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e2e-medallion-architecture - Build end-to-end Medallion lakehouses in Fabric

Design and implement Bronze, Silver, and Gold lakehouse layers in Microsoft Fabric using PySpark, Delta Lake, notebooks, and pipelines.

Tags

Updated: 2026-10-16

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Design Bronze/Silver/Gold lakehouses
  • Create layer-specific workspaces
  • Build ingestion notebooks
  • Apply data quality rules
  • Configure layer-specific Spark settings
  • Orchestrate sequential notebook runs
  • Validate layer outputs
  • Connect Power BI to Gold
  • Create recurring pipelines

Inputs

  • Project and environment names
  • Source data
  • External data sources
  • Workspace deployment scope
  • Data volume
  • Capacity SKU
  • Bronze retention period

Outputs

  • Fabric workspaces
  • Layer-specific lakehouses
  • Deployment notebooks
  • Notebook execution results
  • Validation results
  • Orchestration pipeline
  • Gold semantic model
  • Power BI report

Requirements

  • Microsoft Fabric environment
  • PySpark support
  • Delta Lake support
  • Fabric REST API access
  • Notebook deployment permissions
  • Lakehouse creation permissions
  • Pipeline creation permissions
  • Power BI access

Source

  • Spec: SKILL.md
Microsoft Fabric
Medallion Architecture
Lakehouse
PySpark
Delta Lake
Data Engineering
Data Pipelines
Power BI
Design Bronze/Silver/Gold lakehouses
Create layer-specific workspaces
Build ingestion notebooks
Apply data quality rules
Project and environment names
Source data
External data sources
Fabric workspaces
Layer-specific lakehouses
Deployment notebooks