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: Generative AI
- Category: LLM Application
- Category: Quality Assessment
- Category: Data Ethics
- Category: AI literacy
- Category: Google Cloud Platform
- Category: Large Language Modeling
- Category: Responsible AI
- Category: Model Evaluation
- Category: Model Optimization
- Category: Image Quality
- Category: Human Factors
