Definition of Data Pipeline
A series of data processing steps that collect, process, and store data.
Explanation of Data Pipeline
A data pipeline is a series of processes that move data from various sources to a destination, such as a data warehouse or analytics platform. This pipeline involves steps such as data extraction, transformation, and loading (ETL) to ensure that data is collected, cleaned, and prepared for analysis. Data pipelines are essential for managing large volumes of data and enabling real-time or batch processing. By automating data workflows, pipelines help ensure data accuracy, consistency, and accessibility. Effective data pipeline management requires robust tools and technologies, along with careful planning and monitoring to address potential issues and optimize performance.