The syllabus follows the Databricks Generative AI Engineer Associate exam domains, with the most time spent on the heaviest-weighted areas and your weakest topics.
Application Development (chains, agents, tools)30% of exam
Assembling and Deploying Applications22% of exam
Governance and Evaluation/Monitoring20% of exam
Design Applications (RAG, prompts, chunking)14% of exam
Data Preparation14% of exam
Domain weights come from the published exam outline used in PrepKloud projects. We recheck the latest official Databricks objectives with you in the first session.