Learning Path
Lakehouse AI Readiness
A compact readiness path for technical leaders aligning data, model, and governance practices.
3 coursesCapstone certificate4.5 hoursTechnical leads
What you'll cover
- Delta Lake Table Design for Reliable AI Data
- Unity Catalog Governance for Data and AI Assets
- Lakehouse AI Production Readiness Certificate
- Delta foundations
- Layout and quality
- Object model
Available in this academy.
You can jump directly into any course or lesson in the path.
Course Sequence
3 steps1
Step 1
Delta Lake Table Design for Reliable AI Data
Design Delta tables with transaction guarantees, schema controls, history, and file layout that support batch and streaming workloads.
2 hours2 modules4 lessonsProgress tracking available
View course2
Step 2
Unity Catalog Governance for Data and AI Assets
Model securable objects, privileges, lineage, discovery, and audit signals across data, features, models, and functions.
2 hours2 modules4 lessonsProgress tracking available
View courseCapstone Certificate
Lakehouse AI Production Readiness Certificate
A capstone-style certificate for teams operating data, governance, and AI workflows on Databricks.
50 min1 modules2 lessonsCertificate assessment
View course