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AI Evaluation, Testing & Validation
Intermediate to Advanced4-6 hoursEvaluation framework + test matrix + validation workflow

If you cannot evaluate an AI system, you cannot trust it. Learn how to test prompts, retrieval, agents, workflows, and production behaviour before confidence turns into risk.

...AI outputs are often plausible, variable, and context-sensitive. That makes casual inspection a weak quality method. If you want reliable use, you need a repeatable way to test performance, compare versions,...

1 DayHands-on
ValidationCore Discipline
AI Agents and Automation
Intermediate to Advanced6-8 hoursAgent use case map + architecture blueprint + governance framework

AI agents — what they are, how they work, the protocols shaping them (MCP, A2A), and the governance you need before you let one act on your behalf. The bridge between AI that talks and AI that does.

...steps Complex multi-step tasks Planning overhead Reflection Generates output, evaluates it, improves it Quality-critical outputs Multiple iterations ReAct is the foundation pattern — most agent frameworks...

2 DaysIntensive
Agent DesignWorkshop