This course contains the use of artificial intelligence. Databricks Certified Generative AI Engineer Associate Exam Prep is a scenario-based certification preparation course designed to help you think like the exam, revise key Databricks GenAI topics, and practice 100 real-world exam-style scenarios. This course helps you prepare for the Databricks Generative AI Engineer Associate certification by focusing on RAG, Vector Search, embeddings, chunking, MLflow, PyFunc, Model Serving, Unity Catalog, Feature Serving, guardrails, evaluation metrics, monitoring, governance and production GenAI application design.
The course is built for learners who do not want only definitions. The real exam tests whether you can read a business scenario, identify the hidden requirement, eliminate distractors, and choose the best Databricks-native solution.
A useful exam-thinking framework for this course is:
Business Requirement -> Data Type -> GenAI Pattern -> Databricks Tool -> Deployment or Governance Decision -> Exam Answer
This framework connects the major decisions you will practice throughout the course.
