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Generative AI Essentials on AWS

Curriculum

  • 1 Section
  • 8 Lessons
  • 1 Day
Expand all sectionsCollapse all sections
  • Topics
    8
    • 1.1
      Module 1: Introducing Generative AI Generative AI explained Foundation models AWS generative AI services Demo: Generative AI solution
    • 1.2
      Module 2: Exploring Generative AI Use Cases Identify suitable use cases Generative AI applications and use cases Explore generative AI use case scenarios Use case for class
    • 1.3
      Module 3: Essentials of Prompt Engineering Introduction to prompt engineering Prompt design best practices Advanced prompting strategies Model settings and parameters Hands-on Lab: Optimizing Slogan Generation with Amazon Bedrock
    • 1.4
      Module 4: Responsible AI Principles and Considerations Introduction to responsible AI Core dimensions of responsible AI Generative AI considerations Hands-on Lab: Implementing Responsible AI Principles with Amazon Bedrock Guardrails
    • 1.5
      Module 5: Security, Governance, and Compliance Security overview Adverse prompts Generative AI security services Governance Compliance
    • 1.6
      Module 6: Implementing Generative AI Projects Introduction – Generative AI application Define a use case Select a foundational model Improve performance Evaluate results Deploy the application Demo: Amazon Q Business
    • 1.7
      Module 7: Integrating Generative AI into the Development Lifecycle Introduction Hands-on Lab: Capstone – Creating a Project Plan with Generative AI
    • 1.8
      Module 8: Course Wrap-up Next steps and additional resources Course summary
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Module 4: Responsible AI Principles and Considerations Introduction to responsible AI Core dimensions of responsible AI Generative AI considerations Hands-on Lab: Implementing Responsible AI Principles with Amazon Bedrock Guardrails
Prev
Module 6: Implementing Generative AI Projects Introduction – Generative AI application Define a use case Select a foundational model Improve performance Evaluate results Deploy the application Demo: Amazon Q Business
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