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3. Another important component for CI/CD is the integration of tools like Airflow in order to schedule and monitor workflows. This helps us in deploying newly trained models.

I have deployed ML algorithms into production including computer vision and data science models. From my experience, it's based on the application and cost we are comfortable with.…