--- title: "What is the difference between Data Pipeline and ML Pipeline?" url: https://docs.catalyst.zoho.com/en/faq/quickml/data-ml-pipeline/ description: "In Catalyst QuickML, a data pipeline is intended to do data pre-processing on the original dataset and reuse the dataset for future pipeline creations. Hence, …" last_updated: 2026-11-13T05:00:22Z service: QuickML type: faq --- In Catalyst QuickML, a data pipeline is intended to do data pre-processing on the original dataset and reuse the dataset for future pipeline creations. Hence, the data pipeline will only have data operations while the ML pipeline will contain both data and ML operations.