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Implementing Unity Catalog with Medallion Architecture: A Mini Project
Project Description:
Enable a Databricks workspace with Unity Catalog for centralized data governance and access control. Implement a Medallion Architecture by organizing data into Bronze, Silver, and Gold layers to enhance data quality, performance, and usability: Automate data processing and transformation by scheduling workflows to ensure seamless and efficient pipeline execution.
Project Architecture:
Components for the project:
- Databricks Workspace — Cloud-based analytics platform for processing big data.
- Unity Catalog — Centralized governance for data and AI assets.
- Medallion Architecture:
- Bronze Layer — Raw data ingestion.
- Silver Layer — Cleaned and enriched data.
- Gold Layer — Aggregated and business-ready data.
4. Workflows (Job Scheduling) — Automating data processing and transformations.
5. Delta Lake — Storage format for reliability and performance.
6. External Locations & Storage Credentials — Secure access to cloud storage.
7. Cluster & Compute Resources — Execution environment for processing data.