Prepare for your Databricks certification exams with our extensive collection of questions that mirror the actual certification tests. All questions include detailed explanations to help you learn.
Validates the ability to use Databricks SQL to perform data analysis, including querying, dashboarding, and managing SQL assets.
Validates foundational skills in data engineering using the Databricks Data Intelligence Platform, including data pipelines, ETL with Apache Spark SQL and PySpark, and Delta Lake.
Validates advanced skills in designing and implementing complex data engineering solutions, optimizing pipelines, and managing production workloads.
Validates foundational skills for building, deploying, and managing generative AI applications using the Databricks Data Intelligence Platform.
Validates foundational machine learning skills on the Databricks platform, including data preparation, model training, and introductory MLOps.
Validates advanced skills in managing the end-to-end machine learning lifecycle, from experimentation and model management to productionization.
Prepare for your Databricks certification exams with our comprehensive practice questions. Our platform offers exam-style questions covering all certification levels and domains: Giving you the internet as it should be.
Questions aligned with the most recent official exam guides
Triple-verified by three independent AI models that cross-validate each question for accuracy and relevance
100% free with no ads, no paywalls, and no interruptions - just focused practice
Jump straight into practice without creating an account or providing personal information
Get instant feedback on every answer with comprehensive explanations to reinforce learning
Focus your study on specific exam domains to target your weak areas and maximize your preparation efficiency
Fully mobile-friendly interface - study on your phone, tablet, or desktop
"The questions were completely on par with what I got at the Databricks Data Analyst Associate exam this morning, and I passed with a 90%+ score! This question bank was by far the most accurate and relevant resource I could find on the new exam guide. It's amazing you guys don't charge anything, but I would have gladly paid for this impeccable service."
— Databricks Data Analyst Associate exam candidate
November 10, 2025
"I used these questions as preparation for my Databricks Machine Learning Engineer Professional exam in August 2025. The real exam questions felt exactly like the ones shown here, and I passed on my first try."
— Maarten from CertSafari
August 2025
Unlike other platforms that hide questions behind paywalls or require accounts, CertSafari is completely free. No ads, no premium tiers, no signup required.