Verified 2026-07-25 against the exam guide + the official docs pages.
| # | Section | Weight |
|---|---|---|
| 1 | Foundations of Context Engineering | 16% |
| 2 | System Prompt and Instruction Design | 9% |
| 3 | Knowledge Retrieval and Genie Configuration | 20% |
George Chrysanthidis ch-geo
ch-geo
/ dbx-context-eng-associate-notes.md
Last active
July 30, 2026 21:01
Databricks Certified Context Engineer Associate exam cheatsheet
ch-geo
/ dbx-genai-eng-associate-cheatsheet.md
Last active
July 25, 2026 20:54
Databricks Certified Generative AI Engineer Associate exam cheatsheet — RAG, Vector Search, Model Serving, MLflow, governance, evaluation
Versioned: as of 2026-07-01 — product facts and docs current at this date; verify against official documentation before your exam.
- Prompting-first: few-shot examples + explicit instructions before fine-tuning or new architecture.
- Reasoning vs. non-reasoning: non-reasoning models need explicit CoT; reasoning models need only goal + constraints.