What is pipeline orchestration in ML classification systems?

Pipeline orchestration coordinates data ingestion, training, validation, and deployment workflows.

Orchestration tools like Airflow or Kubeflow manage dependencies between tasks such as data preprocessing, feature engineering, model training, evaluation, and deployment. This ensures reproducibility and automation in classification systems. Pipelines can be scheduled or event-triggered.