topic Re: Databricks Data Analyst Associate Exam – Any Tips or Insights? in Certifications

Databricks Data Analyst Associate Exam – Any Tips or Insights?

Sadie_james — Sat, 13 Dec 2025 10:36:58 GMT

Hi Guys,

Has anyone sat the Databricks Certified Data Analyst Associate exam so far? I’m planning to take this exam next month and would really appreciate it if you could share your experience.
How was the difficulty level overall? Were the questions more hands-on with SQL and Databricks notebooks, or more conceptual?

Any tips on key topics to focus on, useful study resources, or last-minute preparation advice would be super helpful for people like me who are currently preparing.

Thanks in advance

Re: Databricks Data Analyst Associate Exam – Any Tips or Insights?

anuj_lathi — Sat, 13 Dec 2025 13:30:33 GMT

Hi @Sadie_james ,

Most questions are conceptual but apply hands-on scenarios: you’ll be asked how to use Databricks SQL, manage data with Unity Catalog, and build dashboards, but you won’t have access to a live environment. Instead, questions test your reasoning around practical workflows and best practices within Databricks notebooks and SQL editor.
Sample questions from the official exam guide cover real-life situations, like choosing correct aggregate SQL functions, configuring alerts on visualizations, using Databricks Assistant for query debugging, and understanding differences between streaming tables and materialized views.

Key subtopics include:

SQL querying and aggregate operations
Data management & cleaning in Unity Catalog
Importing datasets using various Databricks features
Configuring and interpreting dashboards, visualizations, and alerts
Understanding Databricks AI/BI features
Basic data modeling in Databricks SQL
Data security practices

Re: Databricks Data Analyst Associate Exam – Any Tips or Insights?

Hubert-Dudek — Sat, 13 Dec 2025 18:11:50 GMT

It is good to do some exercises with SQL queries like WINDOW, ROLL UP, GROUPING SETS, and CUBE before taking the exam.

Re: Databricks Data Analyst Associate Exam – Any Tips or Insights?

Sumit_7 — Sun, 14 Dec 2025 06:01:11 GMT

Hi @Sadie_james,

I have cleared the DA Ass. Exam a month ago. Would suggest the only guide you need is already provided by Databricks - https://www.databricks.com/learn/certification/data-analyst-associate
Do take the related Data Analysis with Databricks training for hands-on experience to cover the exam topics.
You may take the LEARNING PATHWAY 3: DATA ANALYSTS in the upcoming Learning Festival to avail 50% off coupons - https://community.databricks.com/t5/events/self-paced-learning-festival-09-january-30-january-2026/ec-p/141503#M5768

Gambare👍

Re: Databricks Data Analyst Associate Exam – Any Tips or Insights?

Murtaza_Ghafoor — Thu, 28 May 2026 13:20:10 GMT

@anuj_lathi @Sumit_7 @Hubert-Dudek

Hello,

I am looking to appear in the exam, databricks data analyst associate, please let me know how can i avail discount for this exam ?

Re: Databricks Data Analyst Associate Exam – Any Tips or Insights?

Sumit_7 — Thu, 28 May 2026 14:51:23 GMT

@Murtaza_Ghafoor There's an learning event coming up next month - so keep an eye to get 50% off.