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![[Evals Workshop] Mastering AI Evaluation: From Playground to Production](https://i.ytimg.com/vi/9iN-cPnp7xg/mqdefault.jpg)
[Evals Workshop] Mastering AI Evaluation: From Playground to Production
Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 8 - LLM Evaluation
Kirkpatrick's Training Evaluation Model
Evaluator Training
LLM as a Judge: Scaling AI Evaluation Strategies
Principles, Approaches and Utilisation of Monitoring, Evaluation, Accountability & Learning (MEAL)
Exercise Evaluator Training Course
Mastering Training Evaluation - Kirkpatrick's Model (5 Minutes)
How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)
How to Measure Training Effectiveness: Key Metrics & Best Practices
Training Program Evaluation
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Last Updated: August 21, 2026
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