Microsoft Fabric Assets
Comprehensive implementation guides, best practices, and reusable templates for Microsoft Fabric platform deployments and legacy migrations.
Quick Access - Popular Assets
Medallion Architecture Blueprint
Comprehensive medallion architecture design with Bronze, Silver, and Gold layers for Microsoft Fabric.
DownloadOneLake Architecture Patterns
Step-by-step guide for implementing OneLake data organization patterns.
DownloadPySpark Coding Standards
Enterprise coding standards and best practices for PySpark development.
DownloadLLM SAS to PySpark Prompts
AI-assisted code conversion methodology for SAS to PySpark migration.
DownloadFoundation & Architecture
Core architectural patterns and foundational guides for Microsoft Fabric implementation
Medallion Architecture Blueprint
Comprehensive medallion architecture design with Bronze, Silver, and Gold layers.
DownloadWell-Architected Framework
Best practices across reliability, security, cost optimization, and performance.
DownloadOneLake Architecture Patterns
Data lake organization patterns and OneLake implementation strategies.
DownloadWarehouse vs Lakehouse Decision
Decision framework for choosing between Warehouse and Lakehouse.
DownloadData Engineering
Data engineering patterns and best practices for Microsoft Fabric
PySpark Best Practices
Production-grade PySpark coding patterns and optimization techniques.
DownloadDelta Lake Operations
ACID transactions, time travel, and Delta Lake optimization techniques.
DownloadNotebook Development Standards
Standards and best practices for Fabric notebook development.
DownloadData Factory
Pipeline design patterns and orchestration for Data Factory
Dataflow Gen2 Best Practices
Best practices for building efficient Dataflow Gen2 transformations.
DownloadData Warehouse
SQL analytics and data warehousing on Microsoft Fabric
Real-Time Intelligence
Stream processing and real-time analytics
Power BI Integration
Business intelligence and reporting solutions
Security & Governance
Security best practices and governance controls
DevOps & Deployment
CI/CD pipelines and deployment automation
Migration & Modernization
Legacy system migration guides and conversion patterns
Data Quality
Data quality frameworks and validation patterns
Performance & Cost
Performance optimization and cost management
Operations
Operational runbooks and monitoring guides
PySpark - Architecture Fundamentals
Core Spark architecture and cluster configuration
PySpark - Development Standards
Coding standards and development best practices
PySpark Coding Standards
Enterprise coding standards, naming conventions, and code organization.
DownloadPySpark - Performance Engineering
Performance optimization and tuning techniques
Join Optimization Techniques
Broadcast joins, sort-merge joins, and optimization strategies.
DownloadPySpark - Data Engineering Patterns
Common data engineering patterns and implementations
PySpark - Testing & Quality
Testing strategies and quality assurance
PySpark - Operations & Debugging
Operational monitoring and troubleshooting
PySpark - Advanced Topics
Advanced PySpark capabilities and techniques
LLM Methodology
AI-assisted code conversion methodologies and prompt engineering
Informatica to Fabric Prompt Engineering
Prompt engineering guide for Informatica to Fabric conversion.
DownloadMigration Governance
Governance frameworks and program management for migration initiatives
Phase 0: Discovery & Planning
Initial discovery and assessment templates for migration planning
Phase 1: Foundation & Governance
Establishing governance foundation for migration
Phase 2: Migration Execution
Templates for migration execution and conversion
Phase 3: Data Quality & Testing
Data quality and testing templates
Phase 4: Program Management
Program and project management templates
Phase 5: Operations & Support
Operations and support documentation
Phase 6: Change Management & Training
Change management and training materials
Phase 7: Post Go-Live Optimization
Post-implementation optimization templates
Phase 8: Canonical Model Workshop
Canonical data model design materials
Testing & Validation
Testing strategies and validation frameworks
Organizational Readiness
Organizational change and readiness materials