Master Your Databricks Certification
Practice exams designed by a Solutions Architect Champion, plus flashcards that adapt to your results. Real exam scenarios, detailed explanations, direct documentation links.
See where you stand in about 5 minutes
Take a short, domain-by-domain diagnostic — around two questions per domain — for a directional read on which areas to focus on. Create a free account at the end to save your results and get a study plan.
Pick your certification:
Why This Platform?
Real Exam Scenarios
Questions crafted by someone who beta-tested the certification. Matches actual exam difficulty and format.
Detailed Explanations
Every answer includes why it's correct, why others are wrong, and direct links toDatabricks documentation.
Track Your Progress
See performance by domain, identify weak areas, and improve systematically before the real exam.
A Loop That Targets Your Weak Spots
Practice and flashcards feed each other, so your study time keeps moving to the domains where you're losing the most marks.
Take a practice exam
Answer exam-realistic questions in practice or timed mode. Every answer is scored by domain.
We pinpoint weak domains
Your accuracy per domain is tracked across attempts, flagging the domains where you score below the pass mark.
Flashcards drill those domains
“Focus on your weak areas” queues flashcards from exactly those domains, then spaced repetition brings them back until they stick — retest to confirm.
Available Certifications
921 practice questions across 7 certifications
Data Engineer Associate
143 practice questions covering ETL pipelines, Delta Lake, Lakeflow, and data governance
Data Analyst Associate
98 practice questions covering SQL queries, dashboards, Unity Catalog, and workspace management
Machine Learning Associate
174 practice questions covering MLflow, Feature Store, model development, and deployment
Generative AI Engineer Associate
120 practice questions covering LLMs, RAG applications, Vector Search, and LangChain
Context Engineer Associate
Coming SoonPractice questions for context engineering for AI agents — retrieval, memory, MCP tools, and governance are on the way. This is a beta exam, so the content may change before release.
Spark Developer Associate
96 practice questions covering Spark architecture, DataFrame API, SQL, and Structured Streaming
Data Engineer Professional
146 practice questions covering Advanced pipelines, performance tuning, security, and monitoring
Machine Learning Professional
144 practice questions covering Advanced ML pipelines, MLOps, and production deployment
Ready to Pass Your Certification?
Hundreds of exam-realistic questions across every live certification blueprint, each with a detailed explanation and links to the official docs. Preview them free — no credit card required.
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