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Data Pipeline Architecture: Understanding What Works Best for You

Ascend.io

Your data pipeline architecture should be able to harness this diversity and operate across data stacks to unlock cost savings and enable unique differentiation in your pipeline processing. Implement Data Integrity Mechanisms Data integrity is often an afterthought, and treated as an add-on.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Learn how to use various big data tools like Kafka, Zookeeper, Spark, HBase, and Hadoop for real-time data aggregation. The current architecture is called Lambda architecture, where you can handle both real-time streaming data and batch data.