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Amazon Web Services

aws.com
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Paidintermediate80hAi Agents Workflow Automation
DevelopersAI Engineers
Master AWS Generative AI, AI agents, and Amazon Bedrock to build advanced AI applications for developers.

Overview

This Professional Certificate program empowers developers to build cutting-edge generative AI applications and intelligent AI agents using Amazon Bedrock. You will learn to leverage foundation models (FMs) within AWS, understanding their architecture and ethical considerations. The curriculum covers prompt engineering, fine-tuning FMs, Retrieval Augmented Generation (RAG) techniques, and the development of sophisticated AI agents capable of complex tasks. Through hands-on labs and practical projects, you'll gain experience deploying, managing, and optimizing generative AI solutions on the AWS cloud. This program is ideal for developers and AI engineers seeking to specialize in practical generative AI implementation on a leading cloud platform.

Instructor

Haidong Ji

Principal Solutions Architect, AWS

Haidong Ji is a Principal Solutions Architect at AWS with expertise in AI/ML, serverless, and IoT. He frequently shares his knowledge at global conferences and contributes to open-source projects, empowering developers to innovate on AWS.

Learning Outcomes

  • Apply prompt engineering techniques for effective communication with foundation models.
  • Utilize Amazon Bedrock to access and deploy various large language models (LLMs) and other FMs.
  • Develop and fine-tune generative AI models for specific tasks and applications.
  • Implement Retrieval Augmented Generation (RAG) architectures to enhance model accuracy and relevance.
  • Architect and build intelligent AI agents capable of automating complex workflows on AWS.
  • Integrate generative AI capabilities into real-world applications using LangChain.
  • Understand ethical considerations and responsible AI practices in generative AI development.