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Learner Reviews & Feedback for GenAI and LLMs on AWS by Duke University

4.8
stars
17 ratings

About the Course

This course will teach you how to deploy and manage large language models (LLMs) in production using AWS services like Amazon Bedrock. By the end of the course, you will know how to: Choose the right LLM architecture and model for your application using services. Optimize cost, performance and scalability of LLMs on AWS using auto-scaling groups, spot instances and container orchestration Monitor and log metrics from your LLM to detect issues and continuously improve quality Build reliable and secure pipelines to train, deploy and update models using AWS services Comply with regulations when deploying LLMs in production through techniques like differential privacy and controlled rollouts This course is unique in its focus on real-world operationalization of large language models using AWS. You will work through hands-on labs to put concepts into practice as you learn. Whether you are a machine learning engineer, data scientist or technical leader, you will gain practical skills to run LLMs in production....

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1 - 2 of 2 Reviews for GenAI and LLMs on AWS

By Nicole D

•

Aug 22, 2024

Great learning resources that will be useful long after completing the course, concise presentations, and clear explanations of all topics

By Javier M T

•

Jul 9, 2024

Really helpful!