Classification, Catboost, Fastapi, Docker, Streamlit.
certain columns to numeric data types, handling missing values, and encoding categorical variables. Step 3: Stratified Splitting The unbalanced nature of the dataset was observed in the EDA study. To ensure an unbiased distribution of classes in our train-test split, we employ