Evaluating Large Language Model Outputs: A Practical Guide
Completed by Anil Kaushik
December 29, 2025
2 hours (approximately)
Anil Kaushik's account is verified. Coursera certifies their successful completion of Evaluating Large Language Model Outputs: A Practical Guide
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: AI literacy
- Category: Quality Assessment
- Category: Model Optimization
- Category: Image Quality
- Category: LLM Application
- Category: Data Ethics
- Category: Google Cloud Platform
- Category: Model Evaluation
- Category: Generative AI
- Category: Large Language Modeling
- Category: Responsible AI
- Category: Human Factors
