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Data Pipeline

[ˈdeɪtə ˈpaɪplaɪn]
Data Science
Last updated: December 9, 2024

Definition

A series of data processing steps that move data from source to destination systems.

Detailed Explanation

Data pipelines automate the flow of data between systems including extraction transformation validation and loading processes. They often include monitoring error handling and orchestration capabilities to ensure reliable data movement.

Use Cases

1. Real-time analytics 2. Data warehouse updates 3. Model training workflows 4. Reporting automation

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