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