Evaluating Large Language Model Outputs: A Practical Guide
Completed by Benjamin Nelson
October 14, 2024
2 hours (approximately)
Benjamin Nelson'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: Large Language Modeling
- Category: Responsible AI
- Category: LLM Application
- Category: Model Evaluation
- Category: Model Optimization
- Category: Image Quality
- Category: Human Factors
- Category: Generative AI
- Category: Google Cloud Platform
- Category: Data Ethics
- Category: Quality Assessment
- Category: AI literacy
