Databricks DE-PRO resources for official links, blueprint checks, study tools, and source review.
Below are the official resources for DE-PRO. Use them as the source of truth for current exam scope and Databricks platform behavior, then pair them with the local study plan, cheat sheet, faq, and glossary.
| If your misses cluster in… | Start here | Why |
|---|---|---|
| current exam facts and live scope | certification page and exam guide | gives you the current 59-question, 120-minute, 10-domain live version |
| declarative pipelines and managed ETL | Lakeflow Declarative Pipelines docs | clarifies current terminology, expectations, and pipeline behavior |
| jobs, repairs, notifications, and orchestration | Lakeflow Jobs docs | separates pipeline logic from operational control |
| file discovery and source ingestion | Auto Loader docs | clarifies when source-arrival behavior matters more than custom code |
| state, lateness, or replay behavior | Databricks and Spark Structured Streaming docs | gives the clearest foundation for production streaming semantics |
| sharing and external-access decisions | Delta Sharing and Lakehouse Federation docs | keeps exchange and federation questions grounded |
| observability and diagnosis | system tables, query profile, and jobs docs | helps you identify what actually happened before you guess |
| deployment and environment promotion | Asset Bundles docs | ties CI/CD answers to the current Databricks toolchain |
| permissions, masking, and inheritance | Unity Catalog docs | grounds security and governance choices in the live platform model |
| If there is a conflict between… | Trust this first |
|---|---|
| older DLT material and current Databricks docs | current Lakeflow docs and the current exam guide |
| a community answer and the current certification page | current certification page for booking details, current PDF for scope |
| generic Spark advice and Databricks platform behavior | Databricks docs first, Spark docs second |
| “scale it up” advice and direct observability evidence | the actual signal from system tables, query profile, event logs, or Spark UI |
| If you need… | Start local | Then verify with… |
|---|---|---|
| fast production tie-breaks | Cheat Sheet | Lakeflow, Delta, monitoring, or governance docs |
| current exam facts and wording | FAQ | certification page and exam guide PDF |
| pacing and weak-lane repair order | Study Plan | exam guide PDF |
| vocabulary cleanup before timed sets | Glossary | the exact Databricks doc lane behind the miss |