Optimizing Foundation Models
By Coursera
on Coursera
· Data Science
About This Course
In this course, you will explore two techniques to improve the performance of a foundation model (FM): Retrieval Augmented Generation (RAG) and fine-tuning. You will learn about Amazon Web Services (AWS) services that help store embeddings with vector databases, the role of agents in multi-step tasks, define methods for fine-tuning an FM, how to prepare data for fine-tuning, and more.
Instructor
AWS Instructor
Frequently Asked Questions
How much does Optimizing Foundation Models cost?
Visit the Optimizing Foundation Models course page for current pricing and available discounts.
Who teaches Optimizing Foundation Models?
Optimizing Foundation Models is taught by AWS Instructor , Amazon Web Services.
What skill level is Optimizing Foundation Models for?
This course is designed for all levels learners.