I just published a new video about 2 data engineering projects every beginner should build.

These projects are designed to help you understand the real flow of data engineering:

Batch pipeline: raw data → warehouse → dbt → tests → dashboard
Streaming pipeline: live events → Pub/Sub → BigQuery → dbt → monitoring → dashboard

I also created a free PDF visual guide that summarizes the architecture, tools, implementation steps, and learning path for both projects.

Download the PDF here:

Data Engineering Projects -  Implementation Steps.pdf

Data Engineering Projects - Implementation Steps.pdf

12.25 MBPDF File

Watch the video here:

#DataEngineering #DataEngineeringProjects #DataEngineer #LearnDataEngineering #DataPipelines

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