repo-todos.md

TODOs

iterative code examples

• simple train, eval, deploy with SDK
• orchestrate with Vertex pipelines
• compare multiple forecast scenarios
• compare multiple forecast modeling approaches (e.g., BQML Regression, ARIMA+, Vertex Forecast, FB Prophet, etc.)

Forecast MLOps

• Model Versioning AutoML models with Vertex AI Model Registry (see example here
• challenger vs blessed methodlogy for production deployments (see example here

features engineering & selection

• forecasts that include external and/or public data (e.g., GDELT)