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Databricks Certified Generative AI Engineer Associate — Exam Prep

The Databricks Certified Generative AI Engineer Associate is a proctored technical GenAI certification — 45 scored questions, 90 minutes — with real depth on RAG, vector search, and the Databricks platform. This prep track covers exactly that surface: retrieval and vector-search design, MLflow and model serving, governance and security on the Lakehouse, and the Databricks-specific architecture scenarios the exam tests. It is for engineers who want a vendor-backed, technically credible GenAI credential rather than a conceptual one.

What you'll learn

  • Design RAG and vector-search pipelines the exam tests — chunking, embeddings, retrieval quality, and grounding
  • Use MLflow and model serving for GenAI workloads on the Databricks platform
  • Apply Lakehouse governance and security to a generative-AI system
  • Work the proctored exam format (45 scored questions, 90 minutes) with timed, realistic practice

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