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Databricks Certified Generative AI Engineer Associate Prep

Professional Certification preparation with worked examples, written practice and independent learning assessments.

Professional Databricks Certified Generative AI Engineer Associate Prep course covering: Generative AI and LLM foundations on Databricks; Designing LLM applications and prompts; Data preparation, chunking and embeddings; Vector Search and retrieval-augmented generation; Building agents and chains with Mosaic AI; Evaluation with MLflow and Agent Evaluation; Deployment, Model Serving and AI Gateway; Governance, security and exam review. Aligned to the published exam guide for Databricks Certified Generative AI Engineer Associate, with practical lessons, hands-on labs, exercises, quizzes and a final exam. Includes lessons, supplementary YouTube tutorials, practical exercises, quizzes and free/paid practice tests. Erudex is independent, not affiliated with the source institution or awarding body. Its 80% learning checks are not official grades or university credit. Content requires qualified subject review before use as a complete teaching programme.

32h Certificate available
InternationalProfessional CertificationIndependent preparation

Curriculum

One complete track with its own final exam and certificate.

Professional Databricks Certified Generative AI Engineer Associate Prep course covering: Generative AI and LLM foundations on Databricks; Designing LLM applications and prompts; Data preparation, chunking and embeddings; Vector Search and retrieval-augmented generation; Building agents and chains with Mosaic AI; Evaluation with MLflow and Agent Evaluation; Deployment, Model Serving and AI Gateway; Governance, security and exam review. Aligned to the published exam guide for Databricks Certified Generative AI Engineer Associate, with practical lessons, hands-on labs, exercises, quizzes and a final exam.

Generative AI and LLM foundations on Databricks

  • Lesson 1: Introduction to Generative AI and the Databricks Mosaic AI Landscape Lab60 min
  • Lesson 2: Foundation Model APIs, Pay-per-Token, and Provisioned Throughput Lab60 min
  • Lesson 3: Querying LLMs with Databricks SQL AI Functions Lab60 min
  • Lesson 4: Model Customization Strategies: Prompting, RAG, Fine-Tuning, and Pre-training Lab60 min

Careers this prepares you for

    How you study

    Every lesson pairs an in-depth video with written notes, key takeaways, a hands-on lab, exercises and a quiz. Work at your own pace, then sit the final examination for your Erudex certificate.