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Try free practice questions
Get a fast read on the weak areas before you sign in. The result points at the sections that need work.
Current cert prep for data practitioners
Start with free practice questions, then study the gap, drill the objective, and take the mock when you want the full rehearsal.
- Written against each vendor's current published guide
- Official docs are linked from the work itself
- Ten free questions, every explanation shown
- No account needed to start
◇ the flow
Free practice, then study, then the mock.
Three surfaces, in the order people actually use them. Each one starts by picking the certification you are taking.
Then study
Read the note, then drill it
Every explanation points back to the objective note, and each drill stays untimed so you can work the bank as deep as it goes.
Then take it
Finish with the mock
When you want the rehearsal, take the exam-shaped paper and use the review page to work the misses back into the notes.
◇ certifications
What you can practice today.
Databricks
Databricks Certified Data Engineer Associate
Current cert prep for data engineers.
Study notes, drills, and mocks are live for the Databricks DEA track.
Open the certificationdbt Labs
dbt Analytics Engineering Certification
Current cert prep for analytics engineers building dbt models.
Study notes, drills, and mocks are live for the dbt Analytics Engineering track.
Open the certificationBrowse the full catalogue for what each one covers.
◇ access
Free to start. Paid to go deep.
Ten practice questions per certification, with every explanation shown, and every study note: free, no account. The full bank, the objective drills and the weighted mocks are $19 for one certification or $49 for all of them.
Free
$0 no account needed
Ten practice questions per certification, with every explanation shown, plus every study note. Full mocks and objective drills are paid.
- Ten practice questions per certification
- Every explanation, right and wrong options alike
- Every study note, one per exam objective
Per certification
$19 once, permanent
Unlocks one certification's full bank, drills, and weighted mocks, for good, including questions added to it later.
- Unlimited untimed drilling, objective by objective
- 2 guaranteed-fresh full mocks
- Every explanation, sourced from the vendor's own docs
All-access
Every certification
$49 for 12 months
One charge covers every certification we publish, including ones not live yet, for 12 months from purchase. Not forever: a growing catalogue for one payment would only get worse for us to keep honoring.
- Everything in the per-certification tier, for every track
- Covers a certification the moment it goes live
- Still well under one $200 exam fee
Both prices are in USD and include any VAT or sales tax, so the amount shown is the amount charged, wherever you are.
See what access covers for the three tiers in full, and for what we do and do not claim about how current the questions are.
Find out what you are missing.
Start without an account, then keep the work when you sign in.