Use Case Categories & Primary Model Recommendations Financial Forecasting Use Case Recommended Models Key Advantages Considerations Revenue Forecasting 1. LSTM Networks2. XGBoost3. Prophet – Captures complex temporal patterns- Handles seasonality- Works with multiple variables – Requires substantial historical data- Computationally intensive- Needs regular retraining Cash Flow Prediction 1. Random Forest2. SARIMA3. Neural Networks – Handles…
