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Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips, and experiences to help prepare for certification exams and validate your expertise in data engineering, analytics, and machine learning.
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Data Analyst Associate Certifications 2026

lucasappc
New Contributor

Hey everyone! ๐Ÿ‘‹

I'm taking the Databricks Certified Data Analyst Associate exam this Sunday (June 28) and looking for any last-minute tips or advice from people who've recently passed.

A bit of context: I've been studying for a few weeks using the official exam guide (Oct 2025 version), practice exams, and I've built a solid question bank across all 9 domains. I feel reasonably confident on SQL in the Lakehouse and Data Management, but still a bit shaky on some Analytics/Statistics topics.

A few specific questions:
- Is the difficulty level of the official practice test representative of the real exam?
- Any domains that surprised you with more weight than expected?
- Any syntax gotchas or "trap" questions I should watch out for?
- Tips for managing the 90-minute time limit across 45 questions?

Any advice is hugely appreciated โ€” especially from folks who took the exam in the last few months with the updated Oct 2025 version. ๐Ÿ™

Thanks!

1 REPLY 1

Sumit_7
Esteemed Contributor

@lucasappc All the best for your exams - be calm, focused and you'll definitely get it cleared.
Answers to your questions:
- No, real test is on higher level than practice one
- Weights were evenly distributed
- Not so, all were real scenario based
- Do not spend more than a minute on a question, revisit again after completing all the questions