Data pipelines are a set of processes that move data from one place to another, typically from the source of data to a storage system. These processes involve data extraction from various sources, transformation to fit business or technical needs, and loading into a final destination for analysis or reporting. The goal is to automate the flow of data to provide valuable, actionable insights for businesses.
An effective data pipeline architecture is designed to ensure data integrity and reliability. It is built to handle both structured and unstructured data, transforming it into a usable format for analysis or visualization. Data pipelines are essential for businesses to make data-driven decisions and gain a competitive edge in the market.
