Get ready for the Databricks Certified Machine Learning Associate exam with 500 original practice questions you can study anytime, anywhere - completely offline.
Disclaimer: This is an unofficial, independent study app. It is not affiliated with, endorsed by, or sponsored by Databricks, Inc., or any other certification, training, or technology organization. "Databricks", "Unity Catalog", and "Delta Lake" are trademarks of Databricks, Inc. It is intended solely for exam preparation. All questions are original and based on publicly available information about the exam objectives.
WHAT'S INSIDE
500 original questions organized into ten study areas that mirror the exam objectives:
- Databricks Machine Learning Fundamentals
- Data Management with Unity Catalog and Delta
- MLflow Tracking and Experiments
- Feature Engineering and the Feature Store
- AutoML
- Exploratory Data Analysis and ML Workflows
- Model Training and Evaluation
- Hyperparameter Tuning and Model Selection
- Scaling Machine Learning with Spark ML and the pandas API
- Model Deployment, Model Registry, and Model Serving
EXAM-STYLE QUESTIONS
Questions mirror the reasoning tested on the real exam, including scenario-based questions on choosing single-node vs multi-node clusters, organizing data with Unity Catalog, tracking runs and models with MLflow, engineering and reusing features, generating baselines with AutoML, selecting evaluation metrics, building Spark ML pipelines, tuning with Hyperopt and SparkTrials, and choosing batch, streaming, or real-time deployment, so you practice the way you will be tested.
MULTIPLE-CHOICE FORMAT
Every question uses a clean four-option format. Submit your answer to instantly see the correct choice and a clear explanation, so you learn as you go.
REVIEW MODE
Missed questions are collected automatically so you can focus on your weak spots and turn them into strengths.
BOOKMARKS
Save important or tricky questions to revisit later and build your own focused review set.
STUDY STATISTICS
Track accuracy by topic with simple charts, so you always know what needs more work before exam day.
100% OFFLINE & PRIVATE
No account, no login, and no in-app purchases. All content is bundled in the app and all progress is stored locally on your device. Nothing is sent to any server.
Buy once and study as much as you like. Good luck on your exam.
