Databricks Generative AI Associate Mock Exams May 2026

Disclaimer: The practice questions in this course were independently created based on personal study, hands-on experience, and publicly available reference materials and official documentation. This course is not affiliated with, endorsed by, or sponsored by Databricks. All trademarks and certification names belong to their respective owners.The Databricks Certified Generative AI Engineer Associate certification exam assesses an individual’s ability to design and implement LLM-enabled solutions using Databricks.The Databricks Certified Generative AI Engineer Associate certification exam assesses an individual's ability to design and implement LLM-enabled solutions using Databricks. This includes:Problem decomposition to break down complex requirements into manageable tasksChoosing appropriate models, tools, and approaches from the current generative AI landscapeDatabricks-specific tools:Vector Search for semantic similarity searchesModel Serving for deploying models and solutionsMLflow for managing solution lifecycleUnity Catalog for data governanceIndividuals who pass this exam can be expected to build and deploy performant RAG applications and LLM chains that take full advantage of Databricks and its toolset.The exam covers:Design Applications – 14%Data Preparation – 14%Application Development – 30%Assembling and Deploying Apps – 22%Governance – 8%Evaluation and Monitoring – 12%About the Exam ● Number of scored questions: 45+ multiple-choice or multiple-selection items ● Time Limit: 90 minutesThe mock exams will make you confident in taking the exam. However learning the topics is a pre-requisite.Recommended Preparation