Optimizing foundation models
Course Overview
This course looks at two ways to improve a foundation model, RAG and fine-tuning, through two business cases.
What you should be able to do after this course
- Name the AWS services that store embeddings in vector databases
- Explain the role of agents in multi-step tasks
- Evaluate FM performance and decide whether it meets business objectives
- Describe methods for fine-tuning an FM and how to prepare the data