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AWS S3: As a data lake for storing raw and transformed data. Snowflake: For data modeling and storage. Apache Airflow: For orchestrating the ETL workflow. EC2: For hosting the Airflow environment.

The architecture of this project is straightforward which can be understood by the following diagram. According to the diagram we first create a python script which performs ETL for us on the raw ...