Generative AI Essentials on AWS
Course Description
Learn about the fundamental concepts, methods, and strategies for using generative AI.
Gain a solid understanding of use cases where generative AI can provide solutions and address business needs. Additionally, you will learn about practical insights into technologies related to generative AI and how you can use those technologies to solve real-world problems. By the end of the course, you will explore project planning and how to discuss implementation of generative AI in your organization.
What you'll learn.
Summarize generative AI concepts, methods, and strategies
Discuss the appropriate use of generative AI and machine learning and their technologies
Describe how to use generative AI responsibly and safely
Recognize the types of generative AI solutions with specific use cases
Explain implementation and project planning of generative AI to your organization
Course Outline.
Module 1: Introducing Generative AI
Generative AI explained
Foundation models
AWS generative AI services
Demo: Generative AI solution
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
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
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
Module 5: Security, Governance, and Compliance
Security overview
Adverse prompts
Generative AI security services
Governance
Compliance
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
Module 7: Integrating Generative AI into the Development Lifecycle
Introduction
Hands-on Lab: Capstone – Creating a Project Plan with Generative AI
