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LinkedIn Learning

Learning Amazon Bedrock

via LinkedIn Learning

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Overview

Get a thorough introduction to Amazon Bedrock, a Generative AI/LLM product addition to the AWS ecosystem.

Syllabus

Introduction
  • Learning Amazon Bedrock overview
  • What you should know
  • AWS setup
  • Set up AWS credentials
1. Amazon Bedrock Introduction
  • What is generative AI?
  • What is Amazon Bedrock?
  • Models in Amazon Bedrock
  • Using Playgrounds for Amazon Bedrock
  • Challenge: Image generation
  • Solution: Image generation
2. Amazon Bedrock API Integration
  • Amazon Bedrock API documentation
  • Python Boto3 Amazon Bedrock support
  • Invoking Amazon Bedrock APIs
  • Introduction to LangChain
  • Simple LangChain workflow
  • Challenge: Language transalation
  • Solution: Language translation
3. Building a GenAI Application
  • What is RAG architecture?
  • Amazon Bedrock use case
  • RAG application approach
  • Coding the solution
  • Running the solution
  • Adding Streamlit integration
  • Running the completed application
Conclusion
  • Cleanup for Amazon Bedrock
  • Amazon Bedrock application enhancements
  • Continuing your Amazon Bedrock journey

Taught by

Lee Assam

Reviews

4.8 rating at LinkedIn Learning based on 49 ratings

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