The data architecture for this project follows Medallion Architecture Bronze, Silver, and Gold layers:
- Bronze Layer: Stores raw data as-is from the source systems. Data is ingested from CSV Files into SQL Server Database.
- Silver Layer: This layer includes data cleansing, standardization, and normalization processes to prepare data for analysis.
- Gold Layer: Houses business-ready data modeled into a star schema required for reporting and analytics.
This project involves:
- Data Architecture: Designing a Modern Data Warehouse Using Medallion Architecture Bronze, Silver, and Gold layers.
- ETL Pipelines: Extracting, transforming, and loading data from source systems into the warehouse.
- Data Modeling: Developing fact and dimension tables optimized for analytical queries.
data-warehouse-project/
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βββ datasets/ # Raw datasets used for the project (ERP and CRM data)
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βββ docs/
β βββ data_architecture.drawio # Draw.io file shows the project's architecture
β βββ data_flow.drawio # Draw.io file for the data flow diagram
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βββ scripts/ # SQL scripts for ETL and transformations
β βββ bronze/ # Scripts for extracting and loading raw data
β βββ silver/ # Scripts for cleaning and transforming data
β βββ gold/ # Scripts for creating analytical models
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βββ tests/ # Test scripts and quality files
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βββ README.md # Project overview and instructions
βββ .gitignore # Files and directories to be ignored by Git
βββ requirements.txt # Dependencies and requirements for the project