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Prepare for Databricks certification exams with focused practice, realistic mock exams, and progress tracking. 8 CERTIFICATIONS • Databricks Certified Data Engineer Associate — 250 questions • Databricks Certified Data Engineer Professional — 400 questions • Databricks Certified Machine Learning Associate — 250 questions • Databricks Certified Data Analyst Associate — 250 questions • Databricks Certified Generative AI Engineer Associate — 250 questions • Databricks Certified Context Engineer Associate — 250 questions • Databricks Certified Machine Learning Professional — 250 questions • Databricks Certified Associate Developer for Apache Spark — 250 questions 2,150 PRACTICE QUESTIONS Study by exam domain, run timed mock exams, bookmark questions, revisit mistakes, and review detailed explanations. ENGLISH & JAPANESE QUESTION CONTENT Switch between English and Japanese question content. The interface is also localized in English, Japanese, Korean, Chinese, French, and Spanish. ONE-TIME PURCHASES Preview questions for free. Unlock one certification or all eight with a one-time purchase—no subscription. TRACK YOUR PROGRESS Review scores, performance by domain, study history, and weak areas. Light and dark themes help you study comfortably. CertiQ is an independent exam-preparation app. It is not affiliated with, endorsed by, or sponsored by Databricks, Inc. Databricks and related marks belong to their respective owners.