Evaluating Large Language Model Outputs: A Practical Guide
Completed by Bernadette Ke
March 30, 2026
2 hours (approximately)
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What you will learn
Identify the fundamentals of Large Language Models, including current evaluation methods and access to Vertex AI's evaluation models.
Apply hands-on knowledge of using Vertex AI's Automatic Metrics and AutoSxS for LLM evaluation.
Evaluate upcoming trends in generative AI evaluation, encompassing text, image, and audio models, and the importance of human evaluation.
Skills you will gain
- Category: Model Evaluation
- Category: Large Language Modeling
- Category: Responsible AI
- Category: LLM Application
- Category: AI literacy
- Category: Generative AI
- Category: Google Cloud Platform
- Category: Data Ethics
- Category: Image Quality
- Category: Quality Assessment
- Category: Model Optimization
- Category: Human Factors
