Certify vs CertiQ for Databricks

Certify is a calm, focused way to study for cloud and data certifications — right from your phone. No clutter, no noise. Just clean, readable lessons built for short, consistent study sessions that fit into your day. AVAILABLE NOW • Databricks Certified Data Engineer Associate — full lesson track COMING SOON We're expanding the catalog with the certifications that matter most: • Microsoft Azure — Fundamentals (AZ-900) and Administrator (AZ-104) • AWS — Cloud Practitioner (CLF-C02) and Solutions Architect Associate (SAA-C03) • Snowflake — SnowPro Core • dbt — Analytics Engineer WHY CERTIFY • Beautifully simple — a distraction-free reading experience made for studying • Mobile-first — learn in the gaps of your day, at your own pace • Readable your way — adjustable text size and a reduce-motion option for comfortable, accessible study • No sign-up required — open the app and start • Honest catalog — we only show what's ready; "coming soon" means exactly that Whether you're a student, a working engineer studying for a promotion, or moving into cloud and data roles, Certify helps you prepare with focus. Start with Databricks today — and watch the catalog grow. — Certify is an independent study app and is not affiliated with, endorsed by, or sponsored by Databricks, Microsoft, Amazon Web Services, Snowflake, or dbt Labs. All product names, logos, and trademarks are the property of their respective owners.

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.