200+ Free Databricks Data Analyst Practice Questions
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Key Facts: Databricks Data Analyst Exam
45
Scored Questions
Official exam page
90 min
Exam Duration
Official exam page
70%
Passing Score
Databricks Academy FAQ PDF
$200
Exam Fee
Official exam page
20%
Largest Domain
SQL execution
2 years
Certification Validity
Official exam page
The current official Databricks Data Analyst Associate exam uses 45 scored multiple-choice questions in 90 minutes, costs $200, and uses a 70% passing score cited in the Databricks Academy FAQ. The heaviest public blueprint domains are executing queries with Databricks SQL and SQL Warehouses at 20%, dashboards and visualizations at 16%, analyzing queries at 15%, and AI/BI Genie at 12%. As of March 10, 2026, no public exam-count, fee, or blueprint change was found beyond the current October 30, 2025 guide and November 3, 2025 exam-page refresh; the most relevant recent platform note for prep is Databricks' January 2026 time travel and VACUUM behavior update for Unity Catalog managed tables on serverless compute and Databricks SQL.
About the Databricks Data Analyst Exam
The Databricks Certified Data Analyst Associate exam validates practical analyst skills on the Databricks Data Intelligence Platform. The current public blueprint focuses on Unity Catalog data management, Databricks SQL querying, query analysis and tuning, AI/BI Dashboards, AI/BI Genie spaces, basic analytical data modeling, and secure governed access to data assets.
Assessment
45 scored multiple-choice questions; Databricks notes that unscored items may appear
Time Limit
90 minutes
Passing Score
70%
Exam Fee
$200 (Databricks / Kryterion)
Databricks Data Analyst Exam Content Outline
Understanding of Databricks Data Intelligence Platform
Core platform components, Marketplace, and Unity Catalog concepts including catalogs, schemas, managed and external tables, views, certification, lineage, and access controls.
Managing Data
Discovering and querying certified datasets, tagging assets, reading lineage, and cleaning governed data with SQL.
Importing Data
Workspace uploads, S3 and cloud-file ingestion patterns, Delta Sharing, API-driven intake, Auto Loader, and Marketplace-based access.
Executing Queries with Databricks SQL and SQL Warehouses
Assistant-supported authoring, SQL Warehouse roles, federated querying, views and materialized views, aggregations, joins, unions, sorting, filtering, table creation, and Delta time travel.
Analyzing Queries
Photon, query history and query insights, Delta audit history, caching behavior, Liquid clustering, and troubleshooting incorrect or slow SQL.
Working with Dashboards and Visualizations in Databricks
AI/BI Dashboard construction, multi-page layout, notebooks and SQL-editor visuals, parameters, permissions, shareable links, embedding, refresh schedules, alerts, and chart-choice judgment.
Developing, Sharing, and Maintaining AI/BI Genie Spaces
Genie purpose, dataset curation, sample questions, instructions, trusted assets, warehouse selection, permissions, embedding, metadata refresh, benchmarks, feedback, and optimization.
Data Modeling with Databricks SQL
Star, snowflake, and data vault modeling basics plus how those patterns align with bronze, silver, and gold medallion layers.
Securing Data
Unity Catalog security roles, three-level namespace behavior, table ownership, sharing controls, and best practices for PII protection and governed storage management.
How to Pass the Databricks Data Analyst Exam
What You Need to Know
- Passing score: 70%
- Assessment: 45 scored multiple-choice questions; Databricks notes that unscored items may appear
- Time limit: 90 minutes
- Exam fee: $200
Keys to Passing
- Complete 500+ practice questions
- Score 80%+ consistently before scheduling
- Focus on highest-weighted sections
- Use our AI tutor for tough concepts
Databricks Data Analyst Study Tips from Top Performers
Frequently Asked Questions
How many questions are on the Databricks Data Analyst Associate exam?
The current official exam page lists 45 scored multiple-choice questions with a 90-minute time limit. Databricks also notes that unscored items may appear and that extra time is factored into the exam for that content.
What is the passing score for Databricks Data Analyst Associate?
The Databricks Academy FAQ states that certification exams require an unrounded score of 70.00% or better. For a 45-question exam form, that translates to 32 correct answers out of 45.
What are the most heavily tested sections?
The live Databricks exam page weights executing queries with Databricks SQL and SQL Warehouses at 20%, dashboards and visualizations at 16%, analyzing queries at 15%, and AI/BI Genie spaces at 12%. Those four sections alone make up 63% of the published blueprint.
What changed for 2026 prep?
As of March 10, 2026, no public change was found to the Databricks Data Analyst Associate question count, fee, or nine-domain weighting beyond the current October 30, 2025 exam guide and November 3, 2025 exam-page refresh. The most relevant recent product update for this blueprint is Databricks' January 2026 note that time travel and VACUUM behavior changes now apply to serverless compute, Databricks SQL, and Databricks Runtime 12.2 LTS and above for Unity Catalog managed tables.
Do I need hands-on Databricks experience?
Yes. Databricks recommends related training plus at least six months of hands-on experience performing the analyst tasks listed in the exam guide. Practical comfort with Unity Catalog, Databricks SQL, dashboards, Genie, and Delta Lake behavior matters more than memorizing isolated terms.
What should I focus on if I already know basic SQL?
Push beyond plain query writing. You need to understand governed data discovery in Unity Catalog, when to use SQL Warehouses and time travel, how caching and Photon affect query analysis, how to build and share dashboards, and how to configure and improve AI/BI Genie spaces using trusted assets, instructions, and benchmarks.