Data Pipeline Types, Usecase and Technology with Tools

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This is a continued blog for

Data Pipelines Unplugged: Basics, Why’s, and What’s!

Types of Data Pipelines.

1. Batch Data Pipelines

2. Real-time Data Pipelines

3. ETL Pipelines

4. ELT Pipelines

5. CDC Pipelines

6. Event-driven Pipelines

7. Data Integration Pipelines

8. Machine Learning Pipelines

9. Data Cleansing Pipelines

10. Data Migration Pipelines

11. Zero ETL Pipelines

12. Data Virtualization Pipelines

1. Batch Data Pipelines

Batch data pipelines process data in large chunks at scheduled intervals. This approach is suitable for scenarios where real-time processing is not critical.

https://www.altexsoft.com/media/2020/03/Batch-processing-pipeline.png