Data pipelines formulate the foundation for effective business intelligence. A robust pipeline guarantees consistent data, streamlined to support data-driven decision-making. Deploying a multi-stage pipeline includes stages such as data ingestion, transformation, cleansing, and loading into a suitable data repository. This guarantees data integrit