Learning MLOps hands-on: the three projects from Jim Dowling's feature store book, rebuilt with open source tools that run locally.

Orchestrate the Amazon Athena and Iceberg pizza shop dbt project with Apache Airflow, running the dimension and denormalised fact table builds.

Orchestrate the BigQuery pizza shop dbt project with Apache Airflow, running the SCD type 2 dimension tables and the denormalised fact table.

Orchestrate the PostgreSQL pizza shop dbt project with Apache Airflow, scheduling the SCD type 2 dimension and fact table builds as an ETL process.

Extend the Apache Airflow Lambda invoke function operator with a correlation ID, so it reports the invocation result and the exact error message.

Run frequent Apache Airflow tasks on AWS Lambda instead of Celery workers or ECS, with a custom operator modelled on the ECS operator.