Fabric · Databricks · Well-Architected
Build enterprise-grade analytics. Not just another dashboard.
Master Microsoft Fabric, Databricks and modern analytics engineering through hands-on labs, enterprise architecture challenges and expert coaching grounded in real-world best practices.
- Learning paths
- 4
- Modules
- 57
- Practice labs
- 6
Click a layer to see the reference guidance →
Silver: Deduplicated, typed, idempotent MERGE with data-quality expectations.
A lab, a studio and a coach — in one place
Advanced Fabric path
16 modules from OneLake design to CI/CD.
Databricks engineering labs
CDC, skew, Unity Catalog — solved, not read.
Architecture Studio
Compose a medallion platform and get a design review.
WAF assessment
Score every design across five pillars.
Real-world projects
Retail, finance, Customer 360, real-time.
Production, not tutorials
Every module explains why, when an alternative fits better, and the anti-patterns to avoid.
Honest lab strategy
Guided simulations in the browser, executable labs in your own workspace, with cost and teardown notes.
Official vs opinion
We separate Microsoft and Databricks guidance from independent engineering recommendations.