Data Architects, Lead Engineers, and Platform Owners
Fabric Architecture Foundations
Architect Medallion Lakehouses, Synapse T-SQL Warehouses, Real-Time Intelligence, and zero-copy DirectLake semantic models based on workload requirements.
Comprehensive architecture, governance, security, and capacity operating guides. Use these blueprints to plan, build, govern, and optimize your Microsoft Fabric estate.
Guide library
Production-grade implementation guidance and verification checklists for platform engineering teams.
Data Architects, Lead Engineers, and Platform Owners
Architect Medallion Lakehouses, Synapse T-SQL Warehouses, Real-Time Intelligence, and zero-copy DirectLake semantic models based on workload requirements.
Platform Leads, FinOps, and Governance Officers
Structure domain boundaries, workspace environments, endorsement rules, Purview sensitivity labels, and lifecycle policies for enterprise scale.
Security Engineers, Fabric Admins, and Compliance Leads
Implement multi-layered security spanning Entra ID conditional access, workspace RBAC, OneLake data-access roles, RLS/CLS, and audit logging.
Cloud Network Engineers, Infrastructure Leads, and SecOps
Design private networking topologies using Managed VNets, Inbound/Outbound Private Links, On-Premises Data Gateways, and strict egress firewalls.
Data Engineers, PySpark Developers, and Analytics Engineers
Optimize PySpark ETL notebooks, Delta Lake 3.0 tables, V-Order parquet compression, Dataflows Gen2, and Data Factory pipelines for maximum efficiency.
DevOps Engineers, Platform Engineers, and Delivery Leads
Automate Fabric artifact promotion across Dev, Test, and Prod using Fabric Git Integration, Azure DevOps / GitHub Actions, and deployment pipelines.
FinOps Leads, Enterprise Architects, and Fabric Administrators
Master Fabric Capacity Units (CUs), 24-hour background smoothing, 5-minute interactive bursting, 12h/day PAYG auto-pause, and 1-Year Reserved Instance savings.
Migration Leads, Enterprise Architects, and Database Administrators
Execute seamless migrations from legacy Power BI Premium (P1-P5) and Azure Synapse Dedicated SQL Pools to Fabric F-SKUs and Unified Warehouses.
Chief Data Officers, Enterprise Architects, and Domain Leads
Implement decentralized domain data ownership in Fabric with centralized guardrails, standardized inter-domain data contracts, and OneLake shortcuts.
Integration Architects, ETL Developers, and Platform Engineers
Select optimal integration patterns across OneLake Shortcuts, Mirroring, Dataflows Gen2, Data Factory Pipelines, and Eventstream real-time ingestion.
100% free tool, client-side, zero sign-in required.