Walk into your dbt exam knowing you’ll pass.
Timed simulations with the real exam’s question formats, weights, and pass mark. Every answer cited to the official docs — and where it’s SQL, you can run it yourself.
An orders table holds 800M rows. Roughly 0.5% of existing rows are UPDATED each day, plus a few million new rows are appended. Each order has a stable order_id, and consumers must see each order’s latest state exactly once. Which incremental configuration fits?
An original question, in the real exam format.
This is DOMC — the format the real exam uses. Answer it and you get the explanation, the citations and a runnable proof cell.
A view must be rebuilt by dbt before it returns rows added to its source table
A view holds only the query definition, not a copy of the rows — the warehouse resolves it against the underlying table at read time, so rows landing in the source are visible on the very next query with no dbt run in between. This is exactly why views are the default for lightweight staging models.
What’s inside
Everything here exists to answer one question: are you ready to sit the exam? You find out here — while you can still do something about it.
DOMC, build-list, matching, hotspot — the formats the real exam uses and almost nobody else replicates.
403 original questions across 8 complete 65-question simulations, with zero overlap — you never sit the same exam twice.
Run the SQL against a sample schema, right inside the explanation, and watch the answer come out.
Why the right answer is right, why each wrong one is wrong — with links to the official docs.
The engine feeds you your weakest exam topic first.
Every attempt is saved. Watch your score climb toward the pass mark — and know the moment you're ready.
How it works
Free, 20 questions, weighted like the real exam. You leave with a weakness map, not a sales pitch.
Start the checkEvery miss resurfaces until you answer it correctly — weakest exam topic first.
65 questions, real formats, real clock — until your readiness score clears the pass mark.
How we compare
- Exam-format fidelity (DOMC, build-list, hotspot)Free dumps✕Udemy packs✕examprotocol.✓
- Full timed simulator with the real pass markFree dumps✕Udemy packspartialexamprotocol.✓
- Answers you can verify by running themFree dumps✕Udemy packs✕examprotocol.✓
- Citations to the official dbt docsFree dumps✕Udemy packssometimesexamprotocol.✓
- Weakness analytics by exam topicFree dumps✕Udemy packs✕examprotocol.✓
- Progress tracking across attemptsFree dumps✕Udemy packs✕examprotocol.✓
- Written for the current exam edition (v1.11)Free dumps✕Udemy packssometimesexamprotocol.✓