 2. Run instant predictions on new data new_data = pd.DataFrame([{"age": 29, "income": 65000}]) prediction = model.predict(new_data) print(f"Predicted Result: {prediction[0]}")