Load it into Postgres or Google Cloud (GCS + BigQuery).
Explore scheduling and backfilling workflows.
This introductory flow is added just to demonstrate a simple data pipeline which extracts data via HTTP REST API, transforms that data in Python and then queries it using DuckDB. For this stage, a new separate Postgres database is created for the exercises.