Remove Data Analysis Tools Remove Download Remove Lambda Architecture
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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Create a service account on GCP and download Google Cloud SDK(Software developer kit). Then, Python software and all other dependencies are downloaded and connected to the GCP account for other processes. The data is then exported to a CSV file and uploaded to an AWS S3 bucket. Upload it to Azure Data Lake storage manually.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Create a service account on GCP and download Google Cloud SDK(Software developer kit). Then, Python software and all other dependencies are downloaded and connected to the GCP account for other processes. The current architecture is called Lambda architecture, where you can handle both real-time streaming data and batch data.