mlops zoomcamp @DataTalksClub

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Orchestration

Use Airflow and MLFlow

Step 1 Docker Env

airflow

https://airflow.apache.org/docs/docker-stack/index.html

get Airflow’s official docker compose

1

curl -LfO 'https://airflow.apache.org/docs/apache-airflow/3.0.2/docker-compose.yaml'

mlflow

other dependencies