Classification, Catboost, Fastapi, Docker, Streamlit.
format. This function converts the incoming data dictionary into a DataFrame and then uses the loaded model to predict the churn probability. Step 4: Creating FastAPI Application The FastAPI application is created with the title “Churn Prediction API” and version “1.0”. Step 5: Defining API