Study Databricks GENAI-ASSOC Evaluation and Monitoring: key concepts, common traps, and exam decision cues.
The exam ends with the discipline that keeps GenAI systems from drifting out of control. Databricks expects you to know how to evaluate quality, choose metrics, trace behavior, use logging, and monitor live systems with cost and safety in mind.
| Lesson | Focus |
|---|---|
| 6.1 Metrics, Judges & Tracing | Learn how Databricks tests evaluation metrics, judges, custom scorers, tracing, and expert feedback loops. |
| 6.2 Logging, Gateway & Cost | Learn the current Databricks monitoring and operations surfaces for live GenAI systems. |
| If the question is really about… | Go first to… |
|---|---|
| evaluation metrics, scorers, judges, tracing, or SME feedback | 6.1 Metrics, Judges & Tracing |
| live endpoint behavior, inference logging, AI Gateway, or cost controls | 6.2 Logging, Gateway & Cost |