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8 Essential Data Pipeline Design Patterns You Should Know

Monte Carlo

In this guide, we’ll explore the patterns that can help you design data pipelines that actually work. Table of Contents Common Data Pipeline Design Patterns Explained 1. Lambda Architecture Pattern 4. Kappa Architecture Pattern 5. Data Mesh Pattern 8. The data lakehouse has got you covered!

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Google BigQuery receives the structured data from workers. Finally, the data is passed to Google Data studio for visualization. The current architecture is called Lambda architecture, where you can handle both real-time streaming data and batch data.